[{"data":1,"prerenderedAt":5659},["ShallowReactive",2],{"case-study-solidigm-svo-and-ads-building-sustainable-search-visibility":3,"header-articles":817,"updatesSection-SVO":3049,"updatesSection-SVO-team":4673},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"title":8,"description":9,"_schema":10,"index":11,"indexTitle":12,"img":13,"company":14,"categories":15,"body":18,"_type":810,"_id":811,"_source":812,"_file":813,"_stem":814,"_extension":815,"category":5,"minutes":816},"/case-studies/solidigm-svo-and-ads-building-sustainable-search-visibility","case-studies",false,"","Solidigm + MKG: How SVO and Ads Work Together to Build Sustainable Search Visibility","Discover how MKG paired Display and Search ads with SVO to grow Solidigm's organic search impressions 35%, improve average position from 5.6 to 4.4, and hold strong when paid campaigns were scaled back.","default",0,"Solidigm + MKG: How SVO and Ads Build Sustainable Search Visibility","/images/case-studies/solidigm-casestudy.webp","Solidigm",[16,17],"SVO","PPC",{"type":19,"children":20,"toc":793},"root",[21,34,40,177,186,191,204,209,218,223,233,243,278,287,294,299,402,414,420,425,595,600,606,618,623,629,641,646,652,664,676,681,687,692,724,743,752,757,762,767,776,781],{"type":22,"tag":23,"props":24,"children":26},"element","h2",{"id":25},"the-short-version",[27],{"type":22,"tag":28,"props":29,"children":30},"strong",{},[31],{"type":32,"value":33},"text","The Short Version",{"type":22,"tag":35,"props":36,"children":37},"p",{},[38],{"type":32,"value":39},"Ads bought the time. SVO built the foundation. When paid campaigns were scaled back, organic didn't flinch.",{"type":22,"tag":41,"props":42,"children":43},"table",{},[44],{"type":22,"tag":45,"props":46,"children":47},"tbody",{},[48,67,89,111,133,155],{"type":22,"tag":49,"props":50,"children":51},"tr",{},[52,64],{"type":22,"tag":53,"props":54,"children":55},"td",{},[56],{"type":22,"tag":35,"props":57,"children":58},{},[59],{"type":22,"tag":28,"props":60,"children":61},{},[62],{"type":32,"value":63},"Quick Stats",{"type":22,"tag":53,"props":65,"children":66},{},[],{"type":22,"tag":49,"props":68,"children":69},{},[70,81],{"type":22,"tag":53,"props":71,"children":72},{},[73],{"type":22,"tag":35,"props":74,"children":75},{},[76],{"type":22,"tag":28,"props":77,"children":78},{},[79],{"type":32,"value":80},"Organic Impressions Growth (Jan → Mar 2026)",{"type":22,"tag":53,"props":82,"children":83},{},[84],{"type":22,"tag":35,"props":85,"children":86},{},[87],{"type":32,"value":88},"+35%",{"type":22,"tag":49,"props":90,"children":91},{},[92,103],{"type":22,"tag":53,"props":93,"children":94},{},[95],{"type":22,"tag":35,"props":96,"children":97},{},[98],{"type":22,"tag":28,"props":99,"children":100},{},[101],{"type":32,"value":102},"Avg. Position Improvement (Jan → Mar)",{"type":22,"tag":53,"props":104,"children":105},{},[106],{"type":22,"tag":35,"props":107,"children":108},{},[109],{"type":32,"value":110},"5.6 → 4.4",{"type":22,"tag":49,"props":112,"children":113},{},[114,125],{"type":22,"tag":53,"props":115,"children":116},{},[117],{"type":22,"tag":35,"props":118,"children":119},{},[120],{"type":22,"tag":28,"props":121,"children":122},{},[123],{"type":32,"value":124},"New Pages in Google Results by March",{"type":22,"tag":53,"props":126,"children":127},{},[128],{"type":22,"tag":35,"props":129,"children":130},{},[131],{"type":32,"value":132},"307",{"type":22,"tag":49,"props":134,"children":135},{},[136,147],{"type":22,"tag":53,"props":137,"children":138},{},[139],{"type":22,"tag":35,"props":140,"children":141},{},[142],{"type":22,"tag":28,"props":143,"children":144},{},[145],{"type":32,"value":146},"Organic Sessions When Display Was Cut 78%",{"type":22,"tag":53,"props":148,"children":149},{},[150],{"type":22,"tag":35,"props":151,"children":152},{},[153],{"type":32,"value":154},"Down just 7.5%",{"type":22,"tag":49,"props":156,"children":157},{},[158,169],{"type":22,"tag":53,"props":159,"children":160},{},[161],{"type":22,"tag":35,"props":162,"children":163},{},[164],{"type":22,"tag":28,"props":165,"children":166},{},[167],{"type":32,"value":168},"Organic Key Events vs. Paid Search (April)",{"type":22,"tag":53,"props":170,"children":171},{},[172],{"type":22,"tag":35,"props":173,"children":174},{},[175],{"type":32,"value":176},"2.3x more",{"type":22,"tag":23,"props":178,"children":180},{"id":179},"the-challenge-visibility-now-sustainability-later",[181],{"type":22,"tag":28,"props":182,"children":183},{},[184],{"type":32,"value":185},"The Challenge: Visibility Now, Sustainability Later",{"type":22,"tag":35,"props":187,"children":188},{},[189],{"type":32,"value":190},"Solidigm competes in a crowded, technical market — data storage solutions for enterprises, data centers, and high-performance computing. Getting in front of the right buyers isn't easy, and waiting months for organic search to gain traction isn't always an option when pipeline pressure is real.",{"type":22,"tag":35,"props":192,"children":193},{},[194,196,202],{"type":32,"value":195},"The challenge MKG faced: how do you drive meaningful traffic and engagement ",{"type":22,"tag":197,"props":198,"children":199},"em",{},[200],{"type":32,"value":201},"right now",{"type":32,"value":203}," while also building the kind of organic search presence that doesn't disappear the moment you pause a campaign?",{"type":22,"tag":35,"props":205,"children":206},{},[207],{"type":32,"value":208},"The answer was to run both plays at the same time — and design them to reinforce each other.",{"type":22,"tag":23,"props":210,"children":212},{"id":211},"the-strategy-ads-build-the-bridge-svo-builds-the-highway",[213],{"type":22,"tag":28,"props":214,"children":215},{},[216],{"type":32,"value":217},"The Strategy: Ads Build the Bridge, SVO Builds the Highway",{"type":22,"tag":35,"props":219,"children":220},{},[221],{"type":32,"value":222},"MKG launched a two-track approach starting in January 2026.",{"type":22,"tag":35,"props":224,"children":225},{},[226,231],{"type":22,"tag":28,"props":227,"children":228},{},[229],{"type":32,"value":230},"Track 1 — Ads for immediate visibility.",{"type":32,"value":232}," Display campaigns (Google Display Network) ran across brand-relevant placements to build awareness and drive high volumes of qualified traffic to Solidigm's site. A Search campaign captured high-intent buyers actively looking for storage solutions. Together, these channels maintained consistent visibility while the SVO work ramped up — and crucially, the display ads were building brand recognition that would later show up as organic brand searches.",{"type":22,"tag":35,"props":234,"children":235},{},[236,241],{"type":22,"tag":28,"props":237,"children":238},{},[239],{"type":32,"value":240},"Track 2 — SVO to earn lasting organic presence.",{"type":32,"value":242}," Search Visibility Optimization is MKG's framework for building durable visibility: making sure the right content exists, that it earns authority across search and AI platforms, and that it compounds over time. The SVO work ran on three tracks simultaneously:",{"type":22,"tag":244,"props":245,"children":246},"ol",{},[247,258,268],{"type":22,"tag":248,"props":249,"children":250},"li",{},[251,256],{"type":22,"tag":28,"props":252,"children":253},{},[254],{"type":32,"value":255},"Utility content",{"type":32,"value":257}," — pages that help users solve real problems (firmware updates, secure erase, driver downloads, error troubleshooting), which earn organic traffic from high-intent searches",{"type":22,"tag":248,"props":259,"children":260},{},[261,266],{"type":22,"tag":28,"props":262,"children":263},{},[264],{"type":32,"value":265},"Product and technology pages",{"type":32,"value":267}," — optimizing Solidigm's data center and client SSD pages for product-specific queries, with AI and inference content added to capture an emerging category",{"type":22,"tag":248,"props":269,"children":270},{},[271,276],{"type":22,"tag":28,"props":272,"children":273},{},[274],{"type":32,"value":275},"Earned media content",{"type":32,"value":277}," — authoritative pieces designed to generate organic impressions far beyond what traditional optimization achieves",{"type":22,"tag":23,"props":279,"children":281},{"id":280},"the-results",[282],{"type":22,"tag":28,"props":283,"children":284},{},[285],{"type":32,"value":286},"The Results",{"type":22,"tag":288,"props":289,"children":291},"h3",{"id":290},"search-visibility-grew-35-in-two-months",[292],{"type":32,"value":293},"Search Visibility Grew 35% in Two Months",{"type":22,"tag":35,"props":295,"children":296},{},[297],{"type":32,"value":298},"The clearest measure of SVO working isn't clicks — it's impressions. Impressions tell you how many times Google is choosing to show your content in response to a search. When impressions grow while positions improve, it means the organic footprint is expanding with quality, not just quantity.",{"type":22,"tag":41,"props":300,"children":301},{},[302,330],{"type":22,"tag":303,"props":304,"children":305},"thead",{},[306],{"type":22,"tag":49,"props":307,"children":308},{},[309,315,320,325],{"type":22,"tag":310,"props":311,"children":312},"th",{},[313],{"type":32,"value":314},"Month",{"type":22,"tag":310,"props":316,"children":317},{},[318],{"type":32,"value":319},"Impressions",{"type":22,"tag":310,"props":321,"children":322},{},[323],{"type":32,"value":324},"Avg. Position",{"type":22,"tag":310,"props":326,"children":327},{},[328],{"type":32,"value":329},"Clicks",{"type":22,"tag":45,"props":331,"children":332},{},[333,356,379],{"type":22,"tag":49,"props":334,"children":335},{},[336,341,346,351],{"type":22,"tag":53,"props":337,"children":338},{},[339],{"type":32,"value":340},"January 2026",{"type":22,"tag":53,"props":342,"children":343},{},[344],{"type":32,"value":345},"110,949",{"type":22,"tag":53,"props":347,"children":348},{},[349],{"type":32,"value":350},"5.6",{"type":22,"tag":53,"props":352,"children":353},{},[354],{"type":32,"value":355},"8,228",{"type":22,"tag":49,"props":357,"children":358},{},[359,364,369,374],{"type":22,"tag":53,"props":360,"children":361},{},[362],{"type":32,"value":363},"February 2026",{"type":22,"tag":53,"props":365,"children":366},{},[367],{"type":32,"value":368},"120,312",{"type":22,"tag":53,"props":370,"children":371},{},[372],{"type":32,"value":373},"4.5",{"type":22,"tag":53,"props":375,"children":376},{},[377],{"type":32,"value":378},"7,465",{"type":22,"tag":49,"props":380,"children":381},{},[382,387,392,397],{"type":22,"tag":53,"props":383,"children":384},{},[385],{"type":32,"value":386},"March 2026",{"type":22,"tag":53,"props":388,"children":389},{},[390],{"type":32,"value":391},"149,890",{"type":22,"tag":53,"props":393,"children":394},{},[395],{"type":32,"value":396},"4.4",{"type":22,"tag":53,"props":398,"children":399},{},[400],{"type":32,"value":401},"7,865",{"type":22,"tag":35,"props":403,"children":404},{},[405,407,412],{"type":32,"value":406},"From January to March, organic impressions grew 35% and average position improved by more than a full rank. By March, ",{"type":22,"tag":28,"props":408,"children":409},{},[410],{"type":32,"value":411},"307 pages",{"type":32,"value":413}," that weren't appearing in Google results in January had entered the organic index — a direct indicator of the expanding content footprint.",{"type":22,"tag":288,"props":415,"children":417},{"id":416},"specific-queries-that-moved",[418],{"type":32,"value":419},"Specific Queries That Moved",{"type":22,"tag":35,"props":421,"children":422},{},[423],{"type":32,"value":424},"The SVO strategy focused on utility and product queries where Solidigm could genuinely earn relevance. Here's what moved:",{"type":22,"tag":41,"props":426,"children":427},{},[428,454],{"type":22,"tag":303,"props":429,"children":430},{},[431],{"type":22,"tag":49,"props":432,"children":433},{},[434,439,444,449],{"type":22,"tag":310,"props":435,"children":436},{},[437],{"type":32,"value":438},"Query",{"type":22,"tag":310,"props":440,"children":441},{},[442],{"type":32,"value":443},"Jan Position",{"type":22,"tag":310,"props":445,"children":446},{},[447],{"type":32,"value":448},"Apr Position",{"type":22,"tag":310,"props":450,"children":451},{},[452],{"type":32,"value":453},"Change",{"type":22,"tag":45,"props":455,"children":456},{},[457,480,503,526,549,572],{"type":22,"tag":49,"props":458,"children":459},{},[460,465,470,475],{"type":22,"tag":53,"props":461,"children":462},{},[463],{"type":32,"value":464},"ssd repair tool",{"type":22,"tag":53,"props":466,"children":467},{},[468],{"type":32,"value":469},"29.3",{"type":22,"tag":53,"props":471,"children":472},{},[473],{"type":32,"value":474},"8.5",{"type":22,"tag":53,"props":476,"children":477},{},[478],{"type":32,"value":479},"+20.8",{"type":22,"tag":49,"props":481,"children":482},{},[483,488,493,498],{"type":22,"tag":53,"props":484,"children":485},{},[486],{"type":32,"value":487},"gpt partition style",{"type":22,"tag":53,"props":489,"children":490},{},[491],{"type":32,"value":492},"13.3",{"type":22,"tag":53,"props":494,"children":495},{},[496],{"type":32,"value":497},"7.4",{"type":22,"tag":53,"props":499,"children":500},{},[501],{"type":32,"value":502},"+5.9",{"type":22,"tag":49,"props":504,"children":505},{},[506,511,516,521],{"type":22,"tag":53,"props":507,"children":508},{},[509],{"type":32,"value":510},"ssd firmware update",{"type":22,"tag":53,"props":512,"children":513},{},[514],{"type":32,"value":515},"9.5",{"type":22,"tag":53,"props":517,"children":518},{},[519],{"type":32,"value":520},"4.9",{"type":22,"tag":53,"props":522,"children":523},{},[524],{"type":32,"value":525},"+4.6",{"type":22,"tag":49,"props":527,"children":528},{},[529,534,539,544],{"type":22,"tag":53,"props":530,"children":531},{},[532],{"type":32,"value":533},"secure erase ssd",{"type":22,"tag":53,"props":535,"children":536},{},[537],{"type":32,"value":538},"9.1",{"type":22,"tag":53,"props":540,"children":541},{},[542],{"type":32,"value":543},"6.2",{"type":22,"tag":53,"props":545,"children":546},{},[547],{"type":32,"value":548},"+2.9",{"type":22,"tag":49,"props":550,"children":551},{},[552,557,562,567],{"type":22,"tag":53,"props":553,"children":554},{},[555],{"type":32,"value":556},"ssd drivers",{"type":22,"tag":53,"props":558,"children":559},{},[560],{"type":32,"value":561},"11.3",{"type":22,"tag":53,"props":563,"children":564},{},[565],{"type":32,"value":566},"7.9",{"type":22,"tag":53,"props":568,"children":569},{},[570],{"type":32,"value":571},"+3.4",{"type":22,"tag":49,"props":573,"children":574},{},[575,580,585,590],{"type":22,"tag":53,"props":576,"children":577},{},[578],{"type":32,"value":579},"solidigm ssd",{"type":22,"tag":53,"props":581,"children":582},{},[583],{"type":32,"value":584},"3.3",{"type":22,"tag":53,"props":586,"children":587},{},[588],{"type":32,"value":589},"2.4",{"type":22,"tag":53,"props":591,"children":592},{},[593],{"type":32,"value":594},"+0.9",{"type":22,"tag":35,"props":596,"children":597},{},[598],{"type":32,"value":599},"Support page clicks for drivers and downloads grew from 734 in January to 954 in March — users finding Solidigm through organic search when they needed help, building the kind of trust that paid ads can't manufacture.",{"type":22,"tag":288,"props":601,"children":603},{"id":602},"the-pi-moment-what-earned-media-looks-like-at-scale",[604],{"type":32,"value":605},"The Pi Moment: What Earned Media Looks Like at Scale",{"type":22,"tag":35,"props":607,"children":608},{},[609,611,616],{"type":32,"value":610},"In March, a content piece about Solidigm SSDs powering a new world record calculation of digits of Pi generated ",{"type":22,"tag":28,"props":612,"children":613},{},[614],{"type":32,"value":615},"136,719 impressions in a single month",{"type":32,"value":617}," — a massive organic visibility spike driven entirely by the newsworthiness of the content. The page ranked at position 2.1 and the \"how many digits of pi are known\" query ranked at position 1.1 for Solidigm.",{"type":22,"tag":35,"props":619,"children":620},{},[621],{"type":32,"value":622},"This is SVO content strategy at work: rather than chasing existing search volume, create content that earns its own visibility. One well-executed earned media piece outperformed hundreds of conventional optimization hours in raw impressions.",{"type":22,"tag":288,"props":624,"children":626},{"id":625},"ads-and-organic-were-reinforcing-each-other",[627],{"type":32,"value":628},"Ads and Organic Were Reinforcing Each Other",{"type":22,"tag":35,"props":630,"children":631},{},[632,634,639],{"type":32,"value":633},"A less obvious but important dynamic: the Display campaigns running January through March were building brand awareness that showed up in organic results. The homepage — Solidigm's highest-traffic organic page — improved its average position from ",{"type":22,"tag":28,"props":635,"children":636},{},[637],{"type":32,"value":638},"7.24 in January to 4.54 in March",{"type":32,"value":640},". Brand awareness from display drove more branded organic searches, which strengthened the homepage's organic signal.",{"type":22,"tag":35,"props":642,"children":643},{},[644],{"type":32,"value":645},"This cross-channel reinforcement is the real argument for running ads and SVO simultaneously. Each channel makes the other more effective.",{"type":22,"tag":288,"props":647,"children":649},{"id":648},"the-real-test-what-happened-when-ads-were-scaled-back",[650],{"type":32,"value":651},"The Real Test: What Happened When Ads Were Scaled Back",{"type":22,"tag":35,"props":653,"children":654},{},[655,657,662],{"type":32,"value":656},"In April, Display campaigns were paused. Sessions from Display dropped from ",{"type":22,"tag":28,"props":658,"children":659},{},[660],{"type":32,"value":661},"114,338 to 25,447 — a 78% decline",{"type":32,"value":663},".",{"type":22,"tag":35,"props":665,"children":666},{},[667,669,674],{"type":32,"value":668},"Organic search sessions in April: ",{"type":22,"tag":28,"props":670,"children":671},{},[672],{"type":32,"value":673},"11,457",{"type":32,"value":675},". Down just 7.5% from March's peak, and still 43% above where the engagement started in January.",{"type":22,"tag":35,"props":677,"children":678},{},[679],{"type":32,"value":680},"The organic foundation held.",{"type":22,"tag":288,"props":682,"children":684},{"id":683},"organic-became-the-primary-quality-driver",[685],{"type":32,"value":686},"Organic Became the Primary Quality Driver",{"type":22,"tag":35,"props":688,"children":689},{},[690],{"type":32,"value":691},"By April, organic search wasn't just maintaining traffic — it was outperforming paid search on the metric that matters most.",{"type":22,"tag":693,"props":694,"children":695},"ul",{},[696,704,712],{"type":22,"tag":248,"props":697,"children":698},{},[699],{"type":22,"tag":28,"props":700,"children":701},{},[702],{"type":32,"value":703},"Organic search key events (GA4): 24,172",{"type":22,"tag":248,"props":705,"children":706},{},[707],{"type":22,"tag":28,"props":708,"children":709},{},[710],{"type":32,"value":711},"Paid search key events (GA4): 10,685",{"type":22,"tag":248,"props":713,"children":714},{},[715,717,722],{"type":32,"value":716},"Organic delivered ",{"type":22,"tag":28,"props":718,"children":719},{},[720],{"type":32,"value":721},"2.3x more conversions",{"type":32,"value":723}," than paid search",{"type":22,"tag":35,"props":725,"children":726},{},[727,729,734,736,741],{"type":32,"value":728},"And organic visitors were significantly more engaged: year-over-year data shows organic sessions average ",{"type":22,"tag":28,"props":730,"children":731},{},[732],{"type":32,"value":733},"50 seconds",{"type":32,"value":735}," on site versus ",{"type":22,"tag":28,"props":737,"children":738},{},[739],{"type":32,"value":740},"26.5 seconds",{"type":32,"value":742}," for paid search. These are visitors who found exactly what they were looking for.",{"type":22,"tag":23,"props":744,"children":746},{"id":745},"why-this-matters",[747],{"type":22,"tag":28,"props":748,"children":749},{},[750],{"type":32,"value":751},"Why This Matters",{"type":22,"tag":35,"props":753,"children":754},{},[755],{"type":32,"value":756},"The instinct in B2B digital marketing is often to treat ads and organic as separate line items — one delivers immediate results, the other is a long game. The Solidigm results suggest a different framing.",{"type":22,"tag":35,"props":758,"children":759},{},[760],{"type":32,"value":761},"When ads and SVO run together, ads aren't just traffic — they're buying time, building brand recognition, and gathering the behavioral signals that inform what organic content to build next. Meanwhile, SVO is quietly expanding the keyword footprint, improving positions, and creating content that earns visibility on its own terms.",{"type":22,"tag":35,"props":763,"children":764},{},[765],{"type":32,"value":766},"The result: a marketing system that gets more efficient over time. Less paid spend required to maintain the same pipeline, because organic is carrying more of the load.",{"type":22,"tag":23,"props":768,"children":770},{"id":769},"ready-to-build-your-organic-foundation",[771],{"type":22,"tag":28,"props":772,"children":773},{},[774],{"type":32,"value":775},"Ready to Build Your Organic Foundation?",{"type":22,"tag":35,"props":777,"children":778},{},[779],{"type":32,"value":780},"If you're running ads but haven't invested in SVO, you may be paying for traffic you could eventually own. Let's talk about what a combined strategy looks like for your business.",{"type":22,"tag":35,"props":782,"children":783},{},[784],{"type":22,"tag":785,"props":786,"children":790},"a",{"href":787,"rel":788},"https://1zgok.share.hsforms.com/2cOmJ7URST7aHvXaKILoupg",[789],"nofollow",[791],{"type":32,"value":792},"Book a Discovery Call",{"title":7,"searchDepth":794,"depth":794,"links":795},2,[796,797,798,799,808,809],{"id":25,"depth":794,"text":33},{"id":179,"depth":794,"text":185},{"id":211,"depth":794,"text":217},{"id":280,"depth":794,"text":286,"children":800},[801,803,804,805,806,807],{"id":290,"depth":802,"text":293},3,{"id":416,"depth":802,"text":419},{"id":602,"depth":802,"text":605},{"id":625,"depth":802,"text":628},{"id":648,"depth":802,"text":651},{"id":683,"depth":802,"text":686},{"id":745,"depth":794,"text":751},{"id":769,"depth":794,"text":775},"markdown","content:case-studies:solidigm-svo-and-ads-building-sustainable-search-visibility.md","content","case-studies/solidigm-svo-and-ads-building-sustainable-search-visibility.md","case-studies/solidigm-svo-and-ads-building-sustainable-search-visibility","md",5,[818,1283,1688,2168,2539],{"_path":819,"_dir":820,"_draft":6,"_partial":6,"_locale":7,"title":821,"description":822,"date":823,"imgAlt":821,"authors":824,"img":826,"body":827,"_type":810,"_id":1279,"_source":812,"_file":1280,"_stem":1281,"_extension":815,"category":820,"minutes":1282},"/blog/seo/why-you-should-monitor-brand-mentions-in-ai-search-results","seo","Why You Should Monitor Brand Mentions in AI Search Results","Why track what ChatGPT and Google say about you? Learn why monitoring brand mentions in AI search results is vital to protect your software company's leads.","2026-08-19T16:01:29.475Z",[825],"Kerry Guard","https://assets.mkgmarketinginc.com/3c12c34c-ad32-459d-b38c-32bc49abb722-why-you-should-monitor-hero-image.webp",{"type":19,"children":828,"toc":1256},[829,834,839,844,850,855,860,872,877,910,916,926,937,942,948,953,959,964,972,986,997,1003,1008,1048,1054,1077,1083,1088,1094,1099,1105,1110,1116,1121,1134,1140,1145,1151,1156,1162,1167,1173,1182,1187,1192,1198],{"type":22,"tag":35,"props":830,"children":831},{},[832],{"type":32,"value":833},"Right now, AI search engines are talking about your software company. Whether you track it or not, platforms like ChatGPT Search, Perplexity, and Google AI Overviews answer questions every single day about your product capabilities, pricing, and market reputation. B2B software buyers use these tools to build shortlists, compare technical features, and make buying decisions before ever clicking through to a vendor's website.",{"type":22,"tag":35,"props":835,"children":836},{},[837],{"type":32,"value":838},"If you rely on old brand-monitoring tools, you are running blind. Traditional monitoring platforms track static web pages, social media tags, and news mentions. They cannot show you what a buyer sees inside a conversational AI search box.",{"type":22,"tag":35,"props":840,"children":841},{},[842],{"type":32,"value":843},"Unlike traditional Google search, where a website's ranking and content stay relatively consistent from day to day, AI-generated responses are dynamic. They synthesize information on the fly from across the web. Without an active monitoring strategy, inaccurate product claims, outdated pricing, or heavy competitor recommendations can quietly slip into AI responses without your knowledge, pulling qualified leads out of your pipeline before you even know they exist.",{"type":22,"tag":23,"props":845,"children":847},{"id":846},"the-dynamic-reality-of-ai-search-results",[848],{"type":32,"value":849},"The Dynamic Reality of AI Search Results",{"type":22,"tag":35,"props":851,"children":852},{},[853],{"type":32,"value":854},"To understand why monitoring AI brand mentions requires a new approach, consider how AI search engines differ from traditional search directories.",{"type":22,"tag":35,"props":856,"children":857},{},[858],{"type":32,"value":859},"In a traditional search model, Google crawls a page, indexes the text, and displays a link. If your page ranks third for a keyword, it generally stays near that spot until an algorithm update or a content change occurs.",{"type":22,"tag":35,"props":861,"children":862},{},[863,865,870],{"type":32,"value":864},"AI search engines work differently. When a prospective customer prompts an AI tool—asking, for example, ",{"type":22,"tag":197,"props":866,"children":867},{},[868],{"type":32,"value":869},"\"What are the best enterprise cloud security platforms for healthcare compliance?