{"id":127551,"date":"2026-05-19T21:38:08","date_gmt":"2026-05-19T21:38:08","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/05\/19\/90-of-brands-have-zero-ai-search-mentions-new-seo-study\/"},"modified":"2026-05-19T21:39:16","modified_gmt":"2026-05-19T21:39:16","slug":"90-of-brands-have-zero-ai-search-mentions-new-seo-study","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/05\/19\/90-of-brands-have-zero-ai-search-mentions-new-seo-study\/","title":{"rendered":"90% Of Brands Have Zero AI Search Mentions, New SEO Study"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"narrow-cont\">\n<p><em>This put up was sponsored by <a href=\"https:\/\/victorious.com\/\" target=\"_blank\" rel=\"sponsored noopener\">Victorious<\/a>. The opinions expressed on this article are the sponsor\u2019s personal.<\/em><\/p>\n<p>A yr into the shift towards AI search, the advertising and marketing business is filled with assured takes concerning the components that impression AI visibility. However we\u2019ve seen little or no knowledge to assist generally held assumptions.<\/p>\n<p>We wished to see what correlations we may discover between conventional search efficiency and AI mentions and citations. So we constructed a examine to see if we may uncover evidence-based suggestions from the info.<\/p>\n<nav role=\"navigation\" data-selector=\"h2\" class=\"sej-tcont white_toc\" id=\"table-content\">\n<h4 class=\"sej-tcont-title\">Key Research Findings<\/h4>\n<ol class=\"indexlist\">\n<li class=\"\"><a class=\"index_a\" href=\"#thestudymet\"><span class=\"index_ico\">1. <\/span>The Study Methodology: Comparing Traditional Search vs. AI Search Performance<\/a><\/li>\n<li class=\"\"><a class=\"index_a\" href=\"#findingmost\"><span class=\"index_ico\">2. <\/span>Finding 1: Most Brands Have No AI Mentions At All<\/a><\/li>\n<li class=\"\"><a class=\"index_a\" href=\"#findingaivi\"><span class=\"index_ico\">3. <\/span>Finding 2: AI Visibility Patterns Vary By Vertical<\/a><\/li>\n<li class=\"\"><a class=\"index_a\" href=\"#findings\"><span class=\"index_ico\">4. <\/span>Findings 3 &#8211; 4<\/a><\/li>\n<li class=\"\"><a class=\"index_a\" href=\"#keytakeaway\"><span class=\"index_ico\">5. <\/span>Key Takeaway<\/a><\/li>\n<\/ol>\n<\/nav>\n<h2 id=\"thestudymet\">The Research Methodology: Evaluating Conventional Search vs. AI Search Efficiency<\/h2>\n<p>To check how manufacturers carry out in conventional search versus AI search, we would have liked a dataset that captured each indicators for a similar corporations throughout the identical time frame.<\/p>\n<p>We constructed it out in 4 phases.<\/p>\n<p><strong>Step 1: Decide The Model Set.<\/strong><\/p>\n<p>We chosen a consultant cross-section of 177 manufacturers throughout 5 verticals: healthcare, SaaS, monetary companies, ecommerce\/retail, and authorized companies.<\/p>\n<p><strong>Step 2: Seize The AI Visibility Sign.<\/strong><\/p>\n<p>For every model, we examined vertical-specific prompts throughout eight AI platforms: ChatGPT, Perplexity, Gemini, Google AI Overview, Google AI Mode, Microsoft Copilot, Claude, and Meta AI. That gave us 107,011 AI responses to investigate.<\/p>\n<p>For each response, we recorded two issues: whether or not the platform named the model (point out), and whether or not it linked to the model\u2019s area as a supply (quotation).<\/p>\n<p><strong>Step 3: Pull The Natural Efficiency Information.<\/strong><\/p>\n<p>For a similar 177 manufacturers, we tracked domain-level natural efficiency in Semrush throughout the first quarter of 2026, together with visitors developments and Authority Scores.<\/p>\n<p><strong>Step 4: Cross-Reference The Two Datasets.<\/strong><\/p>\n<p>We joined the AI visibility knowledge with the natural knowledge so each model had three comparable measures: point out fee, quotation fee, and Authority Rating. That construction allow us to take a look at the connection between conventional rating indicators and AI visibility, and whether or not these components had been roughly associated throughout the completely different verticals.