{"id":19014,"date":"2026-07-28T03:24:38","date_gmt":"2026-07-28T07:24:38","guid":{"rendered":"https:\/\/www.data-mania.com\/blog\/?p=19014"},"modified":"2026-08-30T03:14:44","modified_gmt":"2026-08-30T07:14:44","slug":"best-ai-search-tools-2026","status":"publish","type":"post","link":"https:\/\/www.data-mania.com\/blog\/best-ai-search-tools-2026\/","title":{"rendered":"20 Best AI Search Visibility Tools (2026): Free &#038; Paid, Ranked"},"content":{"rendered":"<div class=\"dm-guide\">\n<style>\n.dm-guide{--o:#BF5B03;--o-d:#8f4402;--cream:#FFF5E6;--warm:#FBF5F0;--ink:#000;--mut:#5c5651;--line:#e6dcd2;\nfont-family:\"Work Sans\",-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,sans-serif;color:var(--ink);line-height:1.65;font-size:17px;}\n.dm-guide *{box-sizing:border-box}\n.dm-guide [id]{scroll-margin-top:78px}\n.dm-guide h2,.dm-guide h3,.dm-guide h4{font-family:\"Oswald\",Impact,sans-serif;font-weight:600;line-height:1.2;color:var(--ink);letter-spacing:.2px}\n.dm-guide 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.dm-p{background:var(--cream);color:#8a5a12;border-color:#eddcc0}\n.dm-badges .dm-n{background:#f3f1ef;color:#7b736d;border-color:#e6e0da}\nfigure.dm-shot{margin:0 0 1rem;border:1px solid var(--line);border-radius:8px;overflow:hidden}\nfigure.dm-shot img{border-radius:0}\nfigure.dm-shot figcaption{font-size:.87rem;padding:.65rem .8rem;background:var(--warm);color:var(--mut);border-top:1px solid var(--line)}\nfigure.dm-shot figcaption b{color:var(--o-d)}\ndetails.dm-more{border-top:1px solid var(--line);margin:0}\ndetails.dm-more summary{cursor:pointer;list-style:none;font-family:\"Oswald\",sans-serif;font-size:.88rem;letter-spacing:.06em;text-transform:uppercase;color:var(--o-d);padding:.8rem 1.1rem;background:var(--warm);min-height:44px;display:flex;align-items:center;gap:.4rem}\ndetails.dm-more summary::-webkit-details-marker{display:none}\ndetails.dm-more summary:after{content:\"\\25BE\";font-size:.75rem}\ndetails.dm-more[open] summary:after{content:\"\\25B4\"}\ndetails.dm-more summary:hover{background:var(--cream)}\n.dm-deep{padding:.4rem 1.1rem 1.1rem}\n.dm-deep h3{font-size:1.05rem;margin:1.1rem 0 .4rem;padding-bottom:.25rem;border-bottom:1px solid var(--line)}\n.dm-deep table{font-size:.86rem;margin:.6rem 0 1rem}\n.dm-src{font-size:.8rem;color:var(--mut);margin:.8rem 0 0}<\/p>\n<p>\/* ---------- CTA ---------- *\/\n.dm-cta{background:var(--ink);color:#fff;border-radius:10px;padding:1.6rem 1.4rem;margin:2.2rem 0}\n.dm-cta h2{color:#fff;margin:0 0 .6rem}\n.dm-cta p{color:#efe9e3}\n.dm-cta a:not(.dm-btn){color:#f0b06a}\n.dm-cta .dm-btn{background:var(--o);border-color:var(--o)}\n.dm-cta .dm-btn-2{background:transparent;color:#fff!important;border-color:#fff}<\/p>\n<p>\/* ---------- AUTHOR ---------- *\/\n.dm-author{border:1px solid var(--line);border-left:4px solid var(--o);border-radius:0 8px 8px 0;background:var(--warm);padding:1.1rem 1.2rem;margin:2rem 0 0}\n.dm-author h2{margin-top:0;font-size:1.25rem}\n.dm-author p:last-child{margin-bottom:0}\n.dm-faq details{border:1px solid var(--line);border-radius:8px;margin:0 0 .6rem;background:#fff}\n.dm-faq summary{cursor:pointer;padding:.85rem 1rem;font-family:\"Oswald\",sans-serif;font-size:1.02rem;min-height:44px;list-style:none}\n.dm-faq summary::-webkit-details-marker{display:none}\n.dm-faq summary:hover{color:var(--o-d)}\n.dm-faq .dm-a{padding:0 1rem .3rem}\n.dm-back{font-size:.8rem;letter-spacing:.06em;text-transform:uppercase;font-family:\"Oswald\",sans-serif}<\/p>\n<p>@media(max-width:600px){\n .dm-guide{font-size:16px}\n .dm-guide h2{font-size:1.5rem}\n .dm-hero{padding:1.1rem 1rem}\n .dm-winner{padding:1rem}\n .dm-winner h3{font-size:1.3rem}\n .dm-body{padding:.9rem}\n .dm-tool h2{font-size:1.15rem;padding:.75rem .9rem}\n .dm-cta{padding:1.2rem 1rem}\n .dm-btn,.dm-btn-2{display:block;text-align:center;width:100%}\n}\n@media(prefers-reduced-motion:no-preference){.dm-guide{scroll-behavior:smooth}}\n<\/style>\n<div class=\"dm-hero\">\n<p class=\"dm-lede\">I compared <strong>20 AI visibility platforms<\/strong> across AI engine coverage, citation tracking, prompt intelligence, optimization recommendations, reporting, and price, so you can pick one this afternoon instead of demoing six of them.