\"",{"type":32,"value":871},"—the underlying Large Language Model (LLM) retrieves information from dozens of real-time sources, synthesizes the facts, and writes a unique response.",{"type":22,"tag":35,"props":873,"children":874},{},[875],{"type":32,"value":876},"Because these responses are generated in real time, the way an AI engine describes your brand can shift based on:",{"type":22,"tag":693,"props":878,"children":879},{},[880,890,900],{"type":22,"tag":248,"props":881,"children":882},{},[883,888],{"type":22,"tag":28,"props":884,"children":885},{},[886],{"type":32,"value":887},"New Web Scrapes:",{"type":32,"value":889}," A fresh review, a Reddit discussion thread, or an updated competitor blog post can instantly alter how the AI summarizes your company.",{"type":22,"tag":248,"props":891,"children":892},{},[893,898],{"type":22,"tag":28,"props":894,"children":895},{},[896],{"type":32,"value":897},"Prompt Variations:",{"type":32,"value":899}," Slight changes in how a user words a query can lead the AI to pull from entirely different data sources.",{"type":22,"tag":248,"props":901,"children":902},{},[903,908],{"type":22,"tag":28,"props":904,"children":905},{},[906],{"type":32,"value":907},"Model Updates:",{"type":32,"value":909}," As platforms update their underlying LLMs, the sources they trust and cite shift continuously.",{"type":22,"tag":23,"props":911,"children":913},{"id":912},"the-risks-of-unmonitored-ai-brand-mentions",[914],{"type":32,"value":915},"The Risks of Unmonitored AI Brand Mentions",{"type":22,"tag":35,"props":917,"children":918},{},[919,924],{"type":22,"tag":920,"props":921,"children":923},"img",{"alt":7,"src":922},"https://assets.mkgmarketinginc.com/378276c5-b933-4eed-8804-a96958aabcdf-why-you-should-monitor-image-1.webp",[],{"type":32,"value":925},"When you leave your AI presence to chance without monitoring what these engines say, you’re gambling with your brand equity, and small inaccuracies turn into major business risks.",{"type":22,"tag":288,"props":927,"children":929},{"id":928},"_1-hallucinated-features-and-misattributed-limitations",[930,935],{"type":22,"tag":28,"props":931,"children":932},{},[933],{"type":32,"value":934},"1. Hallucina",{"type":32,"value":936},"ted Features and Misattributed Limitations",{"type":22,"tag":35,"props":938,"children":939},{},[940],{"type":32,"value":941},"AI engines occasionally \"hallucinate\": presenting incorrect details with absolute authority. An AI search tool might state that your software lacks a key integration, charges hidden fees, or only supports small businesses when you actually target enterprise accounts. If a buyer reads that hallucinated summary, they may drop your company from their consideration set without ever contacting your sales team.",{"type":22,"tag":288,"props":943,"children":945},{"id":944},"_2-competitor-hijacking",[946],{"type":32,"value":947},"2. Competitor Hijacking",{"type":22,"tag":35,"props":949,"children":950},{},[951],{"type":32,"value":952},"If your competitors actively optimize their web presence for generative search while your brand stays passive, AI engines will default to recommending your competitors. When buyers ask AI tools to compare your product against a competitor, an unmonitored response might highlight your rival's strengths while summarizing outdated or inaccurate criticisms of your platform.",{"type":22,"tag":288,"props":954,"children":956},{"id":955},"_3-loss-of-narrative-control",[957],{"type":32,"value":958},"3. Loss of Narrative Control",{"type":22,"tag":35,"props":960,"children":961},{},[962],{"type":32,"value":963},"In B2B tech, your positioning is everything. If an AI search engine pulls its understanding of your brand from outdated PR releases, informal forum threads, or low-authority review sites, your core value proposition gets diluted. You lose control over how your product is framed during the buyer's research phase.",{"type":22,"tag":35,"props":965,"children":966},{},[967],{"type":22,"tag":28,"props":968,"children":969},{},[970],{"type":32,"value":971},"Expert Insight from MKG Marketing:",{"type":22,"tag":35,"props":973,"children":974},{},[975,980,982],{"type":22,"tag":197,"props":976,"children":977},{},[978],{"type":32,"value":979},"\"",{"type":32,"value":981},"Designers often say \"This website speaks more to LLMs than human beings.\" To that I say, \"Good. That's step one.\" Step one: be findable by answer engines. Humans will end up there after they search for the problem. Step two: optimize for the human experience once they arrive. Right now most teams are still trying to optimize for both at the same time, which means they optimize for neither.The order matters. Findable first. Usable second.",{"type":22,"tag":197,"props":983,"children":984},{},[985],{"type":32,"value":979},{"type":22,"tag":35,"props":987,"children":988},{},[989,991,995],{"type":32,"value":990},"— ",{"type":22,"tag":28,"props":992,"children":993},{},[994],{"type":32,"value":825},{"type":32,"value":996},", Founder & CEO at MKG Marketing",{"type":22,"tag":23,"props":998,"children":1000},{"id":999},"why-manual-spot-checks-arent-enough",[1001],{"type":32,"value":1002},"Why Manual Spot-Checks Aren't Enough",{"type":22,"tag":35,"props":1004,"children":1005},{},[1006],{"type":32,"value":1007},"Many marketing teams attempt to solve this problem by occasionally typing their company name into ChatGPT or Perplexity to see what comes up. While spot-checking is a natural first step, it fails as a long-term business strategy for three reasons:",{"type":22,"tag":244,"props":1009,"children":1010},{},[1011,1021,1038],{"type":22,"tag":248,"props":1012,"children":1013},{},[1014,1019],{"type":22,"tag":28,"props":1015,"children":1016},{},[1017],{"type":32,"value":1018},"Personalized and Location-Based Bias:",{"type":32,"value":1020}," AI search tools tailor responses based on user location, session history, and account settings. What you see on your desktop in an office is rarely identical to what a buyer sees in another region.",{"type":22,"tag":248,"props":1022,"children":1023},{},[1024,1029,1031,1036],{"type":22,"tag":28,"props":1025,"children":1026},{},[1027],{"type":32,"value":1028},"Infinite Query Permutations:",{"type":32,"value":1030}," Buyers don't just type your brand name. They ask complex, long-tail questions like ",{"type":22,"tag":197,"props":1032,"children":1033},{},[1034],{"type":32,"value":1035},"\"How long does it take to implement [Company Name] compared to [Competitor]?\"",{"type":32,"value":1037}," Manual checks cannot cover the hundreds of ways prospects ask about your category.",{"type":22,"tag":248,"props":1039,"children":1040},{},[1041,1046],{"type":22,"tag":28,"props":1042,"children":1043},{},[1044],{"type":32,"value":1045},"Lack of Historical Tracking:",{"type":32,"value":1047}," Spot-checks give you a single snapshot in time. They don't track trends, measure whether your citation share is growing, or alert you when an inaccurate claim enters the AI's data pool.",{"type":22,"tag":23,"props":1049,"children":1051},{"id":1050},"how-to-build-a-systematic-strategy-the-best-ways-to-monitor-brand-mentions-in-ai-search",[1052],{"type":32,"value":1053},"How to Build a Systematic Strategy: The Best Ways to Monitor Brand Mentions in AI Search",{"type":22,"tag":35,"props":1055,"children":1056},{},[1057,1061,1063,1068,1070,1075],{"type":22,"tag":920,"props":1058,"children":1060},{"alt":7,"src":1059},"https://assets.mkgmarketinginc.com/4c47ce7e-784c-46ee-bd33-f4ff8fd72368-why-you-should-monitor-image-2.webp",[],{"type":32,"value":1062},"Protecting your company’s digital footprint requires shifting from manual testing to a structured ",{"type":22,"tag":28,"props":1064,"children":1065},{},[1066],{"type":32,"value":1067},"Search Visibility Optimization (SVO)",{"type":32,"value":1069}," framework. Establishing effective ",{"type":22,"tag":28,"props":1071,"children":1072},{},[1073],{"type":32,"value":1074},"brand monitoring across ai search engines",{"type":32,"value":1076}," involves four operational steps:",{"type":22,"tag":288,"props":1078,"children":1080},{"id":1079},"step-1-identify-high-intent-buyer-prompts",[1081],{"type":32,"value":1082},"Step 1: Identify High-Intent Buyer Prompts",{"type":22,"tag":35,"props":1084,"children":1085},{},[1086],{"type":32,"value":1087},"Brainstorm the exact questions your ideal prospects ask during their evaluation phase. Move beyond simple brand searches to focus on category comparisons, feature queries, and implementation questions.",{"type":22,"tag":288,"props":1089,"children":1091},{"id":1090},"step-2-map-your-citation-share-across-key-ai-platforms",[1092],{"type":32,"value":1093},"Step 2: Map Your \"Citation Share\" Across Key AI Platforms",{"type":22,"tag":35,"props":1095,"children":1096},{},[1097],{"type":32,"value":1098},"Track how frequently AI tools cite your site compared to competitors across platforms like ChatGPT Search, Perplexity, and Google AI Overviews. Note which specific URLs the AI uses as references when it mentions your brand.",{"type":22,"tag":288,"props":1100,"children":1102},{"id":1101},"step-3-correct-the-source-data",[1103],{"type":32,"value":1104},"Step 3: Correct the Source Data",{"type":22,"tag":35,"props":1106,"children":1107},{},[1108],{"type":32,"value":1109},"When you identify inaccurate AI claims, trace where the model pulled the information. AI engines often pull from third-party review sites, developer documentation, or outdated press releases. Updating those primary sources corrects the data that the AI scrapes and cites.",{"type":22,"tag":288,"props":1111,"children":1113},{"id":1112},"step-4-measure-svo-metrics-alongside-traditional-seo",[1114],{"type":32,"value":1115},"Step 4: Measure SVO Metrics Alongside Traditional SEO",{"type":22,"tag":35,"props":1117,"children":1118},{},[1119],{"type":32,"value":1120},"Expand your reporting dashboard. Along with measuring traditional website traffic and organic keyword rankings, track your brand's citation growth, AI Overview inclusion rate, and direct-traffic conversions.",{"type":22,"tag":35,"props":1122,"children":1123},{},[1124,1126,1133],{"type":32,"value":1125},"To see how modern search strategies connect directly to pipeline, explore our comprehensive",{"type":22,"tag":785,"props":1127,"children":1130},{"href":1128,"rel":1129},"https://mkgmarketinginc.com/expert-digital-marketing-services/search-visibility-optimization/",[789],[1131],{"type":32,"value":1132}," Search Visibility Optimization (SVO) services",{"type":32,"value":663},{"type":22,"tag":23,"props":1135,"children":1137},{"id":1136},"supporting-ai-visibility-with-paid-and-analytics-channels",[1138],{"type":32,"value":1139},"Supporting AI Visibility with Paid and Analytics Channels",{"type":22,"tag":35,"props":1141,"children":1142},{},[1143],{"type":32,"value":1144},"Brand monitoring in AI search provides the insights you need to protect your reputation, but driving consistent revenue requires integrating those insights across your entire marketing stack.",{"type":22,"tag":288,"props":1146,"children":1148},{"id":1147},"reinforcing-visibility-with-targeted-ads",[1149],{"type":32,"value":1150},"Reinforcing Visibility with Targeted Ads",{"type":22,"tag":35,"props":1152,"children":1153},{},[1154],{"type":32,"value":1155},"When you notice an AI search engine frequently recommending a competitor for a specific high-value query, you can immediately bridge the gap using targeted paid channels. Pairing your organic optimizations with focused digital advertising ensures your software maintains top-of-page visibility while you update and strengthen your organic source content.",{"type":22,"tag":288,"props":1157,"children":1159},{"id":1158},"measuring-real-world-lead-attribution",[1160],{"type":32,"value":1161},"Measuring Real-World Lead Attribution",{"type":22,"tag":35,"props":1163,"children":1164},{},[1165],{"type":32,"value":1166},"Because buyers often read an AI response and navigate directly to your site later, traditional click-tracking can misattribute those leads as \"Direct\" or \"Organic Brand\" search. Utilizing modern digital analytics allows you to cross-reference offline CRM data, self-reported attribution, and site activity to confirm how AI search visibility influences actual pipeline velocity.",{"type":22,"tag":23,"props":1168,"children":1170},{"id":1169},"summary-protecting-your-brands-digital-reputation",[1171],{"type":32,"value":1172},"Summary: Protecting Your Brand's Digital Reputation",{"type":22,"tag":35,"props":1174,"children":1175},{},[1176,1180],{"type":22,"tag":920,"props":1177,"children":1179},{"alt":7,"src":1178},"https://assets.mkgmarketinginc.com/bfa7aa92-037c-4f2c-8afb-5045bf32ffbc-why-you-should-monitor-image-3.webp",[],{"type":32,"value":1181},"Monitoring your brand in AI search results is no longer optional—it is a critical requirement to protect your reputation, maintain narrative control, and secure your lead pipeline. As conversational engines continue to replace traditional search lists, tech companies that passively ignore their AI mentions risk losing market share to competitors who actively manage their generative presence.",{"type":22,"tag":35,"props":1183,"children":1184},{},[1185],{"type":32,"value":1186},"Establishing a reliable monitoring framework requires dedicated expertise, systematic tracking tools, and continuous iteration.",{"type":22,"tag":35,"props":1188,"children":1189},{},[1190],{"type":32,"value":1191},"At MKG Marketing, we remove the complexity. We provide an experienced, senior-level team that builds and executes your search visibility strategy directly—with no junior handoffs or black-box reporting. We help B2B software and technology companies monitor their digital presence, correct inaccurate AI citations, and convert organic visibility into predictable revenue.",{"type":22,"tag":288,"props":1193,"children":1195},{"id":1194},"protect-and-scale-your-ai-search-visibility",[1196],{"type":32,"value":1197},"Protect and Scale Your AI Search Visibility",{"type":22,"tag":693,"props":1199,"children":1200},{},[1201,1219,1238],{"type":22,"tag":248,"props":1202,"children":1203},{},[1204,1209,1211,1217],{"type":22,"tag":28,"props":1205,"children":1206},{},[1207],{"type":32,"value":1208},"Curious how search engines and AI models actually see your brand?",{"type":32,"value":1210}," Our senior-led team breaks down your real-time visibility across AI platforms—no black-box mysteries, just clear data.",{"type":22,"tag":785,"props":1212,"children":1214},{"href":1128,"rel":1213},[789],[1215],{"type":32,"value":1216}," Explore our Search Visibility Optimization (SVO) Services",{"type":32,"value":1218}," or book an initial search strategy review.",{"type":22,"tag":248,"props":1220,"children":1221},{},[1222,1227,1229,1236],{"type":22,"tag":28,"props":1223,"children":1224},{},[1225],{"type":32,"value":1226},"Noticing a sudden shift in your traffic or search presence?",{"type":32,"value":1228}," We’re always down to talk strategy and help you make sense of the noise. ",{"type":22,"tag":785,"props":1230,"children":1233},{"href":1231,"rel":1232},"https://mkgmarketinginc.com/contact/",[789],[1234],{"type":32,"value":1235},"Contact the MKG Marketing team directly",{"type":32,"value":1237}," to schedule a consultation.",{"type":22,"tag":248,"props":1239,"children":1240},{},[1241,1246,1248,1255],{"type":22,"tag":28,"props":1242,"children":1243},{},[1244],{"type":32,"value":1245},"Want to peek under the hood of machine learning?",{"type":32,"value":1247}," Dive into our guide:",{"type":22,"tag":785,"props":1249,"children":1252},{"href":1250,"rel":1251},"https://mkgmarketinginc.com/blog/seo/ai-search-visibility-ranking-factors-2026-how-machines-decide-who-to-quote/",[789],[1253],{"type":32,"value":1254}," AI Search Visibility Ranking Factors 2026: How Machines Decide Who to Quote",{"type":32,"value":663},{"title":7,"searchDepth":794,"depth":794,"links":1257},[1258,1259,1265,1266,1272,1276],{"id":846,"depth":794,"text":849},{"id":912,"depth":794,"text":915,"children":1260},[1261,1263,1264],{"id":928,"depth":802,"text":1262},"1. Hallucinated Features and Misattributed Limitations",{"id":944,"depth":802,"text":947},{"id":955,"depth":802,"text":958},{"id":999,"depth":794,"text":1002},{"id":1050,"depth":794,"text":1053,"children":1267},[1268,1269,1270,1271],{"id":1079,"depth":802,"text":1082},{"id":1090,"depth":802,"text":1093},{"id":1101,"depth":802,"text":1104},{"id":1112,"depth":802,"text":1115},{"id":1136,"depth":794,"text":1139,"children":1273},[1274,1275],{"id":1147,"depth":802,"text":1150},{"id":1158,"depth":802,"text":1161},{"id":1169,"depth":794,"text":1172,"children":1277},[1278],{"id":1194,"depth":802,"text":1197},"content:blog:seo:why-you-should-monitor-brand-mentions-in-ai-search-results.md","blog/seo/why-you-should-monitor-brand-mentions-in-ai-search-results.md","blog/seo/why-you-should-monitor-brand-mentions-in-ai-search-results",7,{"_path":1284,"_dir":820,"_draft":6,"_partial":6,"_locale":7,"title":1285,"description":1286,"date":1287,"authors":1288,"img":1289,"imgAlt":1290,"body":1291,"_type":810,"_id":1684,"_source":812,"_file":1685,"_stem":1686,"_extension":815,"category":820,"minutes":1687},"/blog/seo/ai-search-visibility-ranking-factors-2026-how-machines-decide-who-to-quote","AI Search Visibility Ranking Factors 2026 - How Machines Decide Who to Quote","How do AI engines choose which websites to quote? Discover the core AI search ranking factors for 2026 and how to get your brand cited.","2026-08-11T17:38:25.303Z",[825],"https://assets.mkgmarketinginc.com/f37f521d-b3f6-49bb-8b34-f6ddf2fa1770-mkg-blog-ai-search-visibility-ranking-factors.webp","AI Search Visibility Factors 2026",{"type":19,"children":1292,"toc":1669},[1293,1298,1303,1308,1314,1326,1369,1379,1384,1390,1395,1400,1418,1424,1429,1434,1467,1473,1478,1483,1489,1501,1506,1512,1517,1523,1528,1535,1543,1553,1560,1566,1571,1579,1584,1592,1597,1604,1610,1615,1620,1626],{"type":22,"tag":35,"props":1294,"children":1295},{},[1296],{"type":32,"value":1297},"In 2026, the old playbook for getting found online just doesn't hit the same. Modern B2B buyers aren't scrolling through pages of blue links anymore. Instead, they’re going straight to tools like ChatGPT Search, Perplexity, and Google AI Overviews to compare software features, stack up vendors, and build their shortlists in seconds.",{"type":22,"tag":35,"props":1299,"children":1300},{},[1301],{"type":32,"value":1302},"Here’s the thing: AI engines don’t read websites the way traditional search crawlers used to. Old-school crawlers were all about keyword density, backlink totals, and meta tags to index pages in a directory. But large language models (LLMs) and retrieval-augmented generation (RAG) systems look at the bigger picture. They care about how your information is structured, verified, and contextualized.",{"type":22,"tag":35,"props":1304,"children":1305},{},[1306],{"type":32,"value":1307},"If your tech brand isn't formatted for machine readability, your website essentially becomes invisible to the very engines your buyers rely on every single day.",{"type":22,"tag":23,"props":1309,"children":1311},{"id":1310},"how-ai-search-engines-select-sources-in-2026",[1312],{"type":32,"value":1313},"How AI Search Engines Select Sources in 2026",{"type":22,"tag":35,"props":1315,"children":1316},{},[1317,1319,1324],{"type":32,"value":1318},"To understand how your brand gets quoted or recommended by AI, it helps to look at what happens behind the scenes. When a user enters a complex prompt, such as ",{"type":22,"tag":197,"props":1320,"children":1321},{},[1322],{"type":32,"value":1323},"\"What are the top enterprise cybersecurity platforms for multi-cloud compliance?\",",{"type":32,"value":1325},"  an AI search engine processes the request through four specific steps:",{"type":22,"tag":244,"props":1327,"children":1328},{},[1329,1339,1349,1359],{"type":22,"tag":248,"props":1330,"children":1331},{},[1332,1337],{"type":22,"tag":28,"props":1333,"children":1334},{},[1335],{"type":32,"value":1336},"Deconstructing the Prompt:",{"type":32,"value":1338}," The system breaks the question down to identify the core subject, key concepts, and what the user is actually trying to accomplish.",{"type":22,"tag":248,"props":1340,"children":1341},{},[1342,1347],{"type":22,"tag":28,"props":1343,"children":1344},{},[1345],{"type":32,"value":1346},"Retrieving Relevant Data:",{"type":32,"value":1348}," Rather than pulling up a list of web addresses based on exact keywords, the engine searches its database for content that semantically matches those underlying concepts.",{"type":22,"tag":248,"props":1350,"children":1351},{},[1352,1357],{"type":22,"tag":28,"props":1353,"children":1354},{},[1355],{"type":32,"value":1356},"Evaluating Content Structure and Source Authority:",{"type":32,"value":1358}," The system analyzes potential sources. It checks whether the text is clearly formatted, whether the facts match other reliable references, and whether the publishing site demonstrates real-world authority on the subject.",{"type":22,"tag":248,"props":1360,"children":1361},{},[1362,1367],{"type":22,"tag":28,"props":1363,"children":1364},{},[1365],{"type":32,"value":1366},"Synthesizing the Answer and Linking Sources:",{"type":32,"value":1368}," The engine extracts direct passages from the top-rated sources, writes a unified response, and attaches clickable links so the user can verify where the information came from.",{"type":22,"tag":23,"props":1370,"children":1372},{"id":1371},"the-core-2026-ai-search-visibility-ranking-factors",[1373,1377],{"type":22,"tag":920,"props":1374,"children":1376},{"alt":7,"src":1375},"https://assets.mkgmarketinginc.com/ee360449-da4d-4dfe-a8b0-4ac440db5ad4-ai-visibility-1.png",[],{"type":32,"value":1378},"The Core 2026 AI Search Visibility Ranking Factors",{"type":22,"tag":35,"props":1380,"children":1381},{},[1382],{"type":32,"value":1383},"Based on industry observations and current AI search visibility benchmarks for 2026, AI search algorithms look at six critical factors when deciding which sources deserve a quote:",{"type":22,"tag":288,"props":1385,"children":1387},{"id":1386},"_1-information-gain-and-uniqueness",[1388],{"type":32,"value":1389},"1. Information Gain and Uniqueness",{"type":22,"tag":35,"props":1391,"children":1392},{},[1393],{"type":32,"value":1394},"AI engines exist to synthesize what's already out there. If your article just repeats the same generic overview that ten other websites published, an LLM has zero reason to cite your brand. Information Gain measures how much new, non-redundant value a page brings to the table.",{"type":22,"tag":35,"props":1396,"children":1397},{},[1398],{"type":32,"value":1399},"To score high here, your content needs:",{"type":22,"tag":693,"props":1401,"children":1402},{},[1403,1408,1413],{"type":22,"tag":248,"props":1404,"children":1405},{},[1406],{"type":32,"value":1407},"Proprietary research, benchmark surveys, and original data.",{"type":22,"tag":248,"props":1409,"children":1410},{},[1411],{"type":32,"value":1412},"Direct commentary from verified subject matter experts.",{"type":22,"tag":248,"props":1414,"children":1415},{},[1416],{"type":32,"value":1417},"Real-world implementation metrics and detailed technical breakdowns.",{"type":22,"tag":288,"props":1419,"children":1421},{"id":1420},"_2-machine-readable-content-formatting-semantic-chunking",[1422],{"type":32,"value":1423},"2. Machine-Readable Content Formatting (Semantic Chunking)",{"type":22,"tag":35,"props":1425,"children":1426},{},[1427],{"type":32,"value":1428},"LLMs process web pages in \"chunks\" rather than reading articles sequentially from start to finish. If your key insights are buried inside massive walls of text with generic subheadings, the retrieval model is going to miss the context entirely.",{"type":22,"tag":35,"props":1430,"children":1431},{},[1432],{"type":32,"value":1433},"Winning sites use explicit, machine-readable formatting:",{"type":22,"tag":693,"props":1435,"children":1436},{},[1437,1447,1457],{"type":22,"tag":248,"props":1438,"children":1439},{},[1440,1445],{"type":22,"tag":28,"props":1441,"children":1442},{},[1443],{"type":32,"value":1444},"Question-and-Answer Headers:",{"type":32,"value":1446}," Use direct H2 and H3 subheadings that mirror natural-language user queries.",{"type":22,"tag":248,"props":1448,"children":1449},{},[1450,1455],{"type":22,"tag":28,"props":1451,"children":1452},{},[1453],{"type":32,"value":1454},"Bottom-Line-First Declarations:",{"type":32,"value":1456}," State the direct answer or main takeaway in the very first sentence beneath a heading before diving into the details.",{"type":22,"tag":248,"props":1458,"children":1459},{},[1460,1465],{"type":22,"tag":28,"props":1461,"children":1462},{},[1463],{"type":32,"value":1464},"Clean Data Tables and Lists:",{"type":32,"value":1466}," Present technical comparisons, feature breakdowns, and numerical data using structured HTML tables and bulleted lists.",{"type":22,"tag":288,"props":1468,"children":1470},{"id":1469},"_3-entity-consistency-and-schema-markup",[1471],{"type":32,"value":1472},"3. Entity Consistency and Schema Markup",{"type":22,"tag":35,"props":1474,"children":1475},{},[1476],{"type":32,"value":1477},"AI search engines build vast knowledge graphs of \"entities\" (companies, products, executives, and concepts). For an engine to confidently recommend your SaaS platform, it has to verify that your brand is a recognized, trusted entity in your category.",{"type":22,"tag":35,"props":1479,"children":1480},{},[1481],{"type":32,"value":1482},"Implementing detailed JSON-LD Schema markup, including Organization, SoftwareApplication, Article, and FAQPage schemas, gives search engines clear, explicit data about what you offer. When your on-page Schema matches external mentions across review platforms, news outlets, and industry databases, the LLM’s confidence score goes way up.",{"type":22,"tag":288,"props":1484,"children":1486},{"id":1485},"_4-technical-answer-density",[1487],{"type":32,"value":1488},"4. Technical Answer Density",{"type":22,"tag":35,"props":1490,"children":1491},{},[1492,1494,1499],{"type":32,"value":1493},"Answer density is all about the concentration of real, factual value relative to your total word count. Unedited AI fluff—filled with generic intros like ",{"type":22,"tag":197,"props":1495,"children":1496},{},[1497],{"type":32,"value":1498},"\"In today's fast-paced digital world...\"",{"type":32,"value":1500},"—completely dilutes your message.",{"type":22,"tag":35,"props":1502,"children":1503},{},[1504],{"type":32,"value":1505},"In 2026, AI retrieval systems favor high-density content that delivers precise technical facts, clear definitions, and actionable steps without any extra noise.",{"type":22,"tag":288,"props":1507,"children":1509},{"id":1508},"_5-multi-source-digital-co-citations",[1510],{"type":32,"value":1511},"5. Multi-Source Digital Co-Citations",{"type":22,"tag":35,"props":1513,"children":1514},{},[1515],{"type":32,"value":1516},"An LLM rarely relies on a single web page to build an answer, it cross-references multiple sources to verify facts. If your platform is mentioned with positive sentiment across third-party review sites, developer forums, PR releases, and partner docs, generative engines see your site as an authoritative industry reference.",{"type":22,"tag":288,"props":1518,"children":1520},{"id":1519},"_6-demonstrable-e-e-a-t-signals",[1521],{"type":32,"value":1522},"6. Demonstrable E-E-A-T Signals",{"type":22,"tag":35,"props":1524,"children":1525},{},[1526],{"type":32,"value":1527},"Experience, Expertise, Authoritativeness, and Trustworthiness (E-E-A-T) are as foundational as ever. AI engines actively look for proof that a real human with hands-on experience created or reviewed the content. Explicit author bios linked to verified LinkedIn profiles, direct quotes from company leaders, and clear links to primary sources all reinforce your site's trust score.",{"type":22,"tag":35,"props":1529,"children":1530},{},[1531],{"type":22,"tag":28,"props":1532,"children":1533},{},[1534],{"type":32,"value":971},{"type":22,"tag":35,"props":1536,"children":1537},{},[1538],{"type":22,"tag":197,"props":1539,"children":1540},{},[1541],{"type":32,"value":1542},"\"Understanding these technical AI ranking factors is essential for tech brands today. AI engines don't read content for entertainment—they crawl websites looking for structured facts they can instantly trust and quote. Structuring your site for machine readability isn't just an optimization tactic; it is the only way to protect your digital footprint and ensure your software stays on your buyers' shortlists as traditional search continues to evolve.