<\/p>\n<h3 id=\"whywetracke\">Why We Tracked Point out Charge &amp; Citations Individually<\/h3>\n<p>One metric doesn\u2019t seize AI visibility, so we tracked each point out fee and quotation fee as separate indicators. For instance, a model may be talked about typically and cited hardly ever, or cited typically and infrequently talked about. Monitoring each individually, relatively than collapsing them right into a single \u201cAI visibility\u201d rating, ended up being central to the nuances we may pull from the completely different verticals.<\/p>\n<h2 id=\"findingmost\">Discovering 1: Most Manufacturers Have No AI Mentions At All<\/h2>\n<p>Of the 177 manufacturers in our dataset, solely 18 had any AI point out fee above zero in Q1 2026. Meaning <a href=\"https:\/\/victorious.com\/quarterly-search-report\/?utm_source=searchenginejournal&amp;utm_medium=paid-content&amp;utm_campaign=sej-q1-search-report-2026&amp;utm_content=inline-visibility#visibility\" target=\"_blank\" rel=\"sponsored noopener\">89.8 percent of the brands we tested were largely absent from AI search<\/a> throughout the eight platforms we measured. They weren\u2019t talked about. The manufacturers weren\u2019t surfaced in relation to solutions, as sources, or examples.<\/p>\n<p>This runs counter to a whole lot of the present business chatter, which treats AI visibility as a race that\u2019s already effectively underway. Our knowledge exhibits a really completely different image. For an awesome variety of manufacturers, the race hasn\u2019t but begun.<\/p>\n<p>The truth that solely 18 of the 177 manufacturers in our analysis registered any AI mentions in any respect signifies that manufacturers prepared to take AI visibility critically now will probably be competing towards a small variety of incumbents of their vertical, not towards the whole class.<\/p>\n<h2 id=\"findingaivi\">Discovering 2: AI Visibility Patterns Range By Vertical<\/h2>\n<p>As soon as we broke the info down by vertical, three distinct patterns emerged.<\/p>\n<h3 id=\"mentionedam\">Talked about &amp; Cited: Healthcare, SaaS &amp; Monetary Companies Manufacturers<\/h3>\n<figure id=\"attachment_575041\" class=\"wp-caption aligncenter\" style=\"width: 900px\"><a href=\"https:\/\/victorious.com\/quarterly-search-report\/?utm_source=searchenginejournal&amp;utm_medium=paid-content&amp;utm_campaign=sej-q1-search-report-2026&amp;utm_content=inline-benchmarks-healthcare#benchmarks\" target=\"_blank\" rel=\"sponsored noopener\"><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/healthcare-413.png\" alt=\"\" width=\"900\" height=\"375\" class=\"wp-image-575041 size-full\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/healthcare-413-384x160.png 384w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/healthcare-413-425x177.png 425w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/healthcare-413-480x200.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/healthcare-413-680x283.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/healthcare-413-768x320.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/healthcare-413-850x354.png 850w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/healthcare-413.png 900w\" data-sizes=\"auto, (max-width: 900px) 100vw, 900px\" loading=\"lazy\"\/><\/a><figcaption class=\"wp-caption-text\">\u201cQ1 2026 Quarterly Search Report: Point out fee vs. quotation fee, by vertical: Healthcare, SaaS, and Monetary Companies\u201d created by Victorious. Could 2026.<\/figcaption><\/figure>\n<p>\u00a0<\/p>\n<p>Manufacturers inside these three verticals had been constantly talked about and cited, however for various causes. Healthcare manufacturers profit from clear entity identifiers reminiscent of names, places, specialties, and community affiliations, which reinforce the indicators that AI platforms use to guage experience and authority. SaaS manufacturers are generally featured on third-party platforms reminiscent of G2, Reddit, and LinkedIn, the place merchandise are mentioned by customers and reviewers. Monetary Companies advantages from sturdy editorial media presence on platforms like MarketWatch, Bankrate, and NerdWallet, that are widespread sources AI platforms flip to for monetary questions.