\"",{"type":22,"tag":35,"props":1544,"children":1545},{},[1546,1547,1551],{"type":32,"value":990},{"type":22,"tag":28,"props":1548,"children":1549},{},[1550],{"type":32,"value":825},{"type":32,"value":1552},", Founder & CEO of MKG Marketing",{"type":22,"tag":35,"props":1554,"children":1555},{},[1556],{"type":22,"tag":920,"props":1557,"children":1559},{"alt":7,"src":1558},"https://assets.mkgmarketinginc.com/76a1ca67-794d-4085-afd3-68d0afbbb963-ai-visibility-2.png",[],{"type":22,"tag":23,"props":1561,"children":1563},{"id":1562},"combining-technical-ai-formatting-with-a-full-funnel-growth-strategy",[1564],{"type":32,"value":1565},"Combining Technical AI Formatting with a Full-Funnel Growth Strategy",{"type":22,"tag":35,"props":1567,"children":1568},{},[1569],{"type":32,"value":1570},"Appearing in AI search answers is a critical first step, but visibility alone does not close enterprise software deals. To convert that visibility into actual sales pipeline, tech companies need to connect their organic search efforts with paid channels and accurate tracking.",{"type":22,"tag":35,"props":1572,"children":1573},{},[1574],{"type":22,"tag":28,"props":1575,"children":1576},{},[1577],{"type":32,"value":1578},"Combining Organic and Paid Reach",{"type":22,"tag":35,"props":1580,"children":1581},{},[1582],{"type":32,"value":1583},"When an AI engine routinely quotes your brand as an industry authority, buyers build trust before they ever speak with your sales team. Companies can build on that momentum by pairing organic optimizations with targeted digital advertising. Running paid campaigns aimed at accounts searching for your software category ensures your brand stays visible in both sponsored ads and generated AI responses.",{"type":22,"tag":35,"props":1585,"children":1586},{},[1587],{"type":22,"tag":28,"props":1588,"children":1589},{},[1590],{"type":32,"value":1591},"Tracking Real-World Influence",{"type":22,"tag":35,"props":1593,"children":1594},{},[1595],{"type":32,"value":1596},"Because AI Overviews often answer questions directly on the screen, traditional \"last-click\" measurement tools no longer tell the full story. Using modern digital analytics allows marketing teams to track direct site traffic, self-reported source data, and sales cycle speed. This gives leadership a clear view of how search visibility actually drives revenue.",{"type":22,"tag":35,"props":1598,"children":1599},{},[1600],{"type":22,"tag":920,"props":1601,"children":1603},{"alt":7,"src":1602},"https://assets.mkgmarketinginc.com/221ea7d6-aa63-4d37-a9dd-78f35fdc9bf6-ai-visibility-3.png",[],{"type":22,"tag":23,"props":1605,"children":1607},{"id":1606},"future-proofing-your-brand-for-ai-search",[1608],{"type":32,"value":1609},"Future-Proofing Your Brand for AI Search",{"type":22,"tag":35,"props":1611,"children":1612},{},[1613],{"type":32,"value":1614},"Winning visibility in modern AI search comes down to three practical elements: clear site structure, verified real-world expertise, and a consistent presence across the web. As AI tools change how people research software, relying solely on old keyword-stuffing tactics will cause your brand to fall behind.",{"type":22,"tag":35,"props":1616,"children":1617},{},[1618],{"type":32,"value":1619},"At MKG Marketing, we specialize in helping B2B software and cybersecurity organizations navigate these complex search shifts. Our flat, senior-led structure means you work directly with experienced digital strategists, never junior handoffs. We deploy our unified Search Visibility Optimization (SVO) framework to ensure your website is structured for machine readability, citable by leading AI tools, and built to drive qualified sales pipeline.",{"type":22,"tag":288,"props":1621,"children":1623},{"id":1622},"take-control-of-your-ai-search-visibility",[1624],{"type":32,"value":1625},"Take Control of Your AI Search Visibility",{"type":22,"tag":693,"props":1627,"children":1628},{},[1629,1643,1656],{"type":22,"tag":248,"props":1630,"children":1631},{},[1632,1634,1641],{"type":32,"value":1633},"Ready to see how AI search engines view your website? Explore our",{"type":22,"tag":785,"props":1635,"children":1638},{"href":1636,"rel":1637},"https://mkgmarketinginc.com/expert-digital-marketing-services/",[789],[1639],{"type":32,"value":1640}," Search Visibility Optimization (SVO) Services",{"type":32,"value":1642}," or schedule an initial search strategy review with our senior team.",{"type":22,"tag":248,"props":1644,"children":1645},{},[1646,1648,1654],{"type":32,"value":1647},"Have questions about your site's technical structure or recent traffic changes?",{"type":22,"tag":785,"props":1649,"children":1651},{"href":1231,"rel":1650},[789],[1652],{"type":32,"value":1653}," Contact MKG Marketing directly",{"type":32,"value":1655}," to speak with a digital search expert.",{"type":22,"tag":248,"props":1657,"children":1658},{},[1659,1661,1668],{"type":32,"value":1660},"Want to learn more about the shift from traditional SEO to answer engine optimization? Read our guide on",{"type":22,"tag":785,"props":1662,"children":1665},{"href":1663,"rel":1664},"https://mkgmarketinginc.com/blog/seo/ai-search-vs-traditional-search-navigating-the-shift-to-search-visibility-optimization-svo/",[789],[1666],{"type":32,"value":1667}," AI Search vs Traditional Search: Navigating the Shift to SVO",{"type":32,"value":663},{"title":7,"searchDepth":794,"depth":794,"links":1670},[1671,1672,1680,1681],{"id":1310,"depth":794,"text":1313},{"id":1371,"depth":794,"text":1378,"children":1673},[1674,1675,1676,1677,1678,1679],{"id":1386,"depth":802,"text":1389},{"id":1420,"depth":802,"text":1423},{"id":1469,"depth":802,"text":1472},{"id":1485,"depth":802,"text":1488},{"id":1508,"depth":802,"text":1511},{"id":1519,"depth":802,"text":1522},{"id":1562,"depth":794,"text":1565},{"id":1606,"depth":794,"text":1609,"children":1682},[1683],{"id":1622,"depth":802,"text":1625},"content:blog:seo:ai-search-visibility-ranking-factors-2026-how-machines-decide-who-to-quote.md","blog/seo/ai-search-visibility-ranking-factors-2026-how-machines-decide-who-to-quote.md","blog/seo/ai-search-visibility-ranking-factors-2026-how-machines-decide-who-to-quote",6,{"_path":1689,"_dir":820,"_draft":6,"_partial":6,"_locale":7,"title":1690,"description":1691,"date":1692,"imgAlt":1693,"img":1694,"authors":1695,"body":1696,"_type":810,"_id":2165,"_source":812,"_file":2166,"_stem":2167,"_extension":815,"category":820,"minutes":1282},"/blog/seo/ai-search-vs-traditional-search-navigating-the-shift-to-search-visibility-optimization-svo","AI Search vs Traditional Search - Navigating the Shift to Search Visibility Optimization (SVO)","Traditional SEO is shifting. Learn how AI search engines are disrupting the ten blue links and how to win brand mentions in LLM responses.","2026-08-05T15:31:00.000Z","Stop Chasing Clicks, Capture Direct-Answer AI","https://assets.mkgmarketinginc.com/f8233c21-a553-4cdf-b08e-62ba6de46295-mkg-blog-ai-search-vs-traditional-search-hero-image.webp",[825],{"type":19,"children":1697,"toc":2145},[1698,1703,1709,1714,1732,1738,1743,1761,1773,1779,1784,1796,1806,1811,1816,1821,1839,1844,1853,1858,1863,1872,1882,1892,1897,1995,2001,2006,2011,2029,2035,2040,2046,2051,2057,2062,2068,2073,2083,2088,2093,2098,2104],{"type":22,"tag":35,"props":1699,"children":1700},{},[1701],{"type":32,"value":1702},"For nearly two decades, the digital playbook for B2B software and tech companies was tried and true: pick your keywords, optimize your site, build backlinks, and win the glory of a top ten spot on a page of blue links. Today… not so much. You might notice your organic website traffic dropping even though your keyword rankings haven't changed. The reason isn't that your competitors suddenly bought more backlinks—it is because the fundamental way people look for information has evolved. Users are moving away from traditional engines and turning to conversational models, leaving marketing leaders to navigate the massive operational shift between ai search vs traditional search engines. Fixing this isn't about buying more links; it’s about changing how your website presents information to be indexed by both humans and algorithms.",{"type":22,"tag":23,"props":1704,"children":1706},{"id":1705},"the-core-differences-ten-blue-links-vs-synthesized-answers",[1707],{"type":32,"value":1708},"The Core Differences: Ten Blue Links vs. Synthesized Answers",{"type":22,"tag":35,"props":1710,"children":1711},{},[1712],{"type":32,"value":1713},"To understand why traditional search engine optimization (SEO) is no longer enough on its own, we have to look at how user behavior and technology have diverged.",{"type":22,"tag":35,"props":1715,"children":1716},{},[1717,1719,1724,1726,1731],{"type":32,"value":1718},"When analyzing ai-driven search engines vs traditional search engines differences, the distinction comes down to ",{"type":22,"tag":197,"props":1720,"children":1721},{},[1722],{"type":32,"value":1723},"retrieval",{"type":32,"value":1725}," versus ",{"type":22,"tag":197,"props":1727,"children":1728},{},[1729],{"type":32,"value":1730},"synthesis",{"type":32,"value":663},{"type":22,"tag":288,"props":1733,"children":1735},{"id":1734},"traditional-search-the-index-and-click-engine",[1736],{"type":32,"value":1737},"Traditional Search: The Index and Click Engine",{"type":22,"tag":35,"props":1739,"children":1740},{},[1741],{"type":32,"value":1742},"Traditional search engines operate as massive directory indices. A user types a query like \"best enterprise CRM for SaaS,\" and the engine returns pages of indexed links ranked by relevance, domain authority, and technical optimization. The user must then:",{"type":22,"tag":244,"props":1744,"children":1745},{},[1746,1751,1756],{"type":22,"tag":248,"props":1747,"children":1748},{},[1749],{"type":32,"value":1750},"Click into three to five separate websites.",{"type":22,"tag":248,"props":1752,"children":1753},{},[1754],{"type":32,"value":1755},"Read through intro fluff and sales copy.",{"type":22,"tag":248,"props":1757,"children":1758},{},[1759],{"type":32,"value":1760},"Manually synthesize the data to make a decision.",{"type":22,"tag":35,"props":1762,"children":1763},{},[1764,1766,1771],{"type":32,"value":1765},"This model relies on driving traffic ",{"type":22,"tag":197,"props":1767,"children":1768},{},[1769],{"type":32,"value":1770},"to",{"type":32,"value":1772}," your website. Your site is the destination where the user finds the answer.",{"type":22,"tag":288,"props":1774,"children":1776},{"id":1775},"ai-search-the-direct-answer-engine",[1777],{"type":32,"value":1778},"AI Search: The Direct Answer Engine",{"type":22,"tag":35,"props":1780,"children":1781},{},[1782],{"type":32,"value":1783},"AI tools like ChatGPT, Perplexity, Claude, and Google AI Overviews bypass the directory model entirely. They do not just fetch links; they read, cross-reference, and summarize content from across the web into a single, cohesive answer right inside the search interface.",{"type":22,"tag":35,"props":1785,"children":1786},{},[1787,1789,1794],{"type":32,"value":1788},"When comparing traditional vs ai search results rankings, the target moves from ranking #1 on a keyword list to becoming the primary ",{"type":22,"tag":197,"props":1790,"children":1791},{},[1792],{"type":32,"value":1793},"cited source",{"type":32,"value":1795}," inside an LLM's generated summary. If an AI overview answers your prospect's question completely on the search page, they won't click through to your blog—even if you rank at the top of the organic list.",{"type":22,"tag":23,"props":1797,"children":1799},{"id":1798},"why-software-companies-are-losing-traffic-the-zero-click-reality",[1800,1804],{"type":22,"tag":920,"props":1801,"children":1803},{"alt":7,"src":1802},"https://assets.mkgmarketinginc.com/a22194a2-19e3-4d2b-a42e-4ad5c6d95b69-click.png",[],{"type":32,"value":1805},"Why Software Companies Are Losing Traffic (The Zero-Click Reality)",{"type":22,"tag":35,"props":1807,"children":1808},{},[1809],{"type":32,"value":1810},"This structural shift explains the mysterious drop in website sessions across B2B software and tech sectors. Buyers are getting their answers without ever visiting your domain.",{"type":22,"tag":35,"props":1812,"children":1813},{},[1814],{"type":32,"value":1815},"When considering ai enterprise search vs traditional enterprise search, enterprise software buyers are no longer hunting through lengthy technical documentation manually. They are asking AI engines to summarize product capabilities, compare pricing structures, and aggregate user reviews into single tables.",{"type":22,"tag":35,"props":1817,"children":1818},{},[1819],{"type":32,"value":1820},"If your marketing strategy relies exclusively on legacy SEO tactics, you face three major risks:",{"type":22,"tag":693,"props":1822,"children":1823},{},[1824,1829,1834],{"type":22,"tag":248,"props":1825,"children":1826},{},[1827],{"type":32,"value":1828},"Zero-Click Erosion: Higher-funnel informational traffic evaporates as AI Overviews satisfy search intent directly on the results page.",{"type":22,"tag":248,"props":1830,"children":1831},{},[1832],{"type":32,"value":1833},"Loss of Brand Mindshare: If LLMs aren't trained on or citing your content, your product simply doesn't exist during the buyer's initial research phase.",{"type":22,"tag":248,"props":1835,"children":1836},{},[1837],{"type":32,"value":1838},"Vanity Metric Misalignment: Your SEO agency may report stable keyword positions, but your inbound lead forms and phone calls tell a very different story.",{"type":22,"tag":288,"props":1840,"children":1842},{"id":1841},"expert-insight-from-mkg-marketing",[1843],{"type":32,"value":971},{"type":22,"tag":35,"props":1845,"children":1846},{},[1847,1851],{"type":22,"tag":197,"props":1848,"children":1849},{},[1850],{"type":32,"value":979},{"type":32,"value":1852},"AI is making the decision on what it's going to show the user. The system decided your content was the most trustworthy, most citable answer to that exact question for that exact person. Writing something good and checking the ‘helpful content’ boxes doesn't get you there. Those are very different bars.",{"type":22,"tag":35,"props":1854,"children":1855},{},[1856],{"type":32,"value":1857},"‘Helpful’ is table stakes. It's what gets you into the building, not into the room where the AI is assembling its answer.",{"type":22,"tag":35,"props":1859,"children":1860},{},[1861],{"type":32,"value":1862},"What gets you cited is specificity: The right category. Website & Page Structure. Consistent messaging across your entire footprint. A point of view that the model can actually extract and reuse with confidence.",{"type":22,"tag":35,"props":1864,"children":1865},{},[1866,1868],{"type":32,"value":1867},"So when Google says ‘just be helpful,’ they're not wrong. They're just leaving out about 80% of what actually matters. And the companies that take that advice at face value are going to watch their visibility collapse while their content quality stays perfectly fine.",{"type":22,"tag":197,"props":1869,"children":1870},{},[1871],{"type":32,"value":979},{"type":22,"tag":35,"props":1873,"children":1874},{},[1875,1876,1880],{"type":32,"value":990},{"type":22,"tag":28,"props":1877,"children":1878},{},[1879],{"type":32,"value":825},{"type":32,"value":1881},", CEO & Founder of MKG Marketing",{"type":22,"tag":23,"props":1883,"children":1885},{"id":1884},"the-evolution-moving-from-seo-to-svo-aeo-and-geo",[1886,1890],{"type":22,"tag":920,"props":1887,"children":1889},{"alt":7,"src":1888},"https://assets.mkgmarketinginc.com/4dd65826-2a82-444b-9693-b6845e4438c0-meeting.png",[],{"type":32,"value":1891},"The Evolution: Moving from SEO to SVO, AEO, and GEO",{"type":22,"tag":35,"props":1893,"children":1894},{},[1895],{"type":32,"value":1896},"To stay visible and continue generating qualified pipeline, marketing executives must expand their organic framework beyond traditional boundaries. This requires a modern, multi-layered approach:",{"type":22,"tag":41,"props":1898,"children":1899},{},[1900,1921],{"type":22,"tag":303,"props":1901,"children":1902},{},[1903],{"type":22,"tag":49,"props":1904,"children":1905},{},[1906,1911,1916],{"type":22,"tag":310,"props":1907,"children":1908},{},[1909],{"type":32,"value":1910},"Framework",{"type":22,"tag":310,"props":1912,"children":1913},{},[1914],{"type":32,"value":1915},"Full Name",{"type":22,"tag":310,"props":1917,"children":1918},{},[1919],{"type":32,"value":1920},"Primary Objective",{"type":22,"tag":45,"props":1922,"children":1923},{},[1924,1942,1960,1978],{"type":22,"tag":49,"props":1925,"children":1926},{},[1927,1932,1937],{"type":22,"tag":53,"props":1928,"children":1929},{},[1930],{"type":32,"value":1931},"SEO",{"type":22,"tag":53,"props":1933,"children":1934},{},[1935],{"type":32,"value":1936},"Search Engine Optimization",{"type":22,"tag":53,"props":1938,"children":1939},{},[1940],{"type":32,"value":1941},"Ranking pages on traditional search engine results pages (SERPs) for targeted keywords.",{"type":22,"tag":49,"props":1943,"children":1944},{},[1945,1950,1955],{"type":22,"tag":53,"props":1946,"children":1947},{},[1948],{"type":32,"value":1949},"AEO",{"type":22,"tag":53,"props":1951,"children":1952},{},[1953],{"type":32,"value":1954},"Answer Engine Optimization",{"type":22,"tag":53,"props":1956,"children":1957},{},[1958],{"type":32,"value":1959},"Structuring data so voice assistants and snippet engines can pull direct, succinct answers.",{"type":22,"tag":49,"props":1961,"children":1962},{},[1963,1968,1973],{"type":22,"tag":53,"props":1964,"children":1965},{},[1966],{"type":32,"value":1967},"GEO",{"type":22,"tag":53,"props":1969,"children":1970},{},[1971],{"type":32,"value":1972},"Generative Engine Optimization",{"type":22,"tag":53,"props":1974,"children":1975},{},[1976],{"type":32,"value":1977},"Formatting brand narrative, statistics, and domain expertise so LLMs ingest and cite your brand.",{"type":22,"tag":49,"props":1979,"children":1980},{},[1981,1985,1990],{"type":22,"tag":53,"props":1982,"children":1983},{},[1984],{"type":32,"value":16},{"type":22,"tag":53,"props":1986,"children":1987},{},[1988],{"type":32,"value":1989},"Search Visibility Optimization",{"type":22,"tag":53,"props":1991,"children":1992},{},[1993],{"type":32,"value":1994},"The Unified Strategy: Maximizing total brand presence across both traditional links and AI answer engines.",{"type":22,"tag":288,"props":1996,"children":1998},{"id":1997},"how-search-visibility-optimization-svo-solves-the-gap",[1999],{"type":32,"value":2000},"How Search Visibility Optimization (SVO) Solves the Gap",{"type":22,"tag":35,"props":2002,"children":2003},{},[2004],{"type":32,"value":2005},"SVO doesn't discard traditional SEO; it unifies SEO, AEO, and GEO into a single operational framework.",{"type":22,"tag":35,"props":2007,"children":2008},{},[2009],{"type":32,"value":2010},"Rather than chasing raw session counts, SVO focuses on Information Gain and Citations. To win citations in AI-generated answers, your web content must feature:",{"type":22,"tag":244,"props":2012,"children":2013},{},[2014,2019,2024],{"type":22,"tag":248,"props":2015,"children":2016},{},[2017],{"type":32,"value":2018},"Clear, Schema-Structured Data: Helping bots identify who you are, what your software does, and who you serve without guessing.",{"type":22,"tag":248,"props":2020,"children":2021},{},[2022],{"type":32,"value":2023},"First-Party Expertise (E-E-A-T): Unique data points, proprietary benchmark reports, and expert commentary that LLMs cannot synthesize from generic web text.",{"type":22,"tag":248,"props":2025,"children":2026},{},[2027],{"type":32,"value":2028},"Direct Answer Formatting: Clear, concise definitions at the top of technical pieces that allow answer engines to extract key takeaways cleanly.",{"type":22,"tag":23,"props":2030,"children":2032},{"id":2031},"practical-steps-to-adapt-your-search-strategy-today",[2033],{"type":32,"value":2034},"Practical Steps to Adapt Your Search Strategy Today",{"type":22,"tag":35,"props":2036,"children":2037},{},[2038],{"type":32,"value":2039},"Shifting your company's digital presence to capture both traditional and AI-driven search doesn't require scrapping your entire content library. It requires restructuring how your information is delivered.",{"type":22,"tag":288,"props":2041,"children":2043},{"id":2042},"_1-optimize-for-high-information-gain",[2044],{"type":32,"value":2045},"1. Optimize for High Information Gain",{"type":22,"tag":35,"props":2047,"children":2048},{},[2049],{"type":32,"value":2050},"Eliminate generic, top-of-funnel fluff articles that summarize widely available knowledge. AI engines already summarize that data effortlessly. Focus instead on deep, opinionated, original content: teardowns of real customer implementation challenges, original survey data, and niche technical workflows.",{"type":22,"tag":288,"props":2052,"children":2054},{"id":2053},"_2-standardize-entity-and-brand-citations",[2055],{"type":32,"value":2056},"2. Standardize Entity and Brand Citations",{"type":22,"tag":35,"props":2058,"children":2059},{},[2060],{"type":32,"value":2061},"Ensure your brand's core value proposition, product categories, and technical terminology are consistent across external review sites, Wikipedia entries, PR releases, and your own domain. LLMs establish trust by cross-referencing brand information across multiple authoritative sources.",{"type":22,"tag":288,"props":2063,"children":2065},{"id":2064},"_3-track-pipeline-impact-over-pure-clicks",[2066],{"type":32,"value":2067},"3. Track Pipeline Impact over Pure Clicks",{"type":22,"tag":35,"props":2069,"children":2070},{},[2071],{"type":32,"value":2072},"Recognize that a drop in informational blog clicks does not automatically mean a drop in revenue. If an AI search tool cites your software as the top recommendation for an enterprise query, the prospect may navigate directly to your pricing or contact page to initiate a call. Measure branded search volume, direct traffic, and pipeline velocity alongside traditional organic metrics.",{"type":22,"tag":23,"props":2074,"children":2076},{"id":2075},"summary-adapting-to-how-buyers-search-today",[2077,2081],{"type":22,"tag":920,"props":2078,"children":2080},{"alt":7,"src":2079},"https://assets.mkgmarketinginc.com/1a47aa4c-b986-4fd6-b30d-5ff622a02239-brain.png",[],{"type":32,"value":2082},"Summary: Adapting to How Buyers Search Today",{"type":22,"tag":35,"props":2084,"children":2085},{},[2086],{"type":32,"value":2087},"The debate surrounding ai search vs traditional search engines isn't about choosing one platform over the other. Traditional search engines will continue to process billions of queries, but AI-driven answer engines are rapidly capturing high-intent B2B research behavior. If software and tech companies want to keep filling their sales pipelines with new customers, they must adapt to how people search today.",{"type":22,"tag":35,"props":2089,"children":2090},{},[2091],{"type":32,"value":2092},"Succeeding in this new landscape requires a refined strategy, technical precision, and continuous testing across evolving engine algorithms.",{"type":22,"tag":35,"props":2094,"children":2095},{},[2096],{"type":32,"value":2097},"At MKG Marketing, we eliminate the guesswork. We provide a senior-led team of digital experts who handle your search strategy and technical execution directly—with zero handoffs to junior staff. We help growing tech organizations build future-proof organic engines that drive clear visibility, authoritative citations, and real business revenue.",{"type":22,"tag":288,"props":2099,"children":2101},{"id":2100},"ready-to-modernize-your-search-strategy",[2102],{"type":32,"value":2103},"Ready to Modernize Your Search Strategy?",{"type":22,"tag":693,"props":2105,"children":2106},{},[2107,2120,2132],{"type":22,"tag":248,"props":2108,"children":2109},{},[2110,2112,2118],{"type":32,"value":2111},"Organic search is constantly shifting. Let’s figure it out together. We help tech leaders cut through the noise and build search strategies that actually drive growth. Explore our ",{"type":22,"tag":785,"props":2113,"children":2115},{"href":1128,"rel":2114},[789],[2116],{"type":32,"value":2117},"Search Visibility Optimization (SVO) Services",{"type":32,"value":2119}," or book your initial search strategy review.",{"type":22,"tag":248,"props":2121,"children":2122},{},[2123,2125,2131],{"type":32,"value":2124},"Skip the generic SEO agency playbook. Our senior team works alongside you to build a tailored search strategy that gets your brand seen. Ready to fix traffic drops or scale what’s already working? ",{"type":22,"tag":785,"props":2126,"children":2128},{"href":1231,"rel":2127},[789],[2129],{"type":32,"value":2130},"Contact MKG Marketing today",{"type":32,"value":1237},{"type":22,"tag":248,"props":2133,"children":2134},{},[2135,2137,2144],{"type":32,"value":2136},"Ready to learn more about content quality in the age of artificial intelligence? We got you covered:",{"type":22,"tag":785,"props":2138,"children":2141},{"href":2139,"rel":2140},"https://mkgmarketinginc.com/blog/seo/is-ai-content-bad-for-seo-how-to-scale-traffic-without-sacrificing-rankings/",[789],[2142],{"type":32,"value":2143}," Is AI Content Bad for SEO? How to Scale Traffic Without Sacrificing Rankings",{"type":32,"value":663},{"title":7,"searchDepth":794,"depth":794,"links":2146},[2147,2151,2154,2157,2162],{"id":1705,"depth":794,"text":1708,"children":2148},[2149,2150],{"id":1734,"depth":802,"text":1737},{"id":1775,"depth":802,"text":1778},{"id":1798,"depth":794,"text":1805,"children":2152},[2153],{"id":1841,"depth":802,"text":971},{"id":1884,"depth":794,"text":1891,"children":2155},[2156],{"id":1997,"depth":802,"text":2000},{"id":2031,"depth":794,"text":2034,"children":2158},[2159,2160,2161],{"id":2042,"depth":802,"text":2045},{"id":2053,"depth":802,"text":2056},{"id":2064,"depth":802,"text":2067},{"id":2075,"depth":794,"text":2082,"children":2163},[2164],{"id":2100,"depth":802,"text":2103},"content:blog:seo:ai-search-vs-traditional-search-navigating-the-shift-to-search-visibility-optimization-svo.md","blog/seo/ai-search-vs-traditional-search-navigating-the-shift-to-search-visibility-optimization-svo.md","blog/seo/ai-search-vs-traditional-search-navigating-the-shift-to-search-visibility-optimization-svo",{"_path":2169,"_dir":820,"_draft":6,"_partial":6,"_locale":7,"title":2170,"description":2171,"date":2172,"img":2173,"imgAlt":2174,"body":2175,"_type":810,"_id":2536,"_source":812,"_file":2537,"_stem":2538,"_extension":815,"category":820,"minutes":802},"/blog/seo/search-visibility-optimization-svo-monthly-overview-july-2026","Search Visibility Optimization (SVO) Monthly Overview - July 2026","Stay updated on the July 2026 search landscape: Google’s granular Helpful Content Update, AI Overviews reaching 43% of US searches, new Search Console controls for AI Mode, and ChatGPT's integration of third-party platform data.","2026-08-04T16:16:55.368Z","https://assets.mkgmarketinginc.com/9bacf7c4-18eb-47f1-87fb-986cba555a73-Copy of 11766_(1920x1080) (7).png","close-up image of a blue pushpin marking a location on a detailed paper map",{"type":19,"children":2176,"toc":2528},[2177,2186,2264,2273,2331,2340,2397,2406,2450,2459,2464,2472,2477,2482,2515],{"type":22,"tag":23,"props":2178,"children":2180},{"id":2179},"executive-summary-the-tldr",[2181],{"type":22,"tag":28,"props":2182,"children":2183},{},[2184],{"type":32,"value":2185},"Executive Summary (The TL;DR)",{"type":22,"tag":693,"props":2187,"children":2188},{},[2189,2208,2226,2245],{"type":22,"tag":248,"props":2190,"children":2191},{},[2192,2197,2199,2206],{"type":22,"tag":28,"props":2193,"children":2194},{},[2195],{"type":32,"value":2196},"Google Refines Helpful Content Systems:",{"type":32,"value":2198}," The",{"type":22,"tag":785,"props":2200,"children":2203},{"href":2201,"rel":2202},"https://adelev8.com/blog/google-july-2026-helpful-content-update",[789],[2204],{"type":32,"value":2205}," July 2026 Helpful Content Update",{"type":32,"value":2207}," shifts evaluation metrics from blunt site-wide penalties to granular, section-level filtering, strictly penalizing synthetic, low-effort material while rewarding verified practitioner expertise.",{"type":22,"tag":248,"props":2209,"children":2210},{},[2211,2216,2218,2225],{"type":22,"tag":28,"props":2212,"children":2213},{},[2214],{"type":32,"value":2215},"AI Overviews Expansion:",{"type":32,"value":2217}," Google integrated live news carousels and direct image generation inside AI Overviews, which now feature in approximately",{"type":22,"tag":785,"props":2219,"children":2222},{"href":2220,"rel":2221},"https://www.artificialintelligence-news.com/news/google-ai-overviews-us-searches/",[789],[2223],{"type":32,"value":2224}," 43% of US searches",{"type":32,"value":663},{"type":22,"tag":248,"props":2227,"children":2228},{},[2229,2234,2236,2243],{"type":22,"tag":28,"props":2230,"children":2231},{},[2232],{"type":32,"value":2233},"Search Console Controls Updates:",{"type":32,"value":2235}," Site owners can now explicitly manage and isolate content inclusion within AI Overviews and AI Mode via",{"type":22,"tag":785,"props":2237,"children":2240},{"href":2238,"rel":2239},"https://www.numinix.com/blog/july-2026-seo-algorithm-news-update/",[789],[2241],{"type":32,"value":2242}," updated Search Console controls",{"type":32,"value":2244}," without sacrificing baseline organic rankings.",{"type":22,"tag":248,"props":2246,"children":2247},{},[2248,2253,2255,2262],{"type":22,"tag":28,"props":2249,"children":2250},{},[2251],{"type":32,"value":2252},"AEO and Third Party Integration:",{"type":32,"value":2254}," ChatGPT’s integration of live third-party platform data (such as",{"type":22,"tag":785,"props":2256,"children":2259},{"href":2257,"rel":2258},"https://searchengineland.com/google-to-update-local-services-ads-policies-in-july-479653",[789],[2260],{"type":32,"value":2261}," Yelp reviews, ratings, and photos",{"type":32,"value":2263},") forces B2B and B2C brands to optimize their multi-platform digital footprints beyond owned properties.",{"type":22,"tag":23,"props":2265,"children":2267},{"id":2266},"algorithm-technical-seo-updates",[2268],{"type":22,"tag":28,"props":2269,"children":2270},{},[2271],{"type":32,"value":2272},"Algorithm & Technical SEO Updates",{"type":22,"tag":693,"props":2274,"children":2275},{},[2276,2295,2313],{"type":22,"tag":248,"props":2277,"children":2278},{},[2279,2284,2286,2293],{"type":22,"tag":28,"props":2280,"children":2281},{},[2282],{"type":32,"value":2283},"The July 2026 Helpful Content Update:",{"type":32,"value":2285}," Google deployed a ",{"type":22,"tag":785,"props":2287,"children":2290},{"href":2288,"rel":2289},"https://seovendor.co/google-algorithm-updates-july-2026/",[789],[2291],{"type":32,"value":2292},"targeted update",{"type":32,"value":2294}," to its Helpful Content System, tightening synthetic content detection and increasing E-E-A-T weightings. Unlike previous iterations that carried a risk of broad site-wide demotions, this update introduces granular section-level assessments, permitting well-authored pages on otherwise mixed-quality domains to retain visibility.",{"type":22,"tag":248,"props":2296,"children":2297},{},[2298,2303,2305,2311],{"type":22,"tag":28,"props":2299,"children":2300},{},[2301],{"type":32,"value":2302},"Global Spam Countermeasures:",{"type":32,"value":2304}," Running alongside minor core adjustments, ",{"type":22,"tag":785,"props":2306,"children":2308},{"href":2238,"rel":2307},[789],[2309],{"type":32,"value":2310},"a global spam update",{"type":32,"value":2312}," rolled out to refine SpamBrain heuristics, targeting systemic manipulation patterns rather than isolated link-building tactics.",{"type":22,"tag":248,"props":2314,"children":2315},{},[2316,2321,2323,2329],{"type":22,"tag":28,"props":2317,"children":2318},{},[2319],{"type":32,"value":2320},"Search Console Shifts:",{"type":32,"value":2322}," Platform-wide properties and explicit GEO isolation controls ",{"type":22,"tag":785,"props":2324,"children":2326},{"href":2238,"rel":2325},[789],[2327],{"type":32,"value":2328},"went live",{"type":32,"value":2330},", enabling technical leaders to partition content accessibility for generative experiences without damaging classic organic indexing.",{"type":22,"tag":23,"props":2332,"children":2334},{"id":2333},"geoaeo-updates",[2335],{"type":22,"tag":28,"props":2336,"children":2337},{},[2338],{"type":32,"value":2339},"GEO/AEO Updates",{"type":22,"tag":693,"props":2341,"children":2342},{},[2343,2360,2378],{"type":22,"tag":248,"props":2344,"children":2345},{},[2346,2351,2353,2358],{"type":22,"tag":28,"props":2347,"children":2348},{},[2349],{"type":32,"value":2350},"AI Overview Saturation & Features:",{"type":32,"value":2352}," Market intelligence indicates AI Overviews now appear in roughly",{"type":22,"tag":785,"props":2354,"children":2356},{"href":2220,"rel":2355},[789],[2357],{"type":32,"value":2224},{"type":32,"value":2359},", fundamentally altering click-through dynamics. July updates added real-time news carousels and native AI-generated image creation directly into query responses, shifting user engagement loops.",{"type":22,"tag":248,"props":2361,"children":2362},{},[2363,2368,2370,2376],{"type":22,"tag":28,"props":2364,"children":2365},{},[2366],{"type":32,"value":2367},"Cross-Platform Citation Shifts:",{"type":32,"value":2369}," ChatGPT expanded its retrieval architecture by integrating live third-party review and vector data (including",{"type":22,"tag":785,"props":2371,"children":2373},{"href":2257,"rel":2372},[789],[2374],{"type":32,"value":2375}," Yelp reviews and ratings",{"type":32,"value":2377},"), illustrating that LLM engines rely heavily on aggregated ecosystem trust signals rather than just corporate web properties.",{"type":22,"tag":248,"props":2379,"children":2380},{},[2381,2386,2388,2395],{"type":22,"tag":28,"props":2382,"children":2383},{},[2384],{"type":32,"value":2385},"The \"Ghost Citation\" Phenomenon:",{"type":32,"value":2387}," ",{"type":22,"tag":785,"props":2389,"children":2392},{"href":2390,"rel":2391},"https://searchengineland.com/ai-halftime-report-h1-2026-483912",[789],[2393],{"type":32,"value":2394},"Emerging tracking data",{"type":32,"value":2396}," highlights that AI engines frequently synthesize information from third-party aggregators and forums, leaving primary creators uncredited unless structured entities are explicitly claimed and verified.",{"type":22,"tag":23,"props":2398,"children":2400},{"id":2399},"strategic-implications-for-leaders",[2401],{"type":22,"tag":28,"props":2402,"children":2403},{},[2404],{"type":32,"value":2405},"Strategic Implications for Leaders",{"type":22,"tag":693,"props":2407,"children":2408},{},[2409,2419],{"type":22,"tag":248,"props":2410,"children":2411},{},[2412,2417],{"type":22,"tag":28,"props":2413,"children":2414},{},[2415],{"type":32,"value":2416},"What to ignore:",{"type":32,"value":2418}," Short-term ranking fluctuations and mass content deletions. High-volume, automated articles no longer hold value under current search filters, making rapid content generation counterproductive.",{"type":22,"tag":248,"props":2420,"children":2421},{},[2422,2427],{"type":22,"tag":28,"props":2423,"children":2424},{},[2425],{"type":32,"value":2426},"Where to pivot:",{"type":22,"tag":693,"props":2428,"children":2429},{},[2430,2440],{"type":22,"tag":248,"props":2431,"children":2432},{},[2433,2438],{"type":22,"tag":28,"props":2434,"children":2435},{},[2436],{"type":32,"value":2437},"Clean up low-value content:",{"type":32,"value":2439}," Review site pages for thin or AI-generated text. Replace surface-level summaries with original research, customer case studies, and expert data that language models cannot replicate.",{"type":22,"tag":248,"props":2441,"children":2442},{},[2443,2448],{"type":22,"tag":28,"props":2444,"children":2445},{},[2446],{"type":32,"value":2447},"Standardize off-page brand data:",{"type":32,"value":2449}," Align Schema markup, corporate records, and third-party profiles across major directories and review platforms. Search engines and AI systems rely heavily on external sources to verify company authority.",{"type":22,"tag":23,"props":2451,"children":2453},{"id":2452},"looking-ahead",[2454],{"type":22,"tag":28,"props":2455,"children":2456},{},[2457],{"type":32,"value":2458},"Looking Ahead",{"type":22,"tag":35,"props":2460,"children":2461},{},[2462],{"type":32,"value":2463},"Google historically issues a major core algorithm update in late Q3. Growth teams should focus on deepening coverage within core subject areas rather than publishing broadly across adjacent topics.",{"type":22,"tag":23,"props":2465,"children":2467},{"id":2466},"search-visibility-optimization-svo",[2468],{"type":22,"tag":28,"props":2469,"children":2470},{},[2471],{"type":32,"value":1067},{"type":22,"tag":35,"props":2473,"children":2474},{},[2475],{"type":32,"value":2476},"Maintaining search traffic now requires managing three distinct channels: standard web indexing, answer engine citations (AEO), and generative search layouts (GEO).",{"type":22,"tag":35,"props":2478,"children":2479},{},[2480],{"type":32,"value":2481},"MKG assists growth-stage technology companies with:",{"type":22,"tag":693,"props":2483,"children":2484},{},[2485,2495,2505],{"type":22,"tag":248,"props":2486,"children":2487},{},[2488,2493],{"type":22,"tag":28,"props":2489,"children":2490},{},[2491],{"type":32,"value":2492},"GEO and AEO Audits:",{"type":32,"value":2494}," Evaluating brand presence and citation rates across ChatGPT, Perplexity, and Google AI Overviews.",{"type":22,"tag":248,"props":2496,"children":2497},{},[2498,2503],{"type":22,"tag":28,"props":2499,"children":2500},{},[2501],{"type":32,"value":2502},"Structured Data Infrastructure:",{"type":32,"value":2504}," Aligning Schema markup and technical index controls to safeguard search presence.",{"type":22,"tag":248,"props":2506,"children":2507},{},[2508,2513],{"type":22,"tag":28,"props":2509,"children":2510},{},[2511],{"type":32,"value":2512},"Pipeline Attribution Modeling:",{"type":32,"value":2514}," Measuring how generative search visibility impacts customer acquisition costs (CAC) and deal velocity.",{"type":22,"tag":35,"props":2516,"children":2517},{},[2518,2520,2526],{"type":32,"value":2519},"To review your domain's generative search visibility, ",{"type":22,"tag":785,"props":2521,"children":2523},{"href":1231,"rel":2522},[789],[2524],{"type":32,"value":2525},"schedule a consultation",{"type":32,"value":2527}," with an MKG search specialist.",{"title":7,"searchDepth":794,"depth":794,"links":2529},[2530,2531,2532,2533,2534,2535],{"id":2179,"depth":794,"text":2185},{"id":2266,"depth":794,"text":2272},{"id":2333,"depth":794,"text":2339},{"id":2399,"depth":794,"text":2405},{"id":2452,"depth":794,"text":2458},{"id":2466,"depth":794,"text":1067},"content:blog:seo:search-visibility-optimization-svo-monthly-overview-july-2026.md","blog/seo/search-visibility-optimization-svo-monthly-overview-july-2026.md","blog/seo/search-visibility-optimization-svo-monthly-overview-july-2026",{"_path":2540,"_dir":820,"_draft":6,"_partial":6,"_locale":7,"title":2541,"description":2542,"date":2543,"img":2544,"imgAlt":2545,"body":2546,"_type":810,"_id":3046,"_source":812,"_file":3047,"_stem":3048,"_extension":815,"category":820,"minutes":1282},"/blog/seo/is-ai-content-bad-for-seo-how-to-scale-traffic-without-sacrificing-rankings","Is AI Content Bad for SEO? How to Scale Traffic Without Sacrificing Rankings","Does AI-generated content impact SEO? Discover how to safely use AI tools to build traffic and why copy-pasting generic text will hurt your rankings.","2026-07-31T16:42:23.391Z","https://assets.mkgmarketinginc.com/a2137492-5860-4960-8c3b-cc662b7514b0-mkg-blog-is-ai-content-bad-for-seo.webp","Is AI Content Bad for SEO",{"type":19,"children":2547,"toc":3030},[2548,2560,2570,2575,2600,2605,2610,2633,2645,2650,2656,2661,2670,2689,2698,2703,2712,2731,2735,2744,2749,2754,2763,2773,2783,2795,2800,2809,2814,2823,2828,2846,2855,2860,2872,2885,2897,2909,2919,2924,2947,2956,2967,2972,2984,2990],{"type":22,"tag":35,"props":2549,"children":2550},{},[2551,2553,2558],{"type":32,"value":2552},"Let’s answer the question on every marketing leader’s mind right away: ",{"type":22,"tag":28,"props":2554,"children":2555},{},[2556],{"type":32,"value":2557},"No, AI content is not inherently bad for SEO.",{"type":32,"value":2559}," Google does not automatically penalize text simply because an artificial intelligence model generated it. In fact, Google’s official Search guidelines state that the search engine ranks content based on its helpfulness, relevance, and quality—not on who (or what) typed the words.",{"type":22,"tag":35,"props":2561,"children":2562},{},[2563,2565],{"type":32,"value":2564},"However, there is a massive caveat that every modern CMO and VP of Marketing must understand: ",{"type":22,"tag":28,"props":2566,"children":2567},{},[2568],{"type":32,"value":2569},"publishing unedited, mass-produced AI text is a fast track to losing traffic.",{"type":22,"tag":35,"props":2571,"children":2572},{},[2573],{"type":32,"value":2574},"While AI can drastically accelerate your research and drafting phases, relying on raw algorithm outputs to power your organic search strategy will inevitably hurt your brand. The internet is quickly becoming flooded with synthesized, low-effort fluff. Search engines are aggressively updating their algorithms to identify and down-rank generic copy that fails to bring new value to the web.",{"type":22,"tag":35,"props":2576,"children":2577},{},[2578,2580,2585,2587,2592,2594,2598],{"type":32,"value":2579},"So, ",{"type":22,"tag":28,"props":2581,"children":2582},{},[2583],{"type":32,"value":2584},"does AI-generated content impact SEO?",{"type":32,"value":2586}," Absolutely—for better or for worse depending entirely on ",{"type":22,"tag":197,"props":2588,"children":2589},{},[2590],{"type":32,"value":2591},"how",{"type":32,"value":2593}," you use it. To navigate this new era of search, B2B software and tech companies must learn how to safely leverage AI as an efficiency tool while keeping senior human strategy in full control. ",{"type":22,"tag":920,"props":2595,"children":2597},{"alt":7,"src":2596},"https://assets.mkgmarketinginc.com/e5fe90d6-da9d-42d8-8ca3-5c601eb33fc8-ai-content-bad-for-seo-1.png",[],{"type":32,"value":2599},"What Google Actually Cites About AI-Generated Content",{"type":22,"tag":35,"props":2601,"children":2602},{},[2603],{"type":32,"value":2604},"A widespread myth floating around boardrooms is that Google possesses a universal \"AI detector\" that immediately penalizes any site using machine learning tools. This misconception has led to two extreme behaviors: organizations either banned AI entirely out of fear, or they went all-in, firing editorial teams and pumping out hundreds of unvetted AI articles a month.",{"type":22,"tag":35,"props":2606,"children":2607},{},[2608],{"type":32,"value":2609},"Both approaches are flawed. Google’s position on AI content is clear and consistent:",{"type":22,"tag":693,"props":2611,"children":2612},{},[2613,2623],{"type":22,"tag":248,"props":2614,"children":2615},{},[2616,2621],{"type":22,"tag":28,"props":2617,"children":2618},{},[2619],{"type":32,"value":2620},"Intent matters over medium:",{"type":32,"value":2622}," If you use automation, including generative AI, primarily to manipulate search rankings, it is considered a violation of Google's spam policies.",{"type":22,"tag":248,"props":2624,"children":2625},{},[2626,2631],{"type":22,"tag":28,"props":2627,"children":2628},{},[2629],{"type":32,"value":2630},"Quality is the ultimate benchmark:",{"type":32,"value":2632}," If your content offers original information, insightful analysis, and clear utility to the searcher, Google will reward it—regardless of whether AI helped draft the paragraphs.",{"type":22,"tag":35,"props":2634,"children":2635},{},[2636,2638,2643],{"type":32,"value":2637},"This distinction rests on Google’s ",{"type":22,"tag":28,"props":2639,"children":2640},{},[2641],{"type":32,"value":2642},"E-E-A-T framework",{"type":32,"value":2644},": Experience, Expertise, Authoritativeness, and Trustworthiness.",{"type":22,"tag":35,"props":2646,"children":2647},{},[2648],{"type":32,"value":2649},"Generative AI models are trained on existing web data; by design, they scrape, synthesize, and regurgitate information that has already been published. They cannot draw from personal background, run proprietary benchmark studies, or conduct interviews with industry veterans. Therefore, raw AI content inherently lacks the \"First-Hand Experience\" and deep \"Expertise\" required to satisfy modern search criteria.",{"type":22,"tag":23,"props":2651,"children":2653},{"id":2652},"why-copy-pasting-ai-copy-destroys-your-organic-traffic",[2654],{"type":32,"value":2655},"Why Copy-Pasting AI Copy Destroys Your Organic Traffic",{"type":22,"tag":35,"props":2657,"children":2658},{},[2659],{"type":32,"value":2660},"If Google doesn't penalize AI text on principle, why are so many tech sites seeing their organic impressions plummet after launching automated content initiatives? The answer lies in the subtle traps of machine-generated prose.",{"type":22,"tag":288,"props":2662,"children":2664},{"id":2663},"_1-the-information-gain-problem",[2665],{"type":22,"tag":28,"props":2666,"children":2667},{},[2668],{"type":32,"value":2669},"1. The Information Gain Problem",{"type":22,"tag":35,"props":2671,"children":2672},{},[2673,2675,2680,2682,2687],{"type":32,"value":2674},"Search engine algorithms are increasingly prioritizing ",{"type":22,"tag":28,"props":2676,"children":2677},{},[2678],{"type":32,"value":2679},"Information Gain",{"type":32,"value":2681},"—a metric that measures whether a piece of content adds ",{"type":22,"tag":197,"props":2683,"children":2684},{},[2685],{"type":32,"value":2686},"new",{"type":32,"value":2688}," facts, perspectives, or data points to a topic compared to existing index results. When an AI tool drafts an article, it simply summarizes what the top ten results on Google are already saying. It offers zero information gain. If your page is merely an average of what is already online, Google has no incentive to rank you above established competitors.",{"type":22,"tag":288,"props":2690,"children":2692},{"id":2691},"_2-hallucinations-and-brand-risk",[2693],{"type":22,"tag":28,"props":2694,"children":2695},{},[2696],{"type":32,"value":2697},"2. Hallucinations and Brand Risk",{"type":22,"tag":35,"props":2699,"children":2700},{},[2701],{"type":32,"value":2702},"Large Language Models (LLMs) are predictive engines, not factual databases. They routinely invent statistics, misquote technical documentation, and present incorrect product capabilities with total confidence. Publishing hallucinated facts erodes consumer trust and signals to search crawlers that your site lacks basic editorial integrity.",{"type":22,"tag":288,"props":2704,"children":2706},{"id":2705},"_3-the-homogenization-of-brand-voice",[2707],{"type":22,"tag":28,"props":2708,"children":2709},{},[2710],{"type":32,"value":2711},"3. The Homogenization of Brand Voice",{"type":22,"tag":35,"props":2713,"children":2714},{},[2715,2717,2722,2724,2729],{"type":32,"value":2716},"B2B tech buyers are sophisticated. They can spot low-effort, synthetic writing instantly. Text bloated with hollow transitions (",{"type":22,"tag":197,"props":2718,"children":2719},{},[2720],{"type":32,"value":2721},"\"In today's fast-paced digital landscape...\"",{"type":32,"value":2723}," or ",{"type":22,"tag":197,"props":2725,"children":2726},{},[2727],{"type":32,"value":2728},"\"It is crucial to leverage...\"",{"type":32,"value":2730},") signals to prospects that your company lacks real point-of-view authority. If your content sounds identical to every competitor using the same prompts, you lose your market positioning.",{"type":22,"tag":23,"props":2732,"children":2733},{"id":1841},[2734],{"type":32,"value":971},{"type":22,"tag":35,"props":2736,"children":2737},{},[2738,2742],{"type":22,"tag":197,"props":2739,"children":2740},{},[2741],{"type":32,"value":979},{"type":32,"value":2743},"The AI has no reason to pick yours over theirs. It's looking for something it can confidently reuse, and if your version doesn't add anything new, you're background noise.",{"type":22,"tag":35,"props":2745,"children":2746},{},[2747],{"type":32,"value":2748},"So instead of writing more, I'm going page by page through what already exists and asking one question: does this page say something that no other page on the internet says?",{"type":22,"tag":35,"props":2750,"children":2751},{},[2752],{"type":32,"value":2753},"Original data. A real client pattern you documented. A first-person account of what actually happened when you tried the thing everyone recommends. ",{"type":22,"tag":35,"props":2755,"children":2756},{},[2757,2759],{"type":32,"value":2758},"That's what AI pulls in. The generic stuff is what AI already has forty versions of. It doesn't need yours.",{"type":22,"tag":197,"props":2760,"children":2761},{},[2762],{"type":32,"value":979},{"type":22,"tag":35,"props":2764,"children":2765},{},[2766,2767,2771],{"type":32,"value":990},{"type":22,"tag":28,"props":2768,"children":2769},{},[2770],{"type":32,"value":825},{"type":32,"value":2772},", CEO of MKG Marketing",{"type":22,"tag":23,"props":2774,"children":2776},{"id":2775},"how-to-safely-use-ai-as-a-marketing-assistant-not-a-lead-strategist",[2777,2781],{"type":22,"tag":920,"props":2778,"children":2780},{"alt":7,"src":2779},"https://assets.mkgmarketinginc.com/c8d0926d-82b9-42f9-85f4-3c433da82d78-ai-content-bad-for-seo-2.png",[],{"type":32,"value":2782},"How to Safely Use AI as a Marketing Assistant (Not a Lead Strategist)",{"type":22,"tag":35,"props":2784,"children":2785},{},[2786,2788,2793],{"type":32,"value":2787},"To succeed in search today, modern tech companies don't need to abandon AI; they need to integrate it into a ",{"type":22,"tag":28,"props":2789,"children":2790},{},[2791],{"type":32,"value":2792},"human-led editorial workflow",{"type":32,"value":2794},". AI should act as the junior analyst that handles heavy administrative lifting, while senior strategists serve as the editorial director.",{"type":22,"tag":35,"props":2796,"children":2797},{},[2798],{"type":32,"value":2799},"Here is how high-growth organizations use AI tools safely without putting their search performance at risk:",{"type":22,"tag":288,"props":2801,"children":2803},{"id":2802},"_1-accelerate-research-and-formatting",[2804],{"type":22,"tag":28,"props":2805,"children":2806},{},[2807],{"type":32,"value":2808},"1. Accelerate Research and Formatting",{"type":22,"tag":35,"props":2810,"children":2811},{},[2812],{"type":32,"value":2813},"Use AI to synthesize lengthy transcripts, cluster search intent, organize raw data, and draft initial structural outlines. Asking an AI tool to suggest five logical structural flows for a technical guide saves hours of brainstorming without diluting your editorial voice.",{"type":22,"tag":288,"props":2815,"children":2817},{"id":2816},"_2-inject-proprietary-data-and-human-storytelling",[2818],{"type":22,"tag":28,"props":2819,"children":2820},{},[2821],{"type":32,"value":2822},"2. Inject Proprietary Data and Human Storytelling",{"type":22,"tag":35,"props":2824,"children":2825},{},[2826],{"type":32,"value":2827},"Once a rough outline or foundational draft exists, a subject matter expert (SME) must step in. Inject real-world elements that an algorithm can never produce:",{"type":22,"tag":693,"props":2829,"children":2830},{},[2831,2836,2841],{"type":22,"tag":248,"props":2832,"children":2833},{},[2834],{"type":32,"value":2835},"Customer case studies and real implementation metrics.",{"type":22,"tag":248,"props":2837,"children":2838},{},[2839],{"type":32,"value":2840},"Direct quotes from internal product architects or sales engineers.",{"type":22,"tag":248,"props":2842,"children":2843},{},[2844],{"type":32,"value":2845},"Unique takeaways or counter-intuitive opinions that challenge status-quo industry advice.",{"type":22,"tag":288,"props":2847,"children":2849},{"id":2848},"_3-rigorous-fact-checking-and-editorial-oversight",[2850],{"type":22,"tag":28,"props":2851,"children":2852},{},[2853],{"type":32,"value":2854},"3. Rigorous Fact-Checking and Editorial Oversight",{"type":22,"tag":35,"props":2856,"children":2857},{},[2858],{"type":32,"value":2859},"Every claim, statistic, and technical instruction generated during the drafting phase must be verified by a human editor. Ensure the tone matches your brand guidelines and eliminate boilerplate AI phrasing.",{"type":22,"tag":35,"props":2861,"children":2862},{},[2863,2865,2870],{"type":32,"value":2864},"Want to see how your current search strategy measures up against the latest engine updates? Explore our comprehensive",{"type":22,"tag":785,"props":2866,"children":2868},{"href":1128,"rel":2867},[789],[2869],{"type":32,"value":1132},{"type":32,"value":2871}," or book an initial search strategy review with our senior team today.",{"type":22,"tag":23,"props":2873,"children":2875},{"id":2874},"beyond-traditional-seo-preparing-for-search-visibility-optimization-svo",[2876,2880],{"type":22,"tag":920,"props":2877,"children":2879},{"alt":7,"src":2878},"https://assets.mkgmarketinginc.com/2cd275b2-b56c-4864-b728-e18e54f45370-ai-content-bad-for-seo-3.png",[],{"type":22,"tag":28,"props":2881,"children":2882},{},[2883],{"type":32,"value":2884},"Beyond Traditional SEO: Preparing for Search Visibility Optimization (SVO)",{"type":22,"tag":35,"props":2886,"children":2887},{},[2888,2890,2895],{"type":32,"value":2889},"The debate over whether AI-generated content ",{"type":22,"tag":28,"props":2891,"children":2892},{},[2893],{"type":32,"value":2894},"is good for seo",{"type":32,"value":2896}," is part of a much larger shift in how users find information. Search is no longer confined to a list of ten blue links on a traditional search results page.",{"type":22,"tag":35,"props":2898,"children":2899},{},[2900,2902,2907],{"type":32,"value":2901},"With the rapid adoption of AI Overviews, ChatGPT, Claude, and Perplexity, users are increasingly getting direct answers synthesized and generated right inside search interfaces. This shift means that optimizing purely for keyword clicks is no longer enough. You must optimize for ",{"type":22,"tag":28,"props":2903,"children":2904},{},[2905],{"type":32,"value":2906},"total brand visibility",{"type":32,"value":2908}," across AI search models and traditional engines alike.",{"type":22,"tag":35,"props":2910,"children":2911},{},[2912,2914,2918],{"type":32,"value":2913},"This evolution is what we call ",{"type":22,"tag":28,"props":2915,"children":2916},{},[2917],{"type":32,"value":1067},{"type":32,"value":663},{"type":22,"tag":35,"props":2920,"children":2921},{},[2922],{"type":32,"value":2923},"To win in an SVO-driven ecosystem, your content must be authoritative enough that AI models choose to cite your brand as the primary source of