<\/p>\n<p>Monetary Companies was additionally the one vertical the place quotation barely exceeded point out, which suggests AI platforms belief the content material barely greater than it trusts particular manufacturers but.<\/p>\n<p>In every case, the manufacturers that present up have one thing AI platforms can connect the model identification to: structured knowledge, third-party validation, or editorial protection. The manufacturers that don\u2019t present up normally lack a number of of these.<\/p>\n<h3 id=\"mentionedmo\">Talked about Extra Than Cited: Ecommerce &amp; Retail Manufacturers<\/h3>\n<figure id=\"attachment_575042\" class=\"wp-caption aligncenter\" style=\"width: 900px\"><a href=\"https:\/\/victorious.com\/quarterly-search-report\/?utm_source=searchenginejournal&amp;utm_medium=paid-content&amp;utm_campaign=sej-q1-search-report-2026&amp;utm_content=inline-benchmarks-ecommerce#benchmarks\" target=\"_blank\" rel=\"sponsored noopener\"><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/ecommerce-131.png\" alt=\"\" width=\"900\" height=\"351\" class=\"wp-image-575042 size-full\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/ecommerce-131-384x150.png 384w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/ecommerce-131-425x166.png 425w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/ecommerce-131-480x187.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/ecommerce-131-680x265.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/ecommerce-131-768x300.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/ecommerce-131-850x332.png 850w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/ecommerce-131.png 900w\" data-sizes=\"auto, (max-width: 900px) 100vw, 900px\" loading=\"lazy\"\/><\/a><figcaption class=\"wp-caption-text\">\u201cQ1 2026 Quarterly Search Report: Point out fee vs. quotation fee for Ecommerce\/Retail\u201d created by Victorious. Could 2026.<\/figcaption><\/figure>\n<p>Ecommerce posted the widest hole in our dataset. AI platforms acknowledge these manufacturers however pull their supply materials from elsewhere, normally marketplaces, aggregators, and evaluation websites relatively than the manufacturers\u2019 personal domains.<\/p>\n<p>For these manufacturers, recognition comes from market presence and shopper familiarity. The larger problem for ecommerce manufacturers is giving AI platforms content material price citing on their very own area, as a substitute of leaving the sector to Amazon, Reddit, and evaluation aggregators.<\/p>\n<h3 id=\"citedbutrar\">Cited However Not often Talked about: Authorized Companies<\/h3>\n<figure id=\"attachment_575043\" class=\"wp-caption aligncenter\" style=\"width: 900px\"><a href=\"https:\/\/victorious.com\/quarterly-search-report\/?utm_source=searchenginejournal&amp;utm_medium=paid-content&amp;utm_campaign=sej-q1-search-report-2026&amp;utm_content=inline-benchmarks-legal#benchmarks\" target=\"_blank\" rel=\"sponsored noopener\"><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/legal-349.png\" alt=\"\" width=\"900\" height=\"353\" class=\"wp-image-575043 size-full\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/legal-349-384x151.png 384w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/legal-349-425x167.png 425w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/legal-349-480x188.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/legal-349-680x267.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/legal-349-768x301.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/legal-349-850x333.png 850w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2026\/05\/legal-349.png 900w\" data-sizes=\"auto, (max-width: 900px) 100vw, 900px\" loading=\"lazy\"\/><\/a><figcaption class=\"wp-caption-text\">\u201cQ1 2026 Quarterly Search Report: Point out fee vs. quotation fee for Authorized Companies\u201d created by Victorious. Could 2026.<\/figcaption><\/figure>\n<p>Authorized companies posted the inverse sample as ecommerce manufacturers. AI platforms often supply content material from authorized websites, however they hardly ever credit score the agency behind the article.