truth. Generic, auto-generated articles will never be cited by AI search tools because those articles lack original authority. The only way to capture mindshare in both AI answers and traditional search lists is by publishing high-gain, expert-driven content that clearly demonstrates E-E-A-T.",{"type":22,"tag":35,"props":2925,"children":2926},{},[2927,2929,2936,2938,2945],{"type":32,"value":2928},"If your organic reach is stalling due to changing algorithms, taking a holistic view of your digital presence is essential. Aligning your organic content strategy with high-intent paid acquisition via",{"type":22,"tag":785,"props":2930,"children":2933},{"href":2931,"rel":2932},"https://www.google.com/search?q=https://mkgmarketinginc.com/services/digital-advertising/",[789],[2934],{"type":32,"value":2935}," Digital Advertising",{"type":32,"value":2937}," and measuring true user journeys through robust",{"type":22,"tag":785,"props":2939,"children":2942},{"href":2940,"rel":2941},"https://www.google.com/search?q=https://mkgmarketinginc.com/services/analytics/",[789],[2943],{"type":32,"value":2944}," Digital Analytics",{"type":32,"value":2946}," ensures your marketing engine generates pipeline—not just empty clicks.",{"type":22,"tag":23,"props":2948,"children":2950},{"id":2949},"summary-adapting-your-search-engine-strategy-for-long-term-growth",[2951],{"type":22,"tag":28,"props":2952,"children":2953},{},[2954],{"type":32,"value":2955},"Summary: Adapting Your Search Engine Strategy for Long-Term Growth",{"type":22,"tag":35,"props":2957,"children":2958},{},[2959,2961,2965],{"type":32,"value":2960},"To recap: ",{"type":22,"tag":28,"props":2962,"children":2963},{},[2964],{"type":32,"value":2584},{"type":32,"value":2966}," Yes. If you treat AI as a magic shortcut to generate hundreds of unvetted blog posts, your search visibility will eventually collapse; quickly building a house out of AI sticks won’t protect you when the Big Bad Search Engine Wolf comes calling. But if you treat AI as an efficiency engine that supports a human-led, expert-driven content pipeline, you can scale output without sacrificing rankings.",{"type":22,"tag":35,"props":2968,"children":2969},{},[2970],{"type":32,"value":2971},"As search engines adapt to the flood of synthetic content, companies must adapt how they communicate with their buyers. The brands that win over the next decade won't be those that avoid AI, nor will they be those that hand their entire marketing strategy over to algorithms. The winners will be the organizations that pair cutting-edge tools with an authentic, human-driven brand voice.",{"type":22,"tag":35,"props":2973,"children":2974},{},[2975,2977,2982],{"type":32,"value":2976},"At ",{"type":22,"tag":28,"props":2978,"children":2979},{},[2980],{"type":32,"value":2981},"MKG Marketing",{"type":32,"value":2983},", we don't pass your search strategy off to junior account managers or unmonitored software bots. We provide an experienced, senior-led team that handles both the high-level strategy and technical execution directly. We help B2B tech and software companies navigate complex search updates, build a sustainable organic pipeline, and maintain complete operational control over their brand narrative.",{"type":22,"tag":23,"props":2985,"children":2987},{"id":2986},"ready-to-build-a-future-proof-search-strategy",[2988],{"type":32,"value":2989},"Ready to Build a Future-Proof Search Strategy?",{"type":22,"tag":693,"props":2991,"children":2992},{},[2993,3005,3017],{"type":22,"tag":248,"props":2994,"children":2995},{},[2996,2998,3004],{"type":32,"value":2997},"Learn how our senior-led team can audit and elevate your organic reach.",{"type":22,"tag":785,"props":2999,"children":3001},{"href":1128,"rel":3000},[789],[3002],{"type":32,"value":3003}," Explore our Search Visibility Optimization (SVO) Services & Strategy Reviews",{"type":32,"value":663},{"type":22,"tag":248,"props":3006,"children":3007},{},[3008,3010,3016],{"type":32,"value":3009},"Have immediate questions about your traffic or upcoming search updates?",{"type":22,"tag":785,"props":3011,"children":3013},{"href":1231,"rel":3012},[789],[3014],{"type":32,"value":3015}," Contact the MKG Marketing Team directly",{"type":32,"value":1237},{"type":22,"tag":248,"props":3018,"children":3019},{},[3020,3022,3029],{"type":32,"value":3021},"Want to dive deeper into modern search trends? Read our latest guide:",{"type":22,"tag":785,"props":3023,"children":3026},{"href":3024,"rel":3025},"https://mkgmarketinginc.com/blog/",[789],[3027],{"type":32,"value":3028}," Beyond Last-Click: How to Measure Marketing Influence in an AI-First World",{"type":32,"value":663},{"title":7,"searchDepth":794,"depth":794,"links":3031},[3032,3037,3038,3043,3044,3045],{"id":2652,"depth":794,"text":2655,"children":3033},[3034,3035,3036],{"id":2663,"depth":802,"text":2669},{"id":2691,"depth":802,"text":2697},{"id":2705,"depth":802,"text":2711},{"id":1841,"depth":794,"text":971},{"id":2775,"depth":794,"text":2782,"children":3039},[3040,3041,3042],{"id":2802,"depth":802,"text":2808},{"id":2816,"depth":802,"text":2822},{"id":2848,"depth":802,"text":2854},{"id":2874,"depth":794,"text":2884},{"id":2949,"depth":794,"text":2955},{"id":2986,"depth":794,"text":2989},"content:blog:seo:is-ai-content-bad-for-seo-how-to-scale-traffic-without-sacrificing-rankings.md","blog/seo/is-ai-content-bad-for-seo-how-to-scale-traffic-without-sacrificing-rankings.md","blog/seo/is-ai-content-bad-for-seo-how-to-scale-traffic-without-sacrificing-rankings",[3050,3623,4299],{"_path":3051,"_dir":3052,"_draft":6,"_partial":6,"_locale":7,"title":3053,"description":3054,"_schema":10,"authors":3055,"date":3056,"img":3057,"imgAlt":3058,"body":3059,"_type":810,"_id":3620,"_source":812,"_file":3621,"_stem":3622,"_extension":815,"category":3052,"minutes":1687},"/blog/svo/the-invisibility-crisis-why-your-brand-is-missing-from-the-ai-shortlist","svo","The Invisibility Crisis-Why Your Brand Is Missing from the AI Shortlist","AI is reshaping how people find, compare, and choose brands. In this guide, you'll see why traditional SEO rankings on their own no longer cut it—and what it takes to make sure your brand shows up on AI's short list.",[],"2026-02-10T16:41:00Z","/images/blog/invisibility-crisis-hero-image.webp","Invisibility Crisis",{"type":19,"children":3060,"toc":3613},[3061,3066,3071,3076,3081,3086,3091,3096,3105,3110,3115,3143,3148,3153,3158,3169,3178,3183,3188,3196,3201,3209,3214,3222,3227,3232,3240,3245,3250,3258,3263,3268,3278,3287,3292,3297,3305,3310,3338,3343,3351,3356,3394,3399,3407,3412,3435,3440,3448,3453,3486,3491,3499,3504,3509,3532,3540,3547,3556,3561,3566,3571,3576,3581,3586,3591,3596,3605,3610],{"type":22,"tag":35,"props":3062,"children":3063},{},[3064],{"type":32,"value":3065},"For years, visibility meant one thing: rankings. Get your page onto page one. Climb into the top spots. Win the click. If you could do that consistently, you had a dependable growth channel.",{"type":22,"tag":35,"props":3067,"children":3068},{},[3069],{"type":32,"value":3070},"That world isn't gone—but it's no longer the whole story.",{"type":22,"tag":35,"props":3072,"children":3073},{},[3074],{"type":32,"value":3075},"A new layer now sits on top of search: the AI shortlist. It's the small set of names that appear in AI answers, recommendations, summaries, and \"best of\" lists. And if your brand isn't on that list, you can be doing a lot of work and still feel like you're invisible.",{"type":22,"tag":35,"props":3077,"children":3078},{},[3079],{"type":32,"value":3080},"Not invisible to people who already know you—but invisible at the moment that matters most: when someone is trying to decide. When they ask an AI tool, \"What should I use?\" \"What's the best way?\" \"Who are the top options?\" The AI doesn't explore your site like a human. It looks for patterns—signals of trust, clarity, consistency, and proof—and then compresses the entire market into a short list.",{"type":22,"tag":35,"props":3082,"children":3083},{},[3084],{"type":32,"value":3085},"Here's the uncomfortable truth: the AI shortlist is becoming the new front page.",{"type":22,"tag":35,"props":3087,"children":3088},{},[3089],{"type":32,"value":3090},"And many brands aren't even in the conversation.",{"type":22,"tag":35,"props":3092,"children":3093},{},[3094],{"type":32,"value":3095},"This is the invisibility crisis. Not a ranking crisis. A relevance crisis.",{"type":22,"tag":23,"props":3097,"children":3099},{"id":3098},"what-the-ai-shortlist-actually-is",[3100],{"type":22,"tag":28,"props":3101,"children":3102},{},[3103],{"type":32,"value":3104},"What the AI shortlist actually is",{"type":22,"tag":35,"props":3106,"children":3107},{},[3108],{"type":32,"value":3109},"AI tools aren't just retrieving links. They're making a judgment call. They're assembling a \"most likely\" set of options based on what they can confidently synthesize.",{"type":22,"tag":35,"props":3111,"children":3112},{},[3113],{"type":32,"value":3114},"That shortlist is shaped by a few big inputs:",{"type":22,"tag":693,"props":3116,"children":3117},{},[3118,3123,3128,3133,3138],{"type":22,"tag":248,"props":3119,"children":3120},{},[3121],{"type":32,"value":3122},"Whether your brand is mentioned consistently across credible sources",{"type":22,"tag":248,"props":3124,"children":3125},{},[3126],{"type":32,"value":3127},"Whether your positioning is clear enough to summarize accurately",{"type":22,"tag":248,"props":3129,"children":3130},{},[3131],{"type":32,"value":3132},"Whether your content answers questions directly (not just markets features)",{"type":22,"tag":248,"props":3134,"children":3135},{},[3136],{"type":32,"value":3137},"Whether there's proof—examples, use cases, outcomes—that can be cited",{"type":22,"tag":248,"props":3139,"children":3140},{},[3141],{"type":32,"value":3142},"Whether the market's language matches the language you use",{"type":22,"tag":35,"props":3144,"children":3145},{},[3146],{"type":32,"value":3147},"If those signals are missing, you won't necessarily drop in rankings overnight. You'll just stop appearing in the answers that are replacing the click.",{"type":22,"tag":35,"props":3149,"children":3150},{},[3151],{"type":32,"value":3152},"And that's why this feels so confusing. You might see \"fine\" performance in traditional dashboards while your inbound pipeline quietly changes shape.",{"type":22,"tag":35,"props":3154,"children":3155},{},[3156],{"type":32,"value":3157},"Because the user didn't click. They decided earlier.",{"type":22,"tag":35,"props":3159,"children":3160},{},[3161,3165],{"type":22,"tag":3162,"props":3163,"children":3164},"br",{},[],{"type":22,"tag":920,"props":3166,"children":3168},{"alt":7,"src":3167},"/images/blog/the-invisibility-crisis-blog-image-1.png",[],{"type":22,"tag":23,"props":3170,"children":3172},{"id":3171},"why-youre-missing-the-five-causes-of-ai-invisibility",[3173],{"type":22,"tag":28,"props":3174,"children":3175},{},[3176],{"type":32,"value":3177},"Why you're missing: the five causes of AI invisibility",{"type":22,"tag":35,"props":3179,"children":3180},{},[3181],{"type":32,"value":3182},"If your brand isn't showing up, it's rarely because you're not good. It's because the web doesn't describe you in a way AI can confidently repeat.",{"type":22,"tag":35,"props":3184,"children":3185},{},[3186],{"type":32,"value":3187},"Here are the most common reasons.",{"type":22,"tag":35,"props":3189,"children":3190},{},[3191],{"type":22,"tag":28,"props":3192,"children":3193},{},[3194],{"type":32,"value":3195},"1) Your positioning is too vague to quote",{"type":22,"tag":35,"props":3197,"children":3198},{},[3199],{"type":32,"value":3200},"AI needs clarity. It needs to be able to say, \"This is what they do, for this type of buyer, in this situation.\" If your messaging is a fog of broad claims—\"innovative,\" \"leading,\" \"end-to-end\"—there's nothing to anchor to. The AI won't take a risk trying to interpret you. It will choose someone easier to summarize.",{"type":22,"tag":35,"props":3202,"children":3203},{},[3204],{"type":22,"tag":28,"props":3205,"children":3206},{},[3207],{"type":32,"value":3208},"2) Your content is written for approval, not understanding",{"type":22,"tag":35,"props":3210,"children":3211},{},[3212],{"type":32,"value":3213},"Much brand content is designed to offend no one. It's safe, polished, and unmemorable. AI doesn't reward safety. It rewards specifically. If your pages avoid direct answers, avoid comparisons, avoid strong points of view, and avoid concrete use cases, there's very little to extract.",{"type":22,"tag":35,"props":3215,"children":3216},{},[3217],{"type":22,"tag":28,"props":3218,"children":3219},{},[3220],{"type":32,"value":3221},"3) You have authority on your site, but not across the web",{"type":22,"tag":35,"props":3223,"children":3224},{},[3225],{"type":32,"value":3226},"AI systems learn from the broader web, not just your domain. If your brand is only \"present\" inside your own content, you may look invisible externally. Mentions, citations, third-party references, community discussions, podcasts, conference recaps—these build a public footprint AI can see.",{"type":22,"tag":35,"props":3228,"children":3229},{},[3230],{"type":32,"value":3231},"If nobody talks about you anywhere but you, you won't look like a default option.",{"type":22,"tag":35,"props":3233,"children":3234},{},[3235],{"type":22,"tag":28,"props":3236,"children":3237},{},[3238],{"type":32,"value":3239},"4) You don't match the market's language",{"type":22,"tag":35,"props":3241,"children":3242},{},[3243],{"type":32,"value":3244},"AI answers are heavily shaped by the wording of prompts. If you call something \"workflow acceleration\" but everyone asks for \"automation,\" you'll miss. If your page titles don't mirror real questions, you'll miss. If your product categories don't align with how people search and ask, you'll miss.",{"type":22,"tag":35,"props":3246,"children":3247},{},[3248],{"type":32,"value":3249},"This is less about jargon and more about translation. The market has a vocabulary. AI listens to that vocabulary.",{"type":22,"tag":35,"props":3251,"children":3252},{},[3253],{"type":22,"tag":28,"props":3254,"children":3255},{},[3256],{"type":32,"value":3257},"5) You lack \"quotable proof.\"",{"type":22,"tag":35,"props":3259,"children":3260},{},[3261],{"type":32,"value":3262},"AI loves concrete evidence: outcomes, examples, steps, numbers, and named scenarios. It struggles with claims that sound like marketing. If your proof is buried, vague, or missing, the AI can't justify recommending you.",{"type":22,"tag":35,"props":3264,"children":3265},{},[3266],{"type":32,"value":3267},"It won't say it out loud, but the logic is simple: If I can't cite it, I can't trust it.",{"type":22,"tag":35,"props":3269,"children":3270},{},[3271,3274],{"type":22,"tag":3162,"props":3272,"children":3273},{},[],{"type":22,"tag":920,"props":3275,"children":3277},{"alt":7,"src":3276},"/images/blog/the-invisibility-crisis-blog-image-2.png",[],{"type":22,"tag":23,"props":3279,"children":3281},{"id":3280},"what-to-do-about-it-build-ai-visibility-like-a-system",[3282],{"type":22,"tag":28,"props":3283,"children":3284},{},[3285],{"type":32,"value":3286},"What to do about it: build \"AI visibility\" like a system",{"type":22,"tag":35,"props":3288,"children":3289},{},[3290],{"type":32,"value":3291},"The fix isn't to publish more content. It's about publishing the right signals in the right places with the right structure.",{"type":22,"tag":35,"props":3293,"children":3294},{},[3295],{"type":32,"value":3296},"Here's how we approach it.",{"type":22,"tag":35,"props":3298,"children":3299},{},[3300],{"type":22,"tag":28,"props":3301,"children":3302},{},[3303],{"type":32,"value":3304},"1) Make your positioning compressible",{"type":22,"tag":35,"props":3306,"children":3307},{},[3308],{"type":32,"value":3309},"Your core story needs to be easy to restate. Not just \"what you do,\" but:",{"type":22,"tag":693,"props":3311,"children":3312},{},[3313,3318,3323,3328,3333],{"type":22,"tag":248,"props":3314,"children":3315},{},[3316],{"type":32,"value":3317},"What problem do you solve",{"type":22,"tag":248,"props":3319,"children":3320},{},[3321],{"type":32,"value":3322},"Who do you solve it for",{"type":22,"tag":248,"props":3324,"children":3325},{},[3326],{"type":32,"value":3327},"What makes your approach different",{"type":22,"tag":248,"props":3329,"children":3330},{},[3331],{"type":32,"value":3332},"What outcomes do you drive",{"type":22,"tag":248,"props":3334,"children":3335},{},[3336],{"type":32,"value":3337},"What situations are you best suited for",{"type":22,"tag":35,"props":3339,"children":3340},{},[3341],{"type":32,"value":3342},"If a human can't repeat it after one read, AI won't either.",{"type":22,"tag":35,"props":3344,"children":3345},{},[3346],{"type":22,"tag":28,"props":3347,"children":3348},{},[3349],{"type":32,"value":3350},"2) Create pages that answer questions directly",{"type":22,"tag":35,"props":3352,"children":3353},{},[3354],{"type":32,"value":3355},"AI favors content that reads like clear guidance:",{"type":22,"tag":693,"props":3357,"children":3358},{},[3359,3364,3369,3374,3379,3384,3389],{"type":22,"tag":248,"props":3360,"children":3361},{},[3362],{"type":32,"value":3363},"\"How to choose X\"",{"type":22,"tag":248,"props":3365,"children":3366},{},[3367],{"type":32,"value":3368},"\"X vs Y\" comparisons",{"type":22,"tag":248,"props":3370,"children":3371},{},[3372],{"type":32,"value":3373},"\"Best practices\"",{"type":22,"tag":248,"props":3375,"children":3376},{},[3377],{"type":32,"value":3378},"\"Common mistakes\"",{"type":22,"tag":248,"props":3380,"children":3381},{},[3382],{"type":32,"value":3383},"\"Step-by-step frameworks\"",{"type":22,"tag":248,"props":3385,"children":3386},{},[3387],{"type":32,"value":3388},"\"What to look for in a provider\"",{"type":22,"tag":248,"props":3390,"children":3391},{},[3392],{"type":32,"value":3393},"\"When this approach works (and when it doesn't).\"",{"type":22,"tag":35,"props":3395,"children":3396},{},[3397],{"type":32,"value":3398},"These aren't just content formats. They're \"answer shapes.\" They give AI something structured and quotable.",{"type":22,"tag":35,"props":3400,"children":3401},{},[3402],{"type":22,"tag":28,"props":3403,"children":3404},{},[3405],{"type":32,"value":3406},"3) Build a proof library, not a testimonial page",{"type":22,"tag":35,"props":3408,"children":3409},{},[3410],{"type":32,"value":3411},"Most proof pages are too generic to reuse. Create proof that is specific:",{"type":22,"tag":693,"props":3413,"children":3414},{},[3415,3420,3425,3430],{"type":22,"tag":248,"props":3416,"children":3417},{},[3418],{"type":32,"value":3419},"Short case stories with constraints, actions, and outcomes",{"type":22,"tag":248,"props":3421,"children":3422},{},[3423],{"type":32,"value":3424},"Examples tied to real scenarios",{"type":22,"tag":248,"props":3426,"children":3427},{},[3428],{"type":32,"value":3429},"Before/after snapshots (what changed and why)",{"type":22,"tag":248,"props":3431,"children":3432},{},[3433],{"type":32,"value":3434},"Clear metrics when possible, and clear qualitative wins when not",{"type":22,"tag":35,"props":3436,"children":3437},{},[3438],{"type":32,"value":3439},"The goal is to make your proof portable—easy to cite, summarize, and repeat.",{"type":22,"tag":35,"props":3441,"children":3442},{},[3443],{"type":22,"tag":28,"props":3444,"children":3445},{},[3446],{"type":32,"value":3447},"4) Expand your off-site footprint intentionally",{"type":22,"tag":35,"props":3449,"children":3450},{},[3451],{"type":32,"value":3452},"If your brand only exists on your site, you're fragile. Build signals elsewhere:",{"type":22,"tag":693,"props":3454,"children":3455},{},[3456,3461,3466,3471,3476,3481],{"type":22,"tag":248,"props":3457,"children":3458},{},[3459],{"type":32,"value":3460},"Thoughtful guest posts",{"type":22,"tag":248,"props":3462,"children":3463},{},[3464],{"type":32,"value":3465},"Podcast appearances",{"type":22,"tag":248,"props":3467,"children":3468},{},[3469],{"type":32,"value":3470},"Partner pages",{"type":22,"tag":248,"props":3472,"children":3473},{},[3474],{"type":32,"value":3475},"Community participation",{"type":22,"tag":248,"props":3477,"children":3478},{},[3479],{"type":32,"value":3480},"Conference recaps",{"type":22,"tag":248,"props":3482,"children":3483},{},[3484],{"type":32,"value":3485},"Contributor quotes in industry articles",{"type":22,"tag":35,"props":3487,"children":3488},{},[3489],{"type":32,"value":3490},"This isn't about \"PR for vanity.\" It's about distributed credibility.",{"type":22,"tag":35,"props":3492,"children":3493},{},[3494],{"type":22,"tag":28,"props":3495,"children":3496},{},[3497],{"type":32,"value":3498},"5) Measure the right thing: presence, not just traffic",{"type":22,"tag":35,"props":3500,"children":3501},{},[3502],{"type":32,"value":3503},"Traditional dashboards tell you clicks. The new question is: Are you appearing in answers?",{"type":22,"tag":35,"props":3505,"children":3506},{},[3507],{"type":32,"value":3508},"You need to track:",{"type":22,"tag":693,"props":3510,"children":3511},{},[3512,3517,3522,3527],{"type":22,"tag":248,"props":3513,"children":3514},{},[3515],{"type":32,"value":3516},"Brand mentions in AI answers",{"type":22,"tag":248,"props":3518,"children":3519},{},[3520],{"type":32,"value":3521},"Citation sources (where the AI pulls from)",{"type":22,"tag":248,"props":3523,"children":3524},{},[3525],{"type":32,"value":3526},"Prompt categories you're winning or missing",{"type":22,"tag":248,"props":3528,"children":3529},{},[3530],{"type":32,"value":3531},"Competitors that show up instead of you",{"type":22,"tag":35,"props":3533,"children":3534},{},[3535,3537],{"type":32,"value":3536},"Visibility is now multi-surface. Measurement has to be, too.",{"type":22,"tag":3162,"props":3538,"children":3539},{},[],{"type":22,"tag":35,"props":3541,"children":3542},{},[3543],{"type":22,"tag":920,"props":3544,"children":3546},{"alt":7,"src":3545},"/images/blog/the-invisibility-crisis-blog-image-3.png",[],{"type":22,"tag":23,"props":3548,"children":3550},{"id":3549},"the-bigger-takeaway-the-market-is-being-summarized",[3551],{"type":22,"tag":28,"props":3552,"children":3553},{},[3554],{"type":32,"value":3555},"The bigger takeaway: the market is being summarized",{"type":22,"tag":35,"props":3557,"children":3558},{},[3559],{"type":32,"value":3560},"AI is compressing markets. It's taking thousands of pages and turning them into a small set of recommendations. That's convenient for users—and brutal for brands that rely on being \"found\" late in the journey.",{"type":22,"tag":35,"props":3562,"children":3563},{},[3564],{"type":32,"value":3565},"If your strategy assumes people will browse, compare, click around, and eventually discover you… You're building on old behavior.",{"type":22,"tag":35,"props":3567,"children":3568},{},[3569],{"type":32,"value":3570},"The new behavior is: ask, shortlist, decide.",{"type":22,"tag":35,"props":3572,"children":3573},{},[3574],{"type":32,"value":3575},"That's why this feels like an invisibility crisis. Your work might be solid. Your site might be strong. But if your brand isn't clearly described across the web, supported by evidence, and aligned with the market's language, you won't show up where decisions are increasingly made.",{"type":22,"tag":35,"props":3577,"children":3578},{},[3579],{"type":32,"value":3580},"The good news: this is fixable.",{"type":22,"tag":35,"props":3582,"children":3583},{},[3584],{"type":32,"value":3585},"But it requires a shift in mindset. You're not optimizing for rankings alone anymore. You're optimizing to be recommended. To be repeatable. To be easy to summarize accurately.",{"type":22,"tag":35,"props":3587,"children":3588},{},[3589],{"type":32,"value":3590},"Because in the era of AI answers, the brands that win aren't just the ones that rank.",{"type":22,"tag":35,"props":3592,"children":3593},{},[3594],{"type":32,"value":3595},"They're the ones that make the shortlist.",{"type":22,"tag":23,"props":3597,"children":3599},{"id":3598},"summary",[3600],{"type":22,"tag":28,"props":3601,"children":3602},{},[3603],{"type":32,"value":3604},"Summary",{"type":22,"tag":35,"props":3606,"children":3607},{},[3608],{"type":32,"value":3609},"AI is compressing the market into a shortlist of brands it can confidently recommend. If your positioning is vague, your content isn't answer-first, your proof isn't quotable, your language doesn't match how people ask questions, or your credibility lives only on your own site, you'll disappear from AI-generated recommendations. The fix is systematic: make your story compressible, build direct-answer content, create portable proof, expand your off-site footprint, and measure presence in AI answers—not just clicks.",{"type":22,"tag":3162,"props":3611,"children":3612},{},[],{"title":7,"searchDepth":794,"depth":794,"links":3614},[3615,3616,3617,3618,3619],{"id":3098,"depth":794,"text":3104},{"id":3171,"depth":794,"text":3177},{"id":3280,"depth":794,"text":3286},{"id":3549,"depth":794,"text":3555},{"id":3598,"depth":794,"text":3604},"content:blog:svo:the-invisibility-crisis-why-your-brand-is-missing-from-the-ai-shortlist.md","blog/svo/the-invisibility-crisis-why-your-brand-is-missing-from-the-ai-shortlist.md","blog/svo/the-invisibility-crisis-why-your-brand-is-missing-from-the-ai-shortlist",{"_path":3624,"_dir":3052,"_draft":6,"_partial":6,"_locale":7,"title":3625,"description":3626,"_schema":10,"authors":3627,"date":3628,"img":3629,"imgAlt":7,"body":3630,"_type":810,"_id":4296,"_source":812,"_file":4297,"_stem":4298,"_extension":815,"category":3052,"minutes":1687},"/blog/svo/aeo-meets-ai-preparing-for-the-next-search-evolution","AEO Meets AI – Preparing for the Next Search Evolution","Learn how answer-first content helps you stand out in AI-powered search results.",[],"2025-12-08T18:08:00Z","/images/blog/aeo-meets-ai-hero.webp",{"type":19,"children":3631,"toc":4289},[3632,3642,3647,3659,3669,3674,3697,3716,3721,3731,3740,3751,3756,3761,3842,3859,3864,3873,3878,3883,3929,3939,3944,3962,3974,3984,3993,4005,4015,4020,4038,4043,4052,4064,4082,4087,4096,4101,4119,4124,4133,4138,4156,4164,4171,4180,4185,4190,4239,4244,4249,4254,4264,4271,4276,4281,4286],{"type":22,"tag":35,"props":3633,"children":3634},{},[3635,3637,3640],{"type":32,"value":3636},"Search is changing faster than most teams can rewrite a headline.",{"type":22,"tag":3162,"props":3638,"children":3639},{},[],{"type":32,"value":3641},"One month, you're optimizing blue links. The next, your carefully crafted page is distilled into three sentences inside an AI answer — with your brand either featured… or invisible.",{"type":22,"tag":35,"props":3643,"children":3644},{},[3645],{"type":32,"value":3646},"That's where AEO (Answer Engine Optimization) and AI collide.",{"type":22,"tag":35,"props":3648,"children":3649},{},[3650,3652,3657],{"type":32,"value":3651},"We're moving from \"ten blue links\" to \"one synthesized answer\" delivered by models sitting on top of the index: AI overviews, chat-based search, and hybrid engines that blend traditional results with conversational responses. The question isn't ",{"type":22,"tag":197,"props":3653,"children":3654},{},[3655],{"type":32,"value":3656},"\"How do we rank?\"",{"type":32,"value":3658}," anymore.",{"type":22,"tag":35,"props":3660,"children":3661},{},[3662,3664],{"type":32,"value":3663},"It's: ",{"type":22,"tag":28,"props":3665,"children":3666},{},[3667],{"type":32,"value":3668},"\"How do we become the source the model trusts enough to quote?\"",{"type":22,"tag":35,"props":3670,"children":3671},{},[3672],{"type":32,"value":3673},"AEO is how you stack the deck in your favor. It's the practice of shaping your content, structure, and signals so machines can quickly understand:",{"type":22,"tag":693,"props":3675,"children":3676},{},[3677,3682,3687,3692],{"type":22,"tag":248,"props":3678,"children":3679},{},[3680],{"type":32,"value":3681},"What question are you answering",{"type":22,"tag":248,"props":3683,"children":3684},{},[3685],{"type":32,"value":3686},"Who are you speaking to",{"type":22,"tag":248,"props":3688,"children":3689},{},[3690],{"type":32,"value":3691},"Why you're credible",{"type":22,"tag":248,"props":3693,"children":3694},{},[3695],{"type":32,"value":3696},"How to package your answer in a way that's easy to lift into a result",{"type":22,"tag":35,"props":3698,"children":3699},{},[3700,3702,3707,3709,3714],{"type":32,"value":3701},"Add AI on top — both as the thing ",{"type":22,"tag":197,"props":3703,"children":3704},{},[3705],{"type":32,"value":3706},"changing",{"type":32,"value":3708}," search and as the tool ",{"type":22,"tag":197,"props":3710,"children":3711},{},[3712],{"type":32,"value":3713},"you",{"type":32,"value":3715}," use to operate smarter — and you've got the next evolution of SEO staring you down.",{"type":22,"tag":35,"props":3717,"children":3718},{},[3719],{"type":32,"value":3720},"The good news? You don't need to blow everything up. You just need to rebuild your search strategy around answers, entities, and systems instead of chasing one-off keywords.",{"type":22,"tag":35,"props":3722,"children":3723},{},[3724,3727],{"type":22,"tag":3162,"props":3725,"children":3726},{},[],{"type":22,"tag":920,"props":3728,"children":3730},{"alt":7,"src":3729},"/images/aeo-meets-ai-blog-image-1.webp",[],{"type":22,"tag":23,"props":3732,"children":3734},{"id":3733},"step-1-understand-what-aeo-really-wants-from-you",[3735],{"type":22,"tag":28,"props":3736,"children":3737},{},[3738],{"type":32,"value":3739},"Step 1: Understand What AEO Really Wants From You",{"type":22,"tag":35,"props":3741,"children":3742},{},[3743,3745,3750],{"type":32,"value":3744},"Most teams still optimize for pages. AI-driven search optimizes for ",{"type":22,"tag":28,"props":3746,"children":3747},{},[3748],{"type":32,"value":3749},"answers",{"type":32,"value":663},{"type":22,"tag":35,"props":3752,"children":3753},{},[3754],{"type":32,"value":3755},"That means the old playbook of \"target keyword → write long article → sprinkle in headings\" isn't enough. Answer engines don't care how long your page is. They care how quickly and clearly you resolve intent.",{"type":22,"tag":35,"props":3757,"children":3758},{},[3759],{"type":32,"value":3760},"AEO asks a few blunt questions:",{"type":22,"tag":244,"props":3762,"children":3763},{},[3764,3790,3816],{"type":22,"tag":248,"props":3765,"children":3766},{},[3767,3772],{"type":22,"tag":28,"props":3768,"children":3769},{},[3770],{"type":32,"value":3771},"Is the intent obvious?",{"type":22,"tag":693,"props":3773,"children":3774},{},[3775,3780,3785],{"type":22,"tag":248,"props":3776,"children":3777},{},[3778],{"type":32,"value":3779},"Clear H1 that matches a core question or outcome",{"type":22,"tag":248,"props":3781,"children":3782},{},[3783],{"type":32,"value":3784},"Supporting H2s framed as sub-questions",{"type":22,"tag":248,"props":3786,"children":3787},{},[3788],{"type":32,"value":3789},"Short, scannable responses under each section",{"type":22,"tag":248,"props":3791,"children":3792},{},[3793,3798],{"type":22,"tag":28,"props":3794,"children":3795},{},[3796],{"type":32,"value":3797},"Can a machine pull a clean snippet?",{"type":22,"tag":693,"props":3799,"children":3800},{},[3801,3806,3811],{"type":22,"tag":248,"props":3802,"children":3803},{},[3804],{"type":32,"value":3805},"Direct, 1–3 sentence answers near the top of the page",{"type":22,"tag":248,"props":3807,"children":3808},{},[3809],{"type":32,"value":3810},"Ordered or unordered lists that summarize steps, pros/cons, or key elements",{"type":22,"tag":248,"props":3812,"children":3813},{},[3814],{"type":32,"value":3815},"Tables or structured blocks for comparisons",{"type":22,"tag":248,"props":3817,"children":3818},{},[3819,3824],{"type":22,"tag":28,"props":3820,"children":3821},{},[3822],{"type":32,"value":3823},"Do your entities line up?",{"type":22,"tag":693,"props":3825,"children":3826},{},[3827,3832,3837],{"type":22,"tag":248,"props":3828,"children":3829},{},[3830],{"type":32,"value":3831},"Consistent naming for products, solutions, and features",{"type":22,"tag":248,"props":3833,"children":3834},{},[3835],{"type":32,"value":3836},"Internal links that reinforce relationships between concepts",{"type":22,"tag":248,"props":3838,"children":3839},{},[3840],{"type":32,"value":3841},"Schema markup that confirms what's on the page",{"type":22,"tag":35,"props":3843,"children":3844},{},[3845,3847,3850,3852,3857],{"type":32,"value":3846},"Think less \"article\" and more \"well-structured briefing.\"",{"type":22,"tag":3162,"props":3848,"children":3849},{},[],{"type":32,"value":3851},"AEO is about making it painfully easy for a model to say, \"This section is ",{"type":22,"tag":197,"props":3853,"children":3854},{},[3855],{"type":32,"value":3856},"clearly",{"type":32,"value":3858}," the answer.\"",{"type":22,"tag":35,"props":3860,"children":3861},{},[3862],{"type":32,"value":3863},"If your content forces a machine (or a human) to go hunting, you're already losing.",{"type":22,"tag":23,"props":3865,"children":3867},{"id":3866},"step-2-recognize-how-ai-is-rewriting-the-results-page",[3868],{"type":22,"tag":28,"props":3869,"children":3870},{},[3871],{"type":32,"value":3872},"Step 2: Recognize How AI Is Rewriting the Results Page",{"type":22,"tag":35,"props":3874,"children":3875},{},[3876],{"type":32,"value":3877},"AI isn't just \"another feature\" on the results page. It's the new front door.",{"type":22,"tag":35,"props":3879,"children":3880},{},[3881],{"type":32,"value":3882},"We're seeing three significant shifts:",{"type":22,"tag":244,"props":3884,"children":3885},{},[3886,3896,3919],{"type":22,"tag":248,"props":3887,"children":3888},{},[3889,3891,3894],{"type":32,"value":3890},"The answer layer sits above traditional results.",{"type":22,"tag":3162,"props":3892,"children":3893},{},[],{"type":32,"value":3895},"AI summaries appear before links, condensing multiple sources into a single summary. If you're not in that summary, your perfectly ranked page may never get the click.",{"type":22,"tag":248,"props":3897,"children":3898},{},[3899,3901,3904,3906],{"type":32,"value":3900},"Attribution is selective.",{"type":22,"tag":3162,"props":3902,"children":3903},{},[],{"type":32,"value":3905},"AI overviews don't cite every source they touch. They surface a small set of links. That means:\n",{"type":22,"tag":693,"props":3907,"children":3908},{},[3909,3914],{"type":22,"tag":248,"props":3910,"children":3911},{},[3912],{"type":32,"value":3913},"Authority and trust signals matter even more.",{"type":22,"tag":248,"props":3915,"children":3916},{},[3917],{"type":32,"value":3918},"Clear, focused coverage of a topic beats diluted \"catch-all\" pages.",{"type":22,"tag":248,"props":3920,"children":3921},{},[3922,3924,3927],{"type":32,"value":3923},"Search journeys are getting compressed.",{"type":22,"tag":3162,"props":3925,"children":3926},{},[],{"type":32,"value":3928},"Queries that used to take three or four searches (\"what is…\", \"compare…\", \"which is best for…\") can now collapse into one conversational thread. If your content doesn't map to those multi-step journeys, you'll struggle to show up.",{"type":22,"tag":35,"props":3930,"children":3931},{},[3932,3934],{"type":32,"value":3933},"In other words, ",{"type":22,"tag":28,"props":3935,"children":3936},{},[3937],{"type":32,"value":3938},"AI is doing more of the thinking your visitor used to do.",{"type":22,"tag":35,"props":3940,"children":3941},{},[3942],{"type":32,"value":3943},"Your job is to feed that thinking with the right building blocks:",{"type":22,"tag":693,"props":3945,"children":3946},{},[3947,3952,3957],{"type":22,"tag":248,"props":3948,"children":3949},{},[3950],{"type":32,"value":3951},"Deep, original explanations (not just reworded definitions)",{"type":22,"tag":248,"props":3953,"children":3954},{},[3955],{"type":32,"value":3956},"Opinionated takes and POVs that the models can't find everywhere",{"type":22,"tag":248,"props":3958,"children":3959},{},[3960],{"type":32,"value":3961},"Clear, structured chunks of information that can be reused across many different question types",{"type":22,"tag":35,"props":3963,"children":3964},{},[3965,3967,3972],{"type":32,"value":3966},"If your site reads like it was built to game old-school ranking factors, it's going to feel thin in this new world — to users ",{"type":22,"tag":197,"props":3968,"children":3969},{},[3970],{"type":32,"value":3971},"and",{"type":32,"value":3973}," to models.",{"type":22,"tag":35,"props":3975,"children":3976},{},[3977,3980],{"type":22,"tag":3162,"props":3978,"children":3979},{},[],{"type":22,"tag":920,"props":3981,"children":3983},{"alt":7,"src":3982},"/images/aeo-meets-ai-blog-image-2.webp",[],{"type":22,"tag":23,"props":3985,"children":3987},{"id":3986},"step-3-build-content-that-works-for-humans-crawlers-and-models",[3988],{"type":22,"tag":28,"props":3989,"children":3990},{},[3991],{"type":32,"value":3992},"Step 3: Build Content That Works for Humans, Crawlers, and Models",{"type":22,"tag":35,"props":3994,"children":3995},{},[3996,3998,4003],{"type":32,"value":3997},"So what do you actually ",{"type":22,"tag":197,"props":3999,"children":4000},{},[4001],{"type":32,"value":4002},"do",{"type":32,"value":4004}," with all this? Here's how to tune your strategy for the AI era without burning your roadmap to the ground.",{"type":22,"tag":4006,"props":4007,"children":4009},"h4",{"id":4008},"_1-design-answer-blocks-into-every-key-page",[4010],{"type":22,"tag":28,"props":4011,"children":4012},{},[4013],{"type":32,"value":4014},"1. Design \"Answer Blocks\" Into Every Key Page",{"type":22,"tag":35,"props":4016,"children":4017},{},[4018],{"type":32,"value":4019},"Don't bury the answer in paragraph seven. Bake it into the top:",{"type":22,"tag":693,"props":4021,"children":4022},{},[4023,4028,4033],{"type":22,"tag":248,"props":4024,"children":4025},{},[4026],{"type":32,"value":4027},"One-sentence definition or takeaway right after the intro",{"type":22,"tag":248,"props":4029,"children":4030},{},[4031],{"type":32,"value":4032},"A short list summarizing the \"how\" or \"why it matters.\"",{"type":22,"tag":248,"props":4034,"children":4035},{},[4036],{"type":32,"value":4037},"An explicit call-out of who the answer is most relevant for",{"type":22,"tag":35,"props":4039,"children":4040},{},[4041],{"type":32,"value":4042},"Think of these as modular blocks that AI can lift as-is, while still being useful for humans who skim.",{"type":22,"tag":4006,"props":4044,"children":4046},{"id":4045},"_2-map-topics-not-just-keywords",[4047],{"type":22,"tag":28,"props":4048,"children":4049},{},[4050],{"type":32,"value":4051},"2. Map Topics, Not Just Keywords",{"type":22,"tag":35,"props":4053,"children":4054},{},[4055,4057,4062],{"type":32,"value":4056},"Keywords still matter, but the real game is ",{"type":22,"tag":28,"props":4058,"children":4059},{},[4060],{"type":32,"value":4061},"entity and topic coverage",{"type":32,"value":4063},":",{"type":22,"tag":693,"props":4065,"children":4066},{},[4067,4072,4077],{"type":22,"tag":248,"props":4068,"children":4069},{},[4070],{"type":32,"value":4071},"Build clusters around the problems your audience actually wrestles with",{"type":22,"tag":248,"props":4073,"children":4074},{},[4075],{"type":32,"value":4076},"Use internal links to show how concepts relate to each other",{"type":22,"tag":248,"props":4078,"children":4079},{},[4080],{"type":32,"value":4081},"Ensure each page clearly owns a slice of the topic instead of overlapping with five others",{"type":22,"tag":35,"props":4083,"children":4084},{},[4085],{"type":32,"value":4086},"You're essentially creating a knowledge graph for both humans and machines.",{"type":22,"tag":4006,"props":4088,"children":4090},{"id":4089},"_3-upgrade-your-proof-of-expertise",[4091],{"type":22,"tag":28,"props":4092,"children":4093},{},[4094],{"type":32,"value":4095},"3. Upgrade Your Proof of Expertise",{"type":22,"tag":35,"props":4097,"children":4098},{},[4099],{"type":32,"value":4100},"In an AI-driven world, \"we know our stuff\" needs receipts:",{"type":22,"tag":693,"props":4102,"children":4103},{},[4104,4109,4114],{"type":22,"tag":248,"props":4105,"children":4106},{},[4107],{"type":32,"value":4108},"Case stories with specific numbers and context",{"type":22,"tag":248,"props":4110,"children":4111},{},[4112],{"type":32,"value":4113},"Quotes or interviews from subject-matter experts",{"type":22,"tag":248,"props":4115,"children":4116},{},[4117],{"type":32,"value":4118},"Transparent methodology — how you got to the result, not just the result itself",{"type":22,"tag":35,"props":4120,"children":4121},{},[4122],{"type":32,"value":4123},"Models are trained to recognize patterns of generic content. Give them something with fingerprints.",{"type":22,"tag":4006,"props":4125,"children":4127},{"id":4126},"_4-use-ai-as-an-operator-not-an-author",[4128],{"type":22,"tag":28,"props":4129,"children":4130},{},[4131],{"type":32,"value":4132},"4. Use AI as an Operator, Not an Author",{"type":22,"tag":35,"props":4134,"children":4135},{},[4136],{"type":32,"value":4137},"AI should be your analyst and editor, not your ghostwriter-in-chief. Use it to:",{"type":22,"tag":693,"props":4139,"children":4140},{},[4141,4146,4151],{"type":22,"tag":248,"props":4142,"children":4143},{},[4144],{"type":32,"value":4145},"Extract the fundamental questions people ask from search data, sales conversations, and support chats",{"type":22,"tag":248,"props":4147,"children":4148},{},[4149],{"type":32,"value":4150},"Draft outlines that reflect multi-step search journeys",{"type":22,"tag":248,"props":4152,"children":4153},{},[4154],{"type":32,"value":4155},"QA your content for clarity, completeness, and structure",{"type":22,"tag":35,"props":4157,"children":4158},{},[4159,4161],{"type":32,"value":4160},"You bring the insight. The model helps you package it into a format that answer engines can use.",{"type":22,"tag":3162,"props":4162,"children":4163},{},[],{"type":22,"tag":35,"props":4165,"children":4166},{},[4167],{"type":22,"tag":920,"props":4168,"children":4170},{"alt":7,"src":4169},"/images/aeo-meets-ai-blog-image-3.webp",[],{"type":22,"tag":23,"props":4172,"children":4174},{"id":4173},"step-4-turn-aeo-into-a-system-not-a-one-off-project",[4175],{"type":22,"tag":28,"props":4176,"children":4177},{},[4178],{"type":32,"value":4179},"Step 4: Turn AEO Into a System, Not a One-Off Project",{"type":22,"tag":35,"props":4181,"children":4182},{},[4183],{"type":32,"value":4184},"The teams that win this next phase of search won't be the ones who \"try AEO once.\" They'll be the ones who quietly turn it into a habit baked into how they plan, brief, and ship content.",{"type":22,"tag":35,"props":4186,"children":4187},{},[4188],{"type":32,"value":4189},"That might look like:",{"type":22,"tag":693,"props":4191,"children":4192},{},[4193,4211,4216],{"type":22,"tag":248,"props":4194,"children":4195},{},[4196,4198],{"type":32,"value":4197},"AEO checks in on every content brief\n",{"type":22,"tag":693,"props":4199,"children":4200},{},[4201,4206],{"type":22,"tag":248,"props":4202,"children":4203},{},[4204],{"type":32,"value":4205},"What's the primary question we're answering?",{"type":22,"tag":248,"props":4207,"children":4208},{},[4209],{"type":32,"value":4210},"Where does the main \"answer block\" live on the page?",{"type":22,"tag":248,"props":4212,"children":4213},{},[4214],{"type":32,"value":4215},"Standardized templates that include space for short definitions, lists, and structured data",{"type":22,"tag":248,"props":4217,"children":4218},{},[4219,4221],{"type":32,"value":4220},"Quarterly reviews of your most essential pages through an \"AI overview\" lens:\n",{"type":22,"tag":693,"props":4222,"children":4223},{},[4224,4229,4234],{"type":22,"tag":248,"props":4225,"children":4226},{},[4227],{"type":32,"value":4228},"Is the intent still crystal clear?",{"type":22,"tag":248,"props":4230,"children":4231},{},[4232],{"type":32,"value":4233},"Is the answer still the best available one?",{"type":22,"tag":248,"props":4235,"children":4236},{},[4237],{"type":32,"value":4238},"Are there newer questions we should address on this topic?",{"type":22,"tag":35,"props":4240,"children":4241},{},[4242],{"type":32,"value":4243},"Search is evolving, but the core advantage hasn't changed:",{"type":22,"tag":35,"props":4245,"children":4246},{},[4247],{"type":32,"value":4248},"The organizations that understand their audience best — and can articulate those answers clearly and consistently — will keep winning attention, even as the interface changes.",{"type":22,"tag":35,"props":4250,"children":4251},{},[4252],{"type":32,"value":4253},"AEO gives you a way to translate that understanding into something AI can actually use.",{"type":22,"tag":35,"props":4255,"children":4256},{},[4257,4259,4262],{"type":32,"value":4258},"Do that well, and you don't have to chase every algorithm update.",{"type":22,"tag":3162,"props":4260,"children":4261},{},[],{"type":32,"value":4263},"You'll be too busy becoming the source the machines trust.",{"type":22,"tag":23,"props":4265,"children":4266},{"id":3598},[4267],{"type":22,"tag":28,"props":4268,"children":4269},{},[4270],{"type":32,"value":3604},{"type":22,"tag":35,"props":4272,"children":4273},{},[4274],{"type":32,"value":4275},"Answer engines and AI are reshaping search around complete, trustworthy answers instead of isolated keywords. AEO helps you respond by making your intent obvious, your answers easy to extract, and your entities consistent.",{"type":22,"tag":35,"props":4277,"children":4278},{},[4279],{"type":32,"value":4280},"As AI-generated summaries move to the top of the results page, your visibility depends on whether those systems see your content as reliable fuel for their answers. That means building structured, answer-first pages, proving your expertise with objective evidence, and using AI to support your process rather than replace your perspective.",{"type":22,"tag":35,"props":4282,"children":4283},{},[4284],{"type":32,"value":4285},"When you turn AEO into a repeatable system — baked into briefs, templates, and quarterly reviews — you're not just reacting to the latest feature. You're building a durable advantage: becoming the go-to source both people and machines trust when they need a clear, confident answer.",{"type":22,"tag":3162,"props":4287,"children":4288},{},[],{"title":7,"searchDepth":794,"depth":794,"links":4290},[4291,4292,4293,4294,4295],{"id":3733,"depth":794,"text":3739},{"id":3866,"depth":794,"text":3872},{"id":3986,"depth":794,"text":3992},{"id":4173,"depth":794,"text":4179},{"id":3598,"depth":794,"text":3604},"content:blog:svo:aeo-meets-ai-preparing-for-the-next-search-evolution.md","blog/svo/aeo-meets-ai-preparing-for-the-next-search-evolution.md","blog/svo/aeo-meets-ai-preparing-for-the-next-search-evolution",{"_path":4300,"_dir":3052,"_draft":6,"_partial":6,"_locale":7,"title":4301,"description":4302,"_schema":10,"authors":4303,"date":4304,"img":4305,"imgAlt":7,"body":4306,"_type":810,"_id":4670,"_source":812,"_file":4671,"_stem":4672,"_extension":815,"category":3052,"minutes":1687},"/blog/svo/from-campaigns-to-systems-why-aeo-and-geo-are-the-future-of-seo","From Campaigns to Systems: Why AEO and GEO Are the Future of SEO","Turn SEO from one-off campaigns into a predictable system by leaning into AEO and GEO.",[],"2025-12-04T15:59:43Z","/images/blog/from-campaign-to-system-hero-image.webp",{"type":19,"children":4307,"toc":4664},[4308,4313,4318,4323,4328,4333,4338,4343,4353,4362,4367,4372,4377,4395,4400,4405,4410,4420,4429,4434,4444,4454,4464,4474,4484,4507,4514,4523,4528,4533,4543,4553,4571,4576,4586,4609,4619,4629,4641,4646,4651,4656,4661],{"type":22,"tag":35,"props":4309,"children":4310},{},[4311],{"type":32,"value":4312},"Most marketing teams are still running search like it's 2015: spin up a \"campaign,\" chase a handful of high-volume keywords, ship some content, report on rankings, repeat. It's busy. It's trackable. It kind of works. But it doesn't compound. And it definitely doesn't match how people or machines are searching today.",{"type":22,"tag":35,"props":4314,"children":4315},{},[4316],{"type":32,"value":4317},"If your search program feels like a string of one-off pushes instead of a predictable engine, it's not because you're bad at your job. You're just stuck in campaign mode. The future of search belongs to systems, specifically to two mindsets quietly rewriting the rules: Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO).",{"type":22,"tag":35,"props":4319,"children":4320},{},[4321],{"type":32,"value":4322},"AEO and GEO are about earning trust with machines so you can be more visible to humans. That means less \"How do we rank for this keyword next month?\" and more \"How do we become the obvious, reliable source every time this problem shows up — in any search experience?\"",{"type":22,"tag":35,"props":4324,"children":4325},{},[4326],{"type":32,"value":4327},"Classic SEO was built on a simple idea: someone types into a search bar, a list of links appears, and your job is to show up near the top. Today, that linear flow is fractured. People get answers from AI overviews, chat interfaces, voice assistants, app search, marketplaces, and, yes, traditional search results, often in the same buying journey.",{"type":22,"tag":35,"props":4329,"children":4330},{},[4331],{"type":32,"value":4332},"Algorithms aren't just matching words anymore; they're parsing context, entities, and relationships. They're deciding, \"Who is probably right about this, and who is just repeating what everyone else already said?\" That's where AEO and GEO come in.",{"type":22,"tag":35,"props":4334,"children":4335},{},[4336],{"type":32,"value":4337},"Search Engine Optimization is the practice of structuring your content so that search engines and AI systems can confidently surface your content in featured answers, overviews, snippets, and other \"zero-click\" surfaces. You're not just trying to win a position; you're trying to be the source.",{"type":22,"tag":35,"props":4339,"children":4340},{},[4341],{"type":32,"value":4342},"Generative Engine Optimization builds on that by asking, \"How do we show up inside AI-generated responses?\" When someone asks an AI assistant a question your company should own, you want your brand, your language, your frameworks, and your proof to be the material those models pull from.",{"type":22,"tag":35,"props":4344,"children":4345},{},[4346,4349],{"type":22,"tag":3162,"props":4347,"children":4348},{},[],{"type":22,"tag":920,"props":4350,"children":4352},{"alt":7,"src":4351},"/images/campaign-based.webp",[],{"type":22,"tag":288,"props":4354,"children":4356},{"id":4355},"why-campaign-thinking-breaks-in-an-aeogeo-world",[4357],{"type":22,"tag":28,"props":4358,"children":4359},{},[4360],{"type":32,"value":4361},"Why campaign thinking breaks in an AEO/GEO world",{"type":22,"tag":35,"props":4363,"children":4364},{},[4365],{"type":32,"value":4366},"Campaigns are sprints. AEO and GEO are infrastructure.",{"type":22,"tag":35,"props":4368,"children":4369},{},[4370],{"type":32,"value":4371},"Campaign mode keeps you stuck on short time horizons: this quarter's offer, this month's traffic goal, this week's content drop. That rhythm can drive bursts of visibility, but it rarely builds the kind of deep topical authority that answer engines are looking for.",{"type":22,"tag":35,"props":4373,"children":4374},{},[4375],{"type":32,"value":4376},"Answer engines reward consistency, clarity, and coherence:",{"type":22,"tag":693,"props":4378,"children":4379},{},[4380,4385,4390],{"type":22,"tag":248,"props":4381,"children":4382},{},[4383],{"type":32,"value":4384},"Consistency: You maintain aligned messaging and facts across your site, content hubs, profiles, and third-party mentions.",{"type":22,"tag":248,"props":4386,"children":4387},{},[4388],{"type":32,"value":4389},"Clarity: You explain things in a structured, scannable way that machines can parse without guessing.",{"type":22,"tag":248,"props":4391,"children":4392},{},[4393],{"type":32,"value":4394},"Coherence: Your content all connects back to a clear set of entities, problems, and solutions you're known for.",{"type":22,"tag":35,"props":4396,"children":4397},{},[4398],{"type":32,"value":4399},"You don't get that from a string of disconnected pushes. You get it from a system.",{"type":22,"tag":35,"props":4401,"children":4402},{},[4403],{"type":32,"value":4404},"An AEO/GEO-first approach isn't a new \"channel.\" It's the backbone under everything else you publish. Instead of asking, \"What's the next campaign?\" you start asking, \"What's the next brick in the system that will still be paying off a year from now?\"",{"type":22,"tag":35,"props":4406,"children":4407},{},[4408],{"type":32,"value":4409},"That shift turns search from a set of tactics into an operating model. The system decides what to build, how to structure it, and how each piece connects. Campaigns become short bursts of attention layered on top of a foundation that already works.",{"type":22,"tag":35,"props":4411,"children":4412},{},[4413,4416],{"type":22,"tag":3162,"props":4414,"children":4415},{},[],{"type":22,"tag":920,"props":4417,"children":4419},{"alt":7,"src":4418},"/images/seo-system-1.webp",[],{"type":22,"tag":288,"props":4421,"children":4423},{"id":4422},"what-an-aeogeo-system-actually-looks-like",[4424],{"type":22,"tag":28,"props":4425,"children":4426},{},[4427],{"type":32,"value":4428},"What an AEO/GEO system actually looks like",{"type":22,"tag":35,"props":4430,"children":4431},{},[4432],{"type":32,"value":4433},"AEO and GEO can sound abstract, so let's ground them in how they show up in your day-to-day work. A healthy system usually includes:",{"type":22,"tag":35,"props":4435,"children":4436},{},[4437,4439,4442],{"type":32,"value":4438},"1. A clear problem graph",{"type":22,"tag":3162,"props":4440,"children":4441},{},[],{"type":32,"value":4443},"Instead of a static keyword list, you maintain a living map of the problems your ideal customers are trying to solve: symptoms, root causes, adjacent questions, and \"what now?