<\/p>\n<p>Closing that hole means constructing the entity indicators that join a bit of content material again to a recognizable agency.<\/p>\n<h2 id=\"findings\">Findings 3 \u2013 4<\/h2>\n<h3 id=\"eachaiplatf\">Every AI platform attracts from a special set of sources.<\/h3>\n<p>ChatGPT, Perplexity, Gemini, and Copilot present preferences for particular kinds of content material. The <a href=\"https:\/\/victorious.com\/quarterly-search-report\/?utm_source=searchenginejournal&amp;utm_medium=paid-content&amp;utm_campaign=sej-q1-search-report-2026&amp;utm_content=inline-platforms#platforms\" target=\"_blank\" rel=\"sponsored noopener\">full report breaks down mention rates by platform and vertical,<\/a> so you possibly can give attention to the AI platforms your patrons really use.<\/p>\n<h3 id=\"personaliza\">Personalization could also be compounding early AI visibility.<\/h3>\n<p>Google\u2019s Private Intelligence replace pulls indicators from a person\u2019s Gmail and Pictures into AI Mode responses, biasing outcomes towards manufacturers the person has already encountered. If that impact holds, manufacturers that win a person\u2019s first AI interplay on a subject may compound their visibility quicker than later entrants. The complete report walks by means of <a href=\"https:\/\/victorious.com\/quarterly-search-report\/?utm_source=searchenginejournal&amp;utm_medium=paid-content&amp;utm_campaign=sej-q1-search-report-2026&amp;utm_content=inline-ahead#ahead\" target=\"_blank\" rel=\"sponsored noopener\">what we\u2019re watching in Q2<\/a> to check this.<\/p>\n<h2 id=\"keytakeaway\">Key Takeaway<\/h2>\n<p>In case you take away nothing else from this knowledge, keep in mind that you haven\u2019t misplaced first-mover benefit. With solely 18 of the 177 manufacturers we measured incomes mentions AI search, there\u2019s nonetheless white area in your vertical ready to be claimed.<\/p>\n<p>You&#8217;ll be able to<a href=\"https:\/\/victorious.com\/quarterly-search-report\/?utm_source=searchenginejournal&amp;utm_medium=paid-content&amp;utm_campaign=sej-q1-search-report-2026&amp;utm_content=body-cta-full-report\" target=\"_blank\" rel=\"sponsored noopener\"> read the full Q1 2026 Quarterly Search Report<\/a> on our web site.<\/p>\n<div class=\"text-center\">\n    <a data-placement=\"In Post CTA Button\" target=\"_blank\" title=\"Claim Your AI Search Advantage\" href=\"https:\/\/victorious.com\/quarterly-search-report\/?utm_source=searchenginejournal&amp;utm_medium=paid-content&amp;utm_campaign=sej-q1-search-report-2026&amp;utm_content=body-cta-full-report\" class=\"btn-learn-more button-green small-size\" rel=\"sponsored noopener\">Claim Your AI Search Advantage<\/a>\n    <\/div>\n<hr\/>\n<p>Picture Credit<\/p>\n<p>Featured Picture: Picture by Victorious. Used with permission.<\/p>\n<p>In-Publish Pictures: Pictures by victorious. Used with permission.<\/p>\n<\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/www.searchenginejournal.com\/ai-seo-mentions-study-victorious-spa\/575040\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This put up was sponsored by Victorious. The opinions expressed on this article are the sponsor\u2019s personal. A yr into the shift towards AI search,&#8230;<\/p>\n","protected":false},"author":1,"featured_media":127552,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-127551","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>90% Of Brands Have Zero AI Search Mentions, New SEO Study - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis.mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what&#039;s new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mailinvest.blog\/index.php\/2026\/05\/19\/90-of-brands-have-zero-ai-search-mentions-new-seo-study\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"90% Of Brands Have Zero AI Search Mentions, New SEO Study - mailinvest.blog\" \/>\n<meta property=\"og:description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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