\" moments. Every piece of content has a job inside that graph.",{"type":22,"tag":35,"props":4445,"children":4446},{},[4447,4449,4452],{"type":32,"value":4448},"2. Structured, machine-readable answers",{"type":22,"tag":3162,"props":4450,"children":4451},{},[],{"type":32,"value":4453},"You don't just write blog posts. You create answer blocks: tight, direct explanations backed by schema markup, internal links, and supporting assets. These are your building blocks for featured snippets, AI overviews, FAQ experiences, and more.",{"type":22,"tag":35,"props":4455,"children":4456},{},[4457,4459,4462],{"type":32,"value":4458},"3. Durable, modular content hubs",{"type":22,"tag":3162,"props":4460,"children":4461},{},[],{"type":32,"value":4463},"Your \"hero\" guides, product pages, and resource centers act as stable anchors. Around them, you build smaller, more focused pieces that handle edge cases, niche questions, and emerging language from your audience and sales team.",{"type":22,"tag":35,"props":4465,"children":4466},{},[4467,4469,4472],{"type":32,"value":4468},"4. Feedback loops from honest conversations",{"type":22,"tag":3162,"props":4470,"children":4471},{},[],{"type":32,"value":4473},"AEO and GEO thrive on relevance. That means feeding the system with actual words from discovery calls, support tickets, chat logs, and sales notes. Those inputs update your problem graph, not just your next campaign.",{"type":22,"tag":35,"props":4475,"children":4476},{},[4477,4479,4482],{"type":32,"value":4478},"5. Measurement that goes beyond \"rankings.\"",{"type":22,"tag":3162,"props":4480,"children":4481},{},[],{"type":32,"value":4483},"You still track positions and traffic, but you also care about:",{"type":22,"tag":693,"props":4485,"children":4486},{},[4487,4492,4497,4502],{"type":22,"tag":248,"props":4488,"children":4489},{},[4490],{"type":32,"value":4491},"Share of voice in AI and rich results",{"type":22,"tag":248,"props":4493,"children":4494},{},[4495],{"type":32,"value":4496},"Branded mentions in third-party content and answer surfaces",{"type":22,"tag":248,"props":4498,"children":4499},{},[4500],{"type":32,"value":4501},"Engagement quality (time on site, depth of visit, assisted conversions)",{"type":22,"tag":248,"props":4503,"children":4504},{},[4505],{"type":32,"value":4506},"How often does your content show up in sales conversations and customer questions?",{"type":22,"tag":35,"props":4508,"children":4509},{},[4510],{"type":22,"tag":920,"props":4511,"children":4513},{"alt":7,"src":4512},"/images/seo-process.webp",[],{"type":22,"tag":288,"props":4515,"children":4517},{"id":4516},"moving-from-random-acts-of-content-to-a-real-system",[4518],{"type":22,"tag":28,"props":4519,"children":4520},{},[4521],{"type":32,"value":4522},"Moving from random acts of content to a real system",{"type":22,"tag":35,"props":4524,"children":4525},{},[4526],{"type":32,"value":4527},"If you're thinking, \"Cool, but my calendar is already full,\" you're not alone. The goal isn't to burn everything down. It's about gradually moving from campaign-first to system-first.",{"type":22,"tag":35,"props":4529,"children":4530},{},[4531],{"type":32,"value":4532},"Here's a simple way to start:",{"type":22,"tag":35,"props":4534,"children":4535},{},[4536,4538,4541],{"type":32,"value":4537},"Step 1: Pick one problem you should absolutely own",{"type":22,"tag":3162,"props":4539,"children":4540},{},[],{"type":32,"value":4542},"Choose a high-value problem where you already have some content, customer proof, and expertise. This isn't about volume; it's about importance. Ask: \"If we could be the go-to answer for just one thing, what would it be?\"",{"type":22,"tag":35,"props":4544,"children":4545},{},[4546,4548,4551],{"type":32,"value":4547},"Step 2: Audit your footprint around that problem",{"type":22,"tag":3162,"props":4549,"children":4550},{},[],{"type":32,"value":4552},"List out:",{"type":22,"tag":693,"props":4554,"children":4555},{},[4556,4561,4566],{"type":22,"tag":248,"props":4557,"children":4558},{},[4559],{"type":32,"value":4560},"Every URL that touches this problem",{"type":22,"tag":248,"props":4562,"children":4563},{},[4564],{"type":32,"value":4565},"Every sales or support question related to it",{"type":22,"tag":248,"props":4567,"children":4568},{},[4569],{"type":32,"value":4570},"Any talk tracks, decks, or one-pagers your team uses",{"type":22,"tag":35,"props":4572,"children":4573},{},[4574],{"type":32,"value":4575},"Look for gaps, contradictions, and outdated language. Ask: \"If an AI system crawled this today, would it walk away with a clear, confident understanding of how we solve this?\"",{"type":22,"tag":35,"props":4577,"children":4578},{},[4579,4581,4584],{"type":32,"value":4580},"Step 3: Upgrade your core answer",{"type":22,"tag":3162,"props":4582,"children":4583},{},[],{"type":32,"value":4585},"Create or refine one primary, definitive resource on that problem. Make it:",{"type":22,"tag":693,"props":4587,"children":4588},{},[4589,4594,4599,4604],{"type":22,"tag":248,"props":4590,"children":4591},{},[4592],{"type":32,"value":4593},"Ridiculously clear",{"type":22,"tag":248,"props":4595,"children":4596},{},[4597],{"type":32,"value":4598},"Structured with headings, FAQs, and concise summaries",{"type":22,"tag":248,"props":4600,"children":4601},{},[4602],{"type":32,"value":4603},"Linked to and from your related pages",{"type":22,"tag":248,"props":4605,"children":4606},{},[4607],{"type":32,"value":4608},"Marked up with the correct schema wherever it makes sense",{"type":22,"tag":35,"props":4610,"children":4611},{},[4612,4614,4617],{"type":32,"value":4613},"Step 4: Spin out supporting answers",{"type":22,"tag":3162,"props":4615,"children":4616},{},[],{"type":32,"value":4618},"From there, build smaller pieces that tackle variations: use cases, objections, \"versus\" comparisons, implementation questions, and mistakes to avoid. These help answer engines understand the depth of your expertise.",{"type":22,"tag":35,"props":4620,"children":4621},{},[4622,4624,4627],{"type":32,"value":4623},"Step 5: Instrument and revisit",{"type":22,"tag":3162,"props":4625,"children":4626},{},[],{"type":32,"value":4628},"Tag everything connected to that problem. Watch how it performs in organic search, in AI-style result types, and in downstream metrics like demo requests or qualified opportunities. Revisit quarterly to tighten, expand, and restructure.",{"type":22,"tag":288,"props":4630,"children":4632},{"id":4631},"why-this-future-is-actually-good-news",[4633,4636],{"type":22,"tag":3162,"props":4634,"children":4635},{},[],{"type":22,"tag":28,"props":4637,"children":4638},{},[4639],{"type":32,"value":4640},"Why this future is actually good news",{"type":22,"tag":35,"props":4642,"children":4643},{},[4644],{"type":32,"value":4645},"On the surface, AEO and GEO sound like \"one more thing\" to keep up with. Underneath, they're a forcing function to do what thoughtful marketers have wanted for years: move away from vanity metrics and into durable, compounding visibility.",{"type":22,"tag":35,"props":4647,"children":4648},{},[4649],{"type":32,"value":4650},"Instead of chasing every new trend in search, you double down on being deeply, demonstrably helpful on the problems that matter most — and you package that expertise in ways both humans and machines can trust.",{"type":22,"tag":35,"props":4652,"children":4653},{},[4654],{"type":32,"value":4655},"You don't need a hundred more campaigns. You need a system that makes it impossible to ignore you whenever your core problems show up in the search bar, the chat box, or the AI overview.",{"type":22,"tag":35,"props":4657,"children":4658},{},[4659],{"type":32,"value":4660},"Slow is smooth. Smooth is fast. Build the system once, then let AEO and GEO turn it into the engine that feeds the whole machine.",{"type":22,"tag":3162,"props":4662,"children":4663},{},[],{"title":7,"searchDepth":794,"depth":794,"links":4665},[4666,4667,4668,4669],{"id":4355,"depth":802,"text":4361},{"id":4422,"depth":802,"text":4428},{"id":4516,"depth":802,"text":4522},{"id":4631,"depth":802,"text":4640},"content:blog:svo:from-campaigns-to-systems-why-aeo-and-geo-are-the-future-of-seo.md","blog/svo/from-campaigns-to-systems-why-aeo-and-geo-are-the-future-of-seo.md","blog/svo/from-campaigns-to-systems-why-aeo-and-geo-are-the-future-of-seo",[4674,4742,4817,4879,4942,5008,5072,5136,5224,5310,5407,5466,5512,5568,5625],{"_path":4675,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":4677,"description":4678,"ref":4679,"name":4680,"team":4681,"quote":4682,"images":4683,"isLeader":4685,"jobTitle":4686,"linkedIn":4679,"sequence":802,"quoteCite":4687,"body":4688,"_type":810,"_id":4739,"_source":812,"_file":4740,"_stem":4741,"_extension":815,"category":4676,"minutes":794},"/team/alanna-moman-rawden","team","Alanna Moman Rawden","Meet Alanna Moman-Rawden, one of MKG Marketing’s amazing Account Directors, bringing 15+ years of account leadership and direction to the table.","alanna-moman-rawden","Alanna Moman-Rawden","Leadership","I am the one thing in life I can control. I am inimitable. I am an original.",{"landscape":4684},"alanna-moman-rawden.webp",true,"Director, People & Culture","Aaron Burr, Hamilton",{"type":19,"children":4689,"toc":4736},[4690,4697,4702,4707,4712,4718],{"type":22,"tag":35,"props":4691,"children":4694},{"className":4692},[4693],"text-lg",[4695],{"type":32,"value":4696},"Alanna graduated from the University of Alabama in 2004. She started her career at an advertising agency in Birmingham, AL, and has spent most of her career in Account Leadership roles working on consumer brands like Verizon Wireless, Books-A-Million, Toys ‘R’ Us, and Hard Rock Hotel & Casinos. In 2015, she left the agency world with a desire to gain more digital advertising experience, which led to her running a one-person digital department for a regional credit union.",{"type":22,"tag":35,"props":4698,"children":4699},{},[4700],{"type":32,"value":4701},"Account Direction has always been a natural fit for Alanna because she enjoys managing projects, big picture strategy, and building relationships. She chose to come back to the agency world when she learned about MKG and our People First values.",{"type":22,"tag":35,"props":4703,"children":4704},{},[4705],{"type":32,"value":4706},"She is most proud of the impact she had on her previous company by creating a positive and supportive environment for those she managed. ",{"type":22,"tag":35,"props":4708,"children":4709},{},[4710],{"type":32,"value":4711},"Alanna enjoys spending time with her husband and two teenage daughters, has a very eclectic taste in music, and is an obsessive Hamilfan.",{"type":22,"tag":288,"props":4713,"children":4715},{"id":4714},"fun-facts",[4716],{"type":32,"value":4717},"Fun facts",{"type":22,"tag":693,"props":4719,"children":4720},{},[4721,4726,4731],{"type":22,"tag":248,"props":4722,"children":4723},{},[4724],{"type":32,"value":4725},"In college, she won a radio contest for her youngest brother to have dinner with Nickelback. The band spent the entire evening trying to convince her, then 15-year-old, brother to drop out of school.",{"type":22,"tag":248,"props":4727,"children":4728},{},[4729],{"type":32,"value":4730},"She once spent 3 hours convincing a famous country singer to get off his tour bus to shoot a commercial that her client had contracted him to be in.",{"type":22,"tag":248,"props":4732,"children":4733},{},[4734],{"type":32,"value":4735},"Her family is a big fan of True Crime, and they binge Crime Junkie on every road trip.",{"title":7,"searchDepth":794,"depth":794,"links":4737},[4738],{"id":4714,"depth":802,"text":4717},"content:team:alanna-moman-rawden.md","team/alanna-moman-rawden.md","team/alanna-moman-rawden",{"_path":4743,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":4744,"description":4745,"name":4744,"ref":4746,"jobTitle":4747,"team":4747,"images":4748,"linkedIn":4750,"quoteCite":4687,"sequence":4751,"body":4752,"_type":810,"_id":4813,"_source":812,"_file":4814,"_stem":4815,"_extension":815,"category":4676,"minutes":4816},"/team/alicia-antonow","Alicia Antonow","Meet Alicia Antonow, one of MKG Marketing’s saavy digital ads experts, bringing 15+ years of hands on execution and strategy to the table.","alicia-antonow","Digital Advertising Experts",{"landscape":4749},"alicia-antonow.webp","alicia-a-36459bb5",54,{"type":19,"children":4753,"toc":4811},[4754,4762,4767,4775,4780,4788,4793,4801,4806],{"type":22,"tag":35,"props":4755,"children":4756},{},[4757],{"type":22,"tag":28,"props":4758,"children":4759},{},[4760],{"type":32,"value":4761},"How I Got Into Digital Advertising",{"type":22,"tag":35,"props":4763,"children":4764},{},[4765],{"type":32,"value":4766},"With a background as a nurse, my journey into digital advertising began unexpectedly when I back to Ann Arbor, Michigan. A Google Partner approached me to assist with healthcare content and ads. I quickly discovered a passion for the field, and with Google Ads sales training followed by SEM training, I was hooked.",{"type":22,"tag":35,"props":4768,"children":4769},{},[4770],{"type":22,"tag":28,"props":4771,"children":4772},{},[4773],{"type":32,"value":4774},"What I Love About Paid Search",{"type":22,"tag":35,"props":4776,"children":4777},{},[4778],{"type":32,"value":4779},"Every campaign is like a unique puzzle, even within the same industry. Variations in geography, audiences, and keywords make each project different. I enjoy leveraging the full suite of Google products—Search, Display, Demand Gen, and YouTube—because they work best when integrated. The ever-evolving nature of the work keeps me inspired and challenged.",{"type":22,"tag":35,"props":4781,"children":4782},{},[4783],{"type":22,"tag":28,"props":4784,"children":4785},{},[4786],{"type":32,"value":4787},"Why I Chose MKG Marketing",{"type":22,"tag":35,"props":4789,"children":4790},{},[4791],{"type":32,"value":4792},"I was drawn to MKG Marketing for its people-first culture. The company recognizes that we are all human, with lives outside of work, and fosters a supportive environment that values balance and well-being.",{"type":22,"tag":35,"props":4794,"children":4795},{},[4796],{"type":22,"tag":28,"props":4797,"children":4798},{},[4799],{"type":32,"value":4800},"Fun Facts About Me",{"type":22,"tag":35,"props":4802,"children":4803},{},[4804],{"type":32,"value":4805},"I’m an avid traveler and love immersing myself in different cultures. Before having kids, my husband and I spent at least three months each year exploring the world.",{"type":22,"tag":35,"props":4807,"children":4808},{},[4809],{"type":32,"value":4810},"I take cooking classes with locals wherever I go and love scuba diving whenever there’s water nearby.\nMy kids are my world—seeing their faces light up when experiencing something new brings me the greatest joy.",{"title":7,"searchDepth":794,"depth":794,"links":4812},[],"content:team:alicia-antonow.md","team/alicia-antonow.md","team/alicia-antonow",1,{"_path":4818,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":4819,"description":4820,"name":4819,"jobTitle":4821,"team":4822,"images":4823,"ref":4825,"linkedIn":4826,"sequence":4827,"body":4828,"_type":810,"_id":4876,"_source":812,"_file":4877,"_stem":4878,"_extension":815,"category":4676,"minutes":794},"/team/avery-davis","Avery Davis","Avery Davis is an Account Superivor here at MKG Marketing.","Account Supervisor","Account Services",{"landscape":4824},"avery-davis.webp","avery-davis","avery-davis-114055191",59,{"type":19,"children":4829,"toc":4873},[4830,4836,4841,4846,4851,4855],{"type":22,"tag":35,"props":4831,"children":4833},{"className":4832},[4693],[4834],{"type":32,"value":4835},"\nAvery began his digital marketing career at a tech startup focused on ID scanning and facial recognition software. In addition to gaining a deep understanding of paid media and analytics, this peaked his interest in cybersecurity and tech in general. He then transitioned to agency life where he specialized in SaaS marketing.\n",{"type":22,"tag":35,"props":4837,"children":4838},{},[4839],{"type":32,"value":4840},"Over the years, Avery has touched a variety of verticals including health and beauty, eCommerce, medical/pharma, education, and more. He is drawn to agency life because of the variety of clients he is able to work with and, in turn, learn from.",{"type":22,"tag":35,"props":4842,"children":4843},{},[4844],{"type":32,"value":4845},"Although he’s touched several areas of digital marketing, Avery feels most at home when doing Account/ Project Management as well as Copywriting.",{"type":22,"tag":35,"props":4847,"children":4848},{},[4849],{"type":32,"value":4850},"As is the theme with many of our staff, Avery was drawn to MKG because of our culture. In Avery’s words “MKG shares the same values as I do in both my professional and my personal life. When I saw that we meshed so well, this was an opportunity I couldn’t refuse!”",{"type":22,"tag":288,"props":4852,"children":4853},{"id":4714},[4854],{"type":32,"value":4717},{"type":22,"tag":693,"props":4856,"children":4857},{},[4858,4863,4868],{"type":22,"tag":248,"props":4859,"children":4860},{},[4861],{"type":32,"value":4862},"Avery is an avid racquetball player. Having first gotten into the sport in college, he’s had lots of fun playing over the years. He tries to get to the court at least once a week.",{"type":22,"tag":248,"props":4864,"children":4865},{},[4866],{"type":32,"value":4867},"Avery is a hobby bartender and enjoys making, tasting, and learning about different drinks. He’s mainly a Kentucky bourbon guy but also loves Japanese whisky!",{"type":22,"tag":248,"props":4869,"children":4870},{},[4871],{"type":32,"value":4872},"Avery is a black belt in Pasaryu. This is a Korean mixed martial art which includes karate, kung fu, and Taekwondo. He has also trained and competed with weapons: nunchucks and samurai sword just to name a couple!",{"title":7,"searchDepth":794,"depth":794,"links":4874},[4875],{"id":4714,"depth":802,"text":4717},"content:team:avery-davis.md","team/avery-davis.md","team/avery-davis",{"_path":4880,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":4881,"description":4882,"name":4881,"ref":4883,"jobTitle":4884,"team":4885,"images":4886,"linkedIn":4888,"quote":4889,"quoteCite":4890,"sequence":4891,"body":4892,"_type":810,"_id":4939,"_source":812,"_file":4940,"_stem":4941,"_extension":815,"category":4676,"minutes":794},"/team/jared-gerling","Jared Gerling","Meet Jared Gerling, one of MKG Marketing’s thoughtful SEO Experts, bringing 10+ years of experience, intentionality, and creativity to the team.","jared-gerling","SEO Expert","SEO Experts",{"landscape":4887},"jared-gerling.webp","jaredgerling","The truth is, most of us discover where we are heading when we arrive.","Calvin (Calvin and Hobbes)",55,{"type":19,"children":4893,"toc":4937},[4894,4899,4904,4909,4914,4919],{"type":22,"tag":35,"props":4895,"children":4896},{},[4897],{"type":32,"value":4898},"Jared's journey into digital marketing started with answering a classified ad for a company looking for people with writing backgrounds for a position in SEO. As a graduate of Michigan State University with a degree in Creative Writing, this sounded like the perfect opportunity.",{"type":22,"tag":35,"props":4900,"children":4901},{},[4902],{"type":32,"value":4903},"This small agency taught him SEO from the ground up, and, after taking a break from digital marketing to receive his MA from DePaul University, Jared jumped back into the field at a medium-sized agency out of Chicago as an SEO analyst.",{"type":22,"tag":35,"props":4905,"children":4906},{},[4907],{"type":32,"value":4908},"Since then, Jared has worked for large and small marketing agencies for over a decade, providing expert SEO services in almost every industry that has a website on the internet. And with his background in writing, Jared feels most at home in the content and customer facing side of SEO and digital marketing.",{"type":22,"tag":35,"props":4910,"children":4911},{},[4912],{"type":32,"value":4913},"It was first and foremost the people that drew Jared to MKG. Everyone at MKG has been so in tune with his values and his personality, and they've made his time at MKG easily the best experience of his career.",{"type":22,"tag":35,"props":4915,"children":4916},{},[4917],{"type":32,"value":4918},"Fun Facts:",{"type":22,"tag":693,"props":4920,"children":4921},{},[4922,4927,4932],{"type":22,"tag":248,"props":4923,"children":4924},{},[4925],{"type":32,"value":4926},"I love to travel with my wife. We've been to many incredible places over the years, and are always on the lookout for our next destination.",{"type":22,"tag":248,"props":4928,"children":4929},{},[4930],{"type":32,"value":4931},"I was a college rower in my younger days. I rowed mostly eights as a port, and competed against some of the best schools in the nation...and lost to most of them.",{"type":22,"tag":248,"props":4933,"children":4934},{},[4935],{"type":32,"value":4936},"I love a really good French Martini.",{"title":7,"searchDepth":794,"depth":794,"links":4938},[],"content:team:jared-gerling.md","team/jared-gerling.md","team/jared-gerling",{"_path":4943,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":4944,"description":4945,"name":4946,"jobTitle":4947,"images":4948,"ref":4950,"sequence":4951,"imageDescription":4952,"body":4953,"_type":810,"_id":5005,"_source":812,"_file":5006,"_stem":5007,"_extension":815,"category":4676,"minutes":794},"/team/kathy-obrien","Kathy Obrien","Meet Kathy O’Brien, MKG Marketing’s amazing executive assistant who consistently supports all of MKG across the many needs of the company.","Kathy O'Brien","Executive Assistant",{"landscape":4949},"kathy-obrien.webp","kathy-obrien",80,"Kathy O’Brien, MKG Marketing’s Executive Assistant, in front of a gray background | MKG Marketing",{"type":19,"children":4954,"toc":5002},[4955,4961,4966,4975,4980,4984],{"type":22,"tag":35,"props":4956,"children":4958},{"className":4957},[4693],[4959],{"type":32,"value":4960},"\nKathy loves details and has managed the finer details of business her entire career.  She started her career in Center City, Philadelphia working for several law firms.  After she was married and had her first son, she left the bustling city to work closer to home at an international publishing company.  In 1994, Kathy and her husband Bill moved with their two sons to Charlotte, North Carolina.  They eventually completed their family with two more boys born in Charlotte.\n",{"type":22,"tag":35,"props":4962,"children":4963},{},[4964],{"type":32,"value":4965},"In 2000 they relocated to Chester County, a suburb of Philadelphia. After a hiatus and four sons, Kathy returned to work in Chester County. This time, she gave retail a whirl so that she could be home when her school age boys were home. She quickly found out Ann Taylor was employing one of their best customers. Kathy then spent the following 10+ years in the Non-Profit arena where she did whatever needed to be done to further the mission. No job was too big, small, or unimportant to tackle.",{"type":22,"tag":4967,"props":4968,"children":4969},"blockquote",{},[4970],{"type":22,"tag":35,"props":4971,"children":4972},{},[4973],{"type":32,"value":4974},"Be faithful in small things because it is in them that your strength lies.\nMother Teresa",{"type":22,"tag":35,"props":4976,"children":4977},{},[4978],{"type":32,"value":4979},"By February 2020, Kathy was eager to build something for herself and her family. She set off on a new adventure of starting her own business when she was connected with Kerry, Mike, and MKG. Having commuted and worked outside of the home for 10+ years, she was ready to work from home and have a better life balance. She followed the rainbow and found MKG in her pot of gold. MKG is like no other firm or organization for which Kathy has worked. Their standard of people first is evident in every team member, every decision, every meeting, every interaction. They live their standard.",{"type":22,"tag":288,"props":4981,"children":4982},{"id":4714},[4983],{"type":32,"value":4717},{"type":22,"tag":693,"props":4985,"children":4986},{},[4987,4992,4997],{"type":22,"tag":248,"props":4988,"children":4989},{},[4990],{"type":32,"value":4991},"Kathy’s dislikes: fruit & chocolate together and Tuesday.",{"type":22,"tag":248,"props":4993,"children":4994},{},[4995],{"type":32,"value":4996},"Family: Kathy met her husband Bill in Wildwood, New Jersey after their high school graduations during “Senior Week”. They have 4 sons and 2 grandsons. There hasn’t been a girl born in the O’Brien family in 32 years! You will often hear Kathy saying her boys are the best 4 gifts she’s ever been given.",{"type":22,"tag":248,"props":4998,"children":4999},{},[5000],{"type":32,"value":5001},"Special talent: Baking. Her boys’ (Bill included) favorites are Spritz Cookies and Chocolate Chip Cookies. There is a running family debate as to whether Ricotta Cookies are cookies or biscuits. At Christmas time, Kathy has been known to hide cookies to save some for guests.",{"title":7,"searchDepth":794,"depth":794,"links":5003},[5004],{"id":4714,"depth":802,"text":4717},"content:team:kathy-obrien.md","team/kathy-obrien.md","team/kathy-obrien",{"_path":5009,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":825,"description":5010,"ref":5011,"name":825,"website":5012,"team":4681,"quote":5013,"images":5014,"twitter":5016,"isLeader":4685,"jobTitle":5017,"linkedIn":5016,"sequence":4816,"quoteCite":5018,"imageDescription":5019,"body":5020,"_type":810,"_id":5069,"_source":812,"_file":5070,"_stem":5071,"_extension":815,"category":4676,"minutes":4816},"/team/kerry-guard","Meet Kerry Guard, one of MKG Marketing’s founders. She currently fills the role of CEO of MKG as well as hosting the podcast, Back on T-R-A-C-K.","kerry-guard","https://kerryguard.com","I don’t have to chase extraordinary moments to find happiness — it’s right in front of me if I’m paying attention and practicing gratitude.",{"landscape":5015},"kerry-guard.webp","kerryguard","Founder & CEO","Brené Brown","Kerry Guard, MKG Marketing’s Owner/CEO, stands on a street in Guernsey with the Town Church behind her | MKG Marketing",{"type":19,"children":5021,"toc":5066},[5022,5028,5041,5054,5058],{"type":22,"tag":35,"props":5023,"children":5025},{"className":5024},[4693],[5026],{"type":32,"value":5027},"Kerry Guard (she/her) is a mom of twins - boy and a girl. She understands what work life balance really looks like and is on a mission to build a company that honors parents having a career and a life. She’s out to prove you really can have both with policies like ensuring 20 days of vacation each year, no client emails after 6PM or weekends, unlimited sick days, and everyday flexibility.",{"type":22,"tag":35,"props":5029,"children":5030},{},[5031,5033,5039],{"type":32,"value":5032},"She also hosts our podcast, ",{"type":22,"tag":785,"props":5034,"children":5036},{"href":5035},"/podcasts/marketing-leaders/",[5037],{"type":32,"value":5038},"Back on T-R-A-C-K",{"type":32,"value":5040},", which brings eight digital marketing experts to your ears every quarter.",{"type":22,"tag":35,"props":5042,"children":5043},{},[5044,5046,5052],{"type":32,"value":5045},"Kerry is responsible for HR. If you’d like to join MKG where people are first and your expertise matter, Kerry will be with you through the entire interview process ensuring each candidate meets the necessary requirements and gets a fair shot. Want to join MKG and Kerry’s mission of bringing People First to as many people as possible? Check out our ",{"type":22,"tag":785,"props":5047,"children":5049},{"href":5048},"/about/jobs/",[5050],{"type":32,"value":5051},"Jobs page",{"type":32,"value":5053}," and see if we have a position right for you!",{"type":22,"tag":288,"props":5055,"children":5056},{"id":4714},[5057],{"type":32,"value":4717},{"type":22,"tag":693,"props":5059,"children":5060},{},[5061],{"type":22,"tag":248,"props":5062,"children":5063},{},[5064],{"type":32,"value":5065},"Kerry now lives in Guernsey — a tiny nook in the world between England and France. Come visit for a spot of tea any time!",{"title":7,"searchDepth":794,"depth":794,"links":5067},[5068],{"id":4714,"depth":802,"text":4717},"content:team:kerry-guard.md","team/kerry-guard.md","team/kerry-guard",{"_path":5073,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":5074,"description":5075,"name":5074,"ref":5076,"jobTitle":5077,"team":4747,"images":5078,"linkedIn":5080,"sequence":5081,"body":5082,"_type":810,"_id":5133,"_source":812,"_file":5134,"_stem":5135,"_extension":815,"category":4676,"minutes":794},"/team/leigh-snyder","Leigh Snyder","Meet Leigh Snyder, one of MKG Marketing’s amazing digital advertising experts, bringing 15 plus years of experience to the team","leigh-snyder","Digital Advertising Expert",{"landscape":5079},"leigh-snyder.webp","leighasnyder",50,{"type":19,"children":5083,"toc":5130},[5084,5090,5095,5100,5105,5110,5115,5120,5125],{"type":22,"tag":35,"props":5085,"children":5087},{"className":5086},[4693],[5088],{"type":32,"value":5089},"\nLeigh has over 15 years of experience of managing Paid Search campaigns. She started her career at Solid Cactus, a full service eCommerce agency in Wilkes Barre Pennsylvania. Having no experience in Paid Search, she learned as she went, starting out in the earlier days of Google Adwords, when Adwords Editor wasn't even being used yet.\n",{"type":22,"tag":35,"props":5091,"children":5092},{},[5093],{"type":32,"value":5094},"Leigh loves to create accounts and watch them grow, even more she loves to take a poorly performing account and turn it around. Watching the KPIs increase from changes she has made or new ideas she implements, keeps her career exciting.",{"type":22,"tag":35,"props":5096,"children":5097},{},[5098],{"type":32,"value":5099},"Managing a wide variety of accounts that include local car dealerships, worldwide clothing stores, online supplement shops to plastic surgeons and much much more, Leigh brings a vast knowledge of creative ways in managing accounts.",{"type":22,"tag":35,"props":5101,"children":5102},{},[5103],{"type":32,"value":5104},"While working the majority of her career in local offices, the options for expanding her career were becoming less and less. She decided to apply for a remote job (before it was the norm) and was able to get experience that wasn't as prevalent in the smaller area in which she resides.",{"type":22,"tag":35,"props":5106,"children":5107},{},[5108],{"type":32,"value":5109},"After working from home for the past 6 years the opportunities kept coming and when MKG reached out to her, she knew that there was something special about them and decided to take the leap. The people first environment is not just talked about here, but it is practiced everyday. MKG Marketing is unlike anywhere she has ever worked.",{"type":22,"tag":35,"props":5111,"children":5112},{},[5113],{"type":32,"value":5114},"Outside of work, Leigh enjoys spending time with her husband Dustin, their blended family (Emma, Casey, Jake & Brayden) and their dog Millie.",{"type":22,"tag":35,"props":5116,"children":5117},{},[5118],{"type":32,"value":5119},"The kitchen is where you will always find her, she loves to cook and bake all things Gluten Free and no one ever knows. When they are not at a swim meet or a baseball game they love swimming in their pool, long walks on the local trails, renovating their house and binging shows.",{"type":22,"tag":288,"props":5121,"children":5122},{"id":4714},[5123],{"type":32,"value":5124},"Fun Facts",{"type":22,"tag":35,"props":5126,"children":5127},{},[5128],{"type":32,"value":5129},"Although it was just was a short time, at age 19 Leigh drove cross country from a small town in PA and moved to Hollywood Hills, CA. Her view from her kitchen window was the Hollywood sign. Not a bad first apartment.",{"title":7,"searchDepth":794,"depth":794,"links":5131},[5132],{"id":4714,"depth":802,"text":5124},"content:team:leigh-snyder.md","team/leigh-snyder.md","team/leigh-snyder",{"_path":5137,"_dir":5138,"_draft":6,"_partial":6,"_locale":7,"title":5139,"description":5140,"name":5139,"imageDescription":5141,"ref":5142,"jobTitle":5143,"images":5144,"linkedIn":5142,"quote":5146,"quoteCite":5139,"sequence":1282,"body":5147,"_type":810,"_id":5221,"_source":812,"_file":5222,"_stem":5223,"_extension":815,"category":5138,"minutes":4816},"/team/marketing-leadership/celeste-jacroux","marketing-leadership","Celeste Jacroux","Meet Celeste Jacroux, a strategic GTM partner to MKG and Founder of Sweel Marketing Advisors. She leads Go-to-Market strategy for high-growth companies.","Celeste Jacroux, Founder of Swell Marketing Advisors and MKG Partner","celeste-jacroux","Fractional GTM Leader | Founder, Swell Marketing Advisors",{"landscape":5145},"celeste-jacroux.webp","A great product doesn't win on its own. It wins when the story, the strategy, and the sales motion all pull in the exact same direction.",{"type":19,"children":5148,"toc":5218},[5149,5162,5167,5179,5185],{"type":22,"tag":35,"props":5150,"children":5152},{"className":5151},[4693],[5153,5155,5160],{"type":32,"value":5154},"\nCeleste Jacroux is a Go-to-Market architect for companies ready to graduate from \"random acts of marketing\" to a predictable revenue engine. As the Founder of ",{"type":22,"tag":28,"props":5156,"children":5157},{},[5158],{"type":32,"value":5159},"Swell Marketing Advisors",{"type":32,"value":5161}," and a strategic partner to MKG, she brings deep expertise in aligning product, sales, and marketing into a cohesive GTM strategy.",{"type":22,"tag":35,"props":5163,"children":5164},{},[5165],{"type":32,"value":5166},"Celeste understands that for founders, the hardest phase is often bridging the gap between a great product and the market that needs it. She specializes in clarifying positioning, defining ideal customer profiles (ICPs), and building the strategic roadmap that turns vision into traction.",{"type":22,"tag":35,"props":5168,"children":5169},{},[5170,5172,5177],{"type":32,"value":5171},"At MKG, Celeste steps in as a Marketing Leader for our ",{"type":22,"tag":28,"props":5173,"children":5174},{},[5175],{"type":32,"value":5176},"Marketing Leadership + Activation",{"type":32,"value":5178}," clients. She provides the senior-level direction and GTM rigor, working hand-in-hand with MKG’s activation teams to ensure that strategy doesn't just sit in a deck—it gets executed, measured, and optimized for growth.",{"type":22,"tag":288,"props":5180,"children":5182},{"id":5181},"expertise",[5183],{"type":32,"value":5184},"Expertise",{"type":22,"tag":693,"props":5186,"children":5187},{},[5188,5198,5208],{"type":22,"tag":248,"props":5189,"children":5190},{},[5191,5196],{"type":22,"tag":28,"props":5192,"children":5193},{},[5194],{"type":32,"value":5195},"Go-to-Market Strategy:",{"type":32,"value":5197}," Launching new products and entering new markets with precision.",{"type":22,"tag":248,"props":5199,"children":5200},{},[5201,5206],{"type":22,"tag":28,"props":5202,"children":5203},{},[5204],{"type":32,"value":5205},"Positioning & Messaging:",{"type":32,"value":5207}," Translating complex tech into clear customer value.",{"type":22,"tag":248,"props":5209,"children":5210},{},[5211,5216],{"type":22,"tag":28,"props":5212,"children":5213},{},[5214],{"type":32,"value":5215},"Sales & Marketing Alignment:",{"type":32,"value":5217}," Ensuring the revenue team is fighting the same battle.",{"title":7,"searchDepth":794,"depth":794,"links":5219},[5220],{"id":5181,"depth":802,"text":5184},"content:team:marketing-leadership:celeste-jacroux.md","team/marketing-leadership/celeste-jacroux.md","team/marketing-leadership/celeste-jacroux",{"_path":5225,"_dir":5138,"_draft":6,"_partial":6,"_locale":7,"title":825,"description":5226,"name":825,"imageDescription":5019,"ref":5011,"jobTitle":5227,"images":5228,"twitter":5016,"linkedIn":5016,"quote":5013,"quoteCite":5018,"sequence":816,"body":5229,"_type":810,"_id":5307,"_source":812,"_file":5308,"_stem":5309,"_extension":815,"category":5138,"minutes":794},"/team/marketing-leadership/kerry-guard","Meet Kerry Guard, MKG Marketing’s CEO and Principal Strategist. She works directly with founders to build scalable marketing engines while hosting the podcast, Back on T-R-A-C-K.","Fractional Marketing Leaders",{"landscape":5015},{"type":19,"children":5230,"toc":5304},[5231,5237,5277,5288,5293,5297],{"type":22,"tag":35,"props":5232,"children":5234},{"className":5233},[4693],[5235],{"type":32,"value":5236},"\nKerry Guard (she/her) is the strategist founders call when they are tired of guessing. As the CEO of MKG Marketing, she doesn’t just run the agency; she steps into the trenches with clients as a Fractional Marketing Leader. She specializes in helping founders navigate the \"Growth Valley\"—building the systems, strategy, and teams required to scale from traction to expansion.",{"type":22,"tag":35,"props":5238,"children":5239},{},[5240,5242,5247,5249,5254,5256,5261,5263,5268,5270,5275],{"type":32,"value":5241},"Her recent work focuses on bringing enterprise-level rigor to growing businesses. She serves as the strategic marketing engine for a diverse portfolio, including ",{"type":22,"tag":28,"props":5243,"children":5244},{},[5245],{"type":32,"value":5246},"Rutkowski Law Firm",{"type":32,"value":5248},", ",{"type":22,"tag":28,"props":5250,"children":5251},{},[5252],{"type":32,"value":5253},"Fulcrum Enterprise Group",{"type":32,"value":5255},", and ",{"type":22,"tag":28,"props":5257,"children":5258},{},[5259],{"type":32,"value":5260},"Premier Office Movers",{"type":32,"value":5262},", where she aligns revenue goals with marketing execution. Whether she is translating complex tech into a go-to-market narrative for ",{"type":22,"tag":28,"props":5264,"children":5265},{},[5266],{"type":32,"value":5267},"Avalanche Fusion",{"type":32,"value":5269},", or helping ",{"type":22,"tag":28,"props":5271,"children":5272},{},[5273],{"type":32,"value":5274},"Extraordinary Advisors",{"type":32,"value":5276}," amplify their message, Kerry brings clarity and momentum to every leadership team she joins.",{"type":22,"tag":35,"props":5278,"children":5279},{},[5280,5282,5286],{"type":32,"value":5281},"She is also the host of ",{"type":22,"tag":785,"props":5283,"children":5284},{"href":5035},[5285],{"type":32,"value":5038},{"type":32,"value":5287},", where she interviews CMOs and Founders to uncover the human stories behind high-growth companies.",{"type":22,"tag":35,"props":5289,"children":5290},{},[5291],{"type":32,"value":5292},"Kerry proves that high performance doesn't require burnout. As a mom of twins, she built MKG on a \"People First\" methodology—championing policies like 20 vacation days and zero after-hours emails—because she knows that rested, respected experts drive the best ROI.",{"type":22,"tag":288,"props":5294,"children":5295},{"id":4714},[5296],{"type":32,"value":4717},{"type":22,"tag":693,"props":5298,"children":5299},{},[5300],{"type":22,"tag":248,"props":5301,"children":5302},{},[5303],{"type":32,"value":5065},{"title":7,"searchDepth":794,"depth":794,"links":5305},[5306],{"id":4714,"depth":802,"text":4717},"content:team:marketing-leadership:kerry-guard.md","team/marketing-leadership/kerry-guard.md","team/marketing-leadership/kerry-guard",{"_path":5311,"_dir":5138,"_draft":6,"_partial":6,"_locale":7,"title":5312,"description":5313,"name":5314,"imageDescription":5315,"ref":5316,"jobTitle":5317,"images":5318,"linkedIn":5316,"quote":5320,"quoteCite":5314,"sequence":1687,"body":5321,"_type":810,"_id":5404,"_source":812,"_file":5405,"_stem":5406,"_extension":815,"category":5138,"minutes":4816},"/team/marketing-leadership/laura-mcaliley","Laura Mcaliley","Meet Laura McAliley, a strategic partner to MKG and Founder of Pebble Marketing. She serves as a Fractional CMO, helping founders scale from seed to exit.","Laura McAliley","Laura McAliley, Fractional CMO and Founder of Pebble Marketing","laura-mcaliley","Fractional CMO | Founder, Pebble Marketing",{"landscape":5319},"laura-mcaliley.webp","Founders don't need another slide deck. They need a roadmap to revenue and a partner willing to get their hands dirty to build it.",{"type":19,"children":5322,"toc":5401},[5323,5329,5348,5353,5364,5368],{"type":22,"tag":35,"props":5324,"children":5326},{"className":5325},[4693],[5327],{"type":32,"value":5328},"\nLaura McAliley is the growth strategist founders call when they are ready to turn early traction into sustainable momentum. As the Founder of Pebble Marketing and a key Marketing Leadership partner for MKG, Laura bridges the gap between high-level vision and the gritty execution required to scale.",{"type":22,"tag":35,"props":5330,"children":5331},{},[5332,5334,5339,5341,5346],{"type":32,"value":5333},"Her track record speaks the language of investors and boards. She has successfully scaled SaaS startups from seed stage through to exit, most notably orchestrating a ",{"type":22,"tag":28,"props":5335,"children":5336},{},[5337],{"type":32,"value":5338},"3x revenue lift",{"type":32,"value":5340}," at ",{"type":22,"tag":28,"props":5342,"children":5343},{},[5344],{"type":32,"value":5345},"Security Journey",{"type":32,"value":5347}," that led to a successful acquisition.",{"type":22,"tag":35,"props":5349,"children":5350},{},[5351],{"type":32,"value":5352},"Laura thrives in the \"messy middle\" of growth. Whether she is navigating the complexities of a Fortune 100 account or launching a scrappy go-to-market strategy for a new startup, her approach is the same: build the brand, unlock the revenue, and get the business investor-ready.",{"type":22,"tag":35,"props":5354,"children":5355},{},[5356,5358,5362],{"type":32,"value":5357},"At MKG, Laura acts as a Fractional CMO for our ",{"type":22,"tag":28,"props":5359,"children":5360},{},[5361],{"type":32,"value":5176},{"type":32,"value":5363}," clients, bringing the senior firepower needed to professionalize your marketing function without the full-time executive headcount.",{"type":22,"tag":288,"props":5365,"children":5366},{"id":5181},[5367],{"type":32,"value":5184},{"type":22,"tag":693,"props":5369,"children":5370},{},[5371,5381,5391],{"type":22,"tag":248,"props":5372,"children":5373},{},[5374,5379],{"type":22,"tag":28,"props":5375,"children":5376},{},[5377],{"type":32,"value":5378},"SaaS Scaling:",{"type":32,"value":5380}," From Seed to Exit",{"type":22,"tag":248,"props":5382,"children":5383},{},[5384,5389],{"type":22,"tag":28,"props":5385,"children":5386},{},[5387],{"type":32,"value":5388},"Revenue Operations:",{"type":32,"value":5390}," Aligning marketing spend with sales outcomes",{"type":22,"tag":248,"props":5392,"children":5393},{},[5394,5399],{"type":22,"tag":28,"props":5395,"children":5396},{},[5397],{"type":32,"value":5398},"Brand Strategy:",{"type":32,"value":5400}," Positioning startups for acquisition and investment",{"title":7,"searchDepth":794,"depth":794,"links":5402},[5403],{"id":5181,"depth":802,"text":5184},"content:team:marketing-leadership:laura-mcaliley.md","team/marketing-leadership/laura-mcaliley.md","team/marketing-leadership/laura-mcaliley",{"_path":5408,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":5409,"description":5410,"name":5409,"ref":5411,"imageDescription":5412,"jobTitle":5413,"images":5414,"twitter":5416,"linkedIn":5416,"quote":5417,"quoteCite":5418,"sequence":5419,"body":5420,"_type":810,"_id":5463,"_source":812,"_file":5464,"_stem":5465,"_extension":815,"category":4676,"minutes":4816},"/team/mike-krass","Mike Krass","Meet Mike Krass, one of MKG Marketing’s founders. He currently drives the big picture vision for the agency and supports biz dev and sales efforts.","mike-krass","Mike Krass, MKG Marketing’s Owner/Visionary, standing in front of St. Louis Cathedral in the French Quarter of New Orleans | MKG Marketing","Owner/Visionary",{"landscape":5415},"mike-krass.webp","mikekrass","Focus on the road, not the wall.","Alvin Alexander",10,{"type":19,"children":5421,"toc":5461},[5422,5428,5433,5438],{"type":22,"tag":35,"props":5423,"children":5425},{"className":5424},[4693],[5426],{"type":32,"value":5427},"A proud Washington State University alum — Go Cougs! — who grew up on the west coast of the United States, Mike has lived on three continents during his lifetime.",{"type":22,"tag":35,"props":5429,"children":5430},{},[5431],{"type":32,"value":5432},"Over the past decade Mike has led MKG Marketing in becoming a 7-figure business, joined the global Entrepreneurs Organization (EO) as a member as well as holds a seat on their Board of Directors and mentored other business owners through organizations like Idea Village, EO and General Assembly.",{"type":22,"tag":35,"props":5434,"children":5435},{},[5436],{"type":32,"value":5437},"When he’s not at work, Mike enjoys:",{"type":22,"tag":693,"props":5439,"children":5440},{},[5441,5446,5451,5456],{"type":22,"tag":248,"props":5442,"children":5443},{},[5444],{"type":32,"value":5445},"Riding his beach cruiser bike in the park.",{"type":22,"tag":248,"props":5447,"children":5448},{},[5449],{"type":32,"value":5450},"Reading business and spy novels (often at the same time — ask him how many half finished books he’s currently reading on his Kindle!)",{"type":22,"tag":248,"props":5452,"children":5453},{},[5454],{"type":32,"value":5455},"Traveling the world.",{"type":22,"tag":248,"props":5457,"children":5458},{},[5459],{"type":32,"value":5460},"Flying N5478N — his trusty 1981 Cessna 182.",{"title":7,"searchDepth":794,"depth":794,"links":5462},[],"content:team:mike-krass.md","team/mike-krass.md","team/mike-krass",{"_path":5467,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":5468,"description":5469,"ref":5470,"name":5468,"team":5471,"quote":5472,"images":5473,"twitter":5475,"isLeader":4685,"jobTitle":5476,"linkedIn":5470,"sequence":5477,"quoteCite":5478,"body":5479,"_type":810,"_id":5509,"_source":812,"_file":5510,"_stem":5511,"_extension":815,"category":4676,"minutes":794},"/team/nathan-stenberg","Nathan Stenberg","Meet Nathan Stenberg, one of MKG Marketing’s Digital Marketing Strategist, with an extensive background in digital marketing from front-end development to omni-channel strategy. ","nathan-stenberg","Marketing Strategists","Repetition is the path to mastery.",{"landscape":5474},"nathan-stenberg.webp","natestenberg23","Director, Strategy",4,"Zenyatta",{"type":19,"children":5480,"toc":5507},[5481,5487,5492,5497,5502],{"type":22,"tag":35,"props":5482,"children":5484},{"className":5483},[4693],[5485],{"type":32,"value":5486},"Our SEO Expert, Nathan, comes to MKG with an extensive background in digital marketing from front-end development to omni-channel marketing strategy.",{"type":22,"tag":35,"props":5488,"children":5489},{},[5490],{"type":32,"value":5491},"He discovered SEO as part of a tech support job with a template website company where he was supporting clients with their websites. There he defined and developed the standards and processes that the SEO team would use for keyword research as well as the writing and implementation of the optimization. He then leveraged these standards to create an add-on subscription-based SEO product called “SEO Boost” which provided clients with a more proactive SEO service for their websites. This resulted in him providing keyword research and optimization recommendations for close to 1,500 websites during his tenure.",{"type":22,"tag":35,"props":5493,"children":5494},{},[5495],{"type":32,"value":5496},"From there Nathan moved into the agency world, staring with a small boutique firm in Portland, OR, providing SEO audits and recommendations for clients ranging from small businesses to enterprise e-commerce companies.",{"type":22,"tag":35,"props":5498,"children":5499},{},[5500],{"type":32,"value":5501},"He then moved to a larger agency and, once again, developed the SEO Team processes as the agency transitioned from an email-focused agency to a full-service digital marketing agency. During this time, Nathan was able to explore different areas of digital marketing strategy and really developed an understanding and passion for omni-channel marketing.",{"type":22,"tag":35,"props":5503,"children":5504},{},[5505],{"type":32,"value":5506},"When Nathan is not working, he enjoys spending time with his partner and two children. You can find him playing casual sports, music, and Overwatch as well as snowboarding and cooking.",{"title":7,"searchDepth":794,"depth":794,"links":5508},[],"content:team:nathan-stenberg.md","team/nathan-stenberg.md","team/nathan-stenberg",{"_path":5513,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":5514,"description":5515,"name":5514,"jobTitle":5077,"images":5516,"ref":5518,"linkedIn":5519,"team":4747,"quote":5520,"quoteCite":5018,"sequence":5521,"body":5522,"_type":810,"_id":5565,"_source":812,"_file":5566,"_stem":5567,"_extension":815,"category":4676,"minutes":4816},"/team/nick-bare","Nick Bare","Meet Nick Bare, one of MKG Marketing’s Digital Advertising Expert, bringing 15 plus years of experience to the team. ",{"landscape":5517},"nick-bare.webp","nick-bare","nickbare","We can choose courage or we can choose comfort, but we can't have both.",52,{"type":19,"children":5523,"toc":5563},[5524,5530,5535,5540,5545],{"type":22,"tag":35,"props":5525,"children":5527},{"className":5526},[4693],[5528],{"type":32,"value":5529},"Nick Bare's college offered a digital technology and culture degree and heI ended up taking some communications and marketing classes as well and liked the thought of them all lining up with each other. Once he graduated, he landed a role in paid search and has been doing it for nine+ years now.",{"type":22,"tag":35,"props":5531,"children":5532},{},[5533],{"type":32,"value":5534},"He loves that there's always a challenge to tackle. He enjoys taking on new accounts and getting into the weeds to see what can help them turn around and start driving more efficient leads.",{"type":22,"tag":35,"props":5536,"children":5537},{},[5538],{"type":32,"value":5539},"He's most proud of being a dad.",{"type":22,"tag":35,"props":5541,"children":5542},{},[5543],{"type":32,"value":5544},"Interesting facts:",{"type":22,"tag":693,"props":5546,"children":5547},{},[5548,5553,5558],{"type":22,"tag":248,"props":5549,"children":5550},{},[5551],{"type":32,"value":5552},"Born with a cleft lip and palate and has had seven surgeries in his life",{"type":22,"tag":248,"props":5554,"children":5555},{},[5556],{"type":32,"value":5557},"Watched the Seahawks win Super Bowl 48 with his dad in New York",{"type":22,"tag":248,"props":5559,"children":5560},{},[5561],{"type":32,"value":5562},"Travels around the country to visit all the MLB stadiums with his son",{"title":7,"searchDepth":794,"depth":794,"links":5564},[],"content:team:nick-bare.md","team/nick-bare.md","team/nick-bare",{"_path":5569,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":5570,"description":5515,"name":5570,"jobTitle":5571,"images":5572,"ref":5574,"linkedIn":5575,"team":5576,"quote":5577,"quoteCite":5578,"sequence":5579,"body":5580,"_type":810,"_id":5622,"_source":812,"_file":5623,"_stem":5624,"_extension":815,"category":4676,"minutes":4816},"/team/prachi-sarin","Prachi Sarin","Digital Marketing Coordinator",{"landscape":5573},"prachi-sarin.webp","prachi-sarin","prachisarin","Digital Marketing","We keep moving forward, opening new doors, and doing new things because we're curious, and curiosity keeps leading us down new paths.","Walt Disney",75,{"type":19,"children":5581,"toc":5620},[5582,5587,5592,5597],{"type":22,"tag":35,"props":5583,"children":5584},{},[5585],{"type":32,"value":5586},"Prachi has worked in marketing for over 10 years across various industries, but digital marketing has always been her true interest. She finally got the opportunity to pursue it when she moved to the United States and joined MKG as an apprentice, embarking on her digital marketing journey.​",{"type":22,"tag":35,"props":5588,"children":5589},{},[5590],{"type":32,"value":5591},"Why I Joined MKG Marketing:\nI joined MKG Marketing because of its people-first culture, transparency, and commitment to growth. It’s a place where I can learn, contribute, and work with a team that genuinely cares.",{"type":22,"tag":35,"props":5593,"children":5594},{},[5595],{"type":32,"value":5596},"Fun Facts About Me:",{"type":22,"tag":693,"props":5598,"children":5599},{},[5600,5605,5610,5615],{"type":22,"tag":248,"props":5601,"children":5602},{},[5603],{"type":32,"value":5604},"I love to read detective, thriller, and mystery books and watch shows in the same genre.",{"type":22,"tag":248,"props":5606,"children":5607},{},[5608],{"type":32,"value":5609},"I’m a mom to twin girls—they are my world! Watching them grow, learn, and explore life brings me joy.",{"type":22,"tag":248,"props":5611,"children":5612},{},[5613],{"type":32,"value":5614},"I love cooking for my family. It started with my husband, who’s a foodie, and now we cook together for our daughters.",{"type":22,"tag":248,"props":5616,"children":5617},{},[5618],{"type":32,"value":5619},"Our family also enjoys playing video games—it’s our way to unwind and have fun together.",{"title":7,"searchDepth":794,"depth":794,"links":5621},[],"content:team:prachi-sarin.md","team/prachi-sarin.md","team/prachi-sarin",{"_path":5626,"_dir":4676,"_draft":6,"_partial":6,"_locale":7,"title":5627,"description":5628,"ref":5629,"name":5627,"team":4681,"quote":5630,"images":5631,"isLeader":4685,"jobTitle":5633,"linkedIn":5634,"sequence":794,"quoteCite":5635,"body":5636,"_type":810,"_id":5656,"_source":812,"_file":5657,"_stem":5658,"_extension":815,"category":4676,"minutes":4816},"/team/sam-ellsworth","Sam Ellsworth","Meet Sam Ellsworth, one of MKG Marketing’s amazing Account Directors, who brings over 15 years experience managing marketing campaign development. ","sam-ellsworth","Sometimes the questions are complicated and the answers are simple.",{"landscape":5632},"sam-ellsworth.webp","Director, Client Services","samantha-ellsworth-40875866","Dr. Seuss",{"type":19,"children":5637,"toc":5654},[5638,5644,5649],{"type":22,"tag":35,"props":5639,"children":5641},{"className":5640},[4693],[5642],{"type":32,"value":5643},"Sam has over 15 years of experience managing the development of marketing campaigns for national and global brands. She started her career in San Francisco, working in account management at ad agencies, where she managed a range of successful marketing campaigns from Super Bowl TV spots and fully-integrated product launches to social media campaigns and events.",{"type":22,"tag":35,"props":5645,"children":5646},{},[5647],{"type":32,"value":5648},"After 12 years in San Francisco, Sam and her husband decided it was time to leave the big city and find a slower pace of life, settling down outside of Burlington, Vermont. Sam spent her first couple years in Vermont working remotely for a San Francisco agency and then as the Marketing Director at a local craft brewery before joining the MKG team. She was drawn to MKG due to our people first value and the opportunity to get to focus on a few specific, results driven marketing tactics.",{"type":22,"tag":35,"props":5650,"children":5651},{},[5652],{"type":32,"value":5653},"Outside of work, Sam spends her time with her husband, 4-year-old daughter and chocolate lab exploring Vermont and all it has to offer — from hiking, skiing and enjoying all the local food to growing their backyard garden and working on a never-ending list of house renovations.",{"title":7,"searchDepth":794,"depth":794,"links":5655},[],"content:team:sam-ellsworth.md","team/sam-ellsworth.md","team/sam-ellsworth",1787571079242]