<\/p>\n<ul class=\"dm-meta\">\n<li>Updated <b>August 2026<\/b><\/li>\n<li><b>20<\/b> tools evaluated<\/li>\n<li><b>6<\/b> evaluation criteria<\/li>\n<li><b>3<\/b> genuinely free options<\/li>\n<\/ul>\n<div class=\"dm-winner\">\n<span class=\"dm-flag\">Our pick<\/span><\/p>\n<h2 class=\"dm-wh\">Best overall: <a href=\"#tool-1\">Semrush AI Visibility Tracking<\/a><\/h2>\n<p class=\"dm-why\">Semrush takes the top spot because it&#8217;s the only platform here that pairs the widest engine coverage with a serious prompt research database and a site audit that catches the technical blockers keeping you out of AI answers. If you already pay for Semrush, the add-on is $99 a month.<\/p>\n<ul class=\"dm-facts\">\n<li><b>Starting price<\/b>$99\/mo add-on<\/li>\n<li><b>AI engines<\/b>8 tracked<\/li>\n<li><b>Free trial<\/b>7 days<\/li>\n<li><b>Prompt database<\/b>213M+ prompts<\/li>\n<\/ul>\n<p style=\"margin:0 0 .9rem\"><strong>Three capabilities that decided it:<\/strong> citation and sentiment tracking with daily prompt updates, a prompt database you can filter by volume and intent, and an AI Site Audit that flags blocked LLM crawlers before you write another word.<\/p>\n<div class=\"dm-cta-row\"><a class=\"dm-btn\" href=\"#tool-1\">See why I picked it<\/a><a class=\"dm-btn-2\" href=\"#dm-compare\">Compare all 20<\/a><\/div>\n<\/div>\n<\/div>\n<nav class=\"dm-nav\" aria-label=\"Jump to a section\">\n<ul>\n<li><a href=\"#dm-picks\">Top picks<\/a><\/li>\n<li><a href=\"#dm-compare\">Compare tools<\/a><\/li>\n<li><a href=\"#dm-method\">How I ranked them<\/a><\/li>\n<li><a href=\"#dm-reviews\">Reviews<\/a><\/li>\n<li><a href=\"#dm-buying\">Buying guide<\/a><\/li>\n<li><a href=\"#dm-what\">What AI visibility is<\/a><\/li>\n<li><a href=\"#dm-improve\">How to improve yours<\/a><\/li>\n<li><a href=\"#dm-faq\">FAQ<\/a><\/li>\n<\/ul>\n<\/nav>\n<div class=\"dm-note\" id=\"dm-trust\">\n<h3>How I put this list together<\/h3>\n<p>I&#8217;m Lillian Pierson, and I run <a href=\"https:\/\/www.data-mania.com\/fractional-cmo-services\/\">Data-Mania<\/a> as a fractional CMO for B2B data and AI companies. AI search visibility is one of the four playbooks I run inside client engagements, so I track this category because my clients pay me to.<\/p>\n<p><strong>What this evaluation is:<\/strong> a structured comparison built from vendor documentation, published pricing pages, independent third-party reviews, and the platform research linked throughout each entry below. <strong>What it is not:<\/strong> a hands-on test of all 20 platforms. I haven&#8217;t run a paid account on every tool here, and I&#8217;m not going to tell you otherwise. Where a claim comes from a vendor, I&#8217;ve linked the vendor. Where it comes from a third party, I&#8217;ve linked them instead.<\/p>\n<p>The Semrush link in this article is an affiliate link. That doesn&#8217;t change the ranking, and you&#8217;ll find the full reasoning in <a href=\"#dm-method\">the methodology section<\/a> so you can disagree with me on the merits.<\/p>\n<\/div>\n<h2 id=\"dm-picks\">Best AI search visibility tools by use case<\/h2>\n<p>Most of you don&#8217;t need to evaluate all 20. Find your situation in the left column, then jump straight to that review.<\/p>\n<div class=\"dm-scroll\">\n<table class=\"dm-uc\">\n<thead>\n<tr>\n<th scope=\"col\">Use case<\/th>\n<th scope=\"col\">Winner<\/th>\n<th scope=\"col\">Why it wins<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Best overall<\/td>\n<td><a href=\"#tool-1\"><strong>Semrush AI Visibility Tracking<\/strong><\/a><\/td>\n<td>8 engines, a 213 million prompt database, and a working site audit, starting at $99 a month.<\/td>\n<\/tr>\n<tr>\n<td>Best for enterprise<\/td>\n<td><a href=\"#tool-2\"><strong>Profound AI<\/strong><\/a><\/td>\n<td>10+ engines, API and SSO access, and server-level tracking of how models crawl your content.<\/td>\n<\/tr>\n<tr>\n<td>Best for agencies<\/td>\n<td><a href=\"#tool-12\"><strong>Rankability<\/strong><\/a><\/td>\n<td>Multi-client AI citation gaps and content optimization inside one SEO platform.<\/td>\n<\/tr>\n<tr>\n<td>Best budget paid option<\/td>\n<td><a href=\"#tool-3\"><strong>Otterly.AI<\/strong><\/a><\/td>\n<td>$29 a month buys 6 engines, a 25-point GEO audit, and unlimited team members.<\/td>\n<\/tr>\n<tr>\n<td>Best free option<\/td>\n<td><a href=\"#tool-15\"><strong>Mangools AI Search Grader<\/strong><\/a><\/td>\n<td>A free account unlocks all 8 models plus a market-share-weighted 0 to 100 score.<\/td>\n<\/tr>\n<tr>\n<td>Best for SEO plus AI visibility<\/td>\n<td><a href=\"#tool-7\"><strong>SE Ranking AI Search Toolkit<\/strong><\/a><\/td>\n<td>The &#8220;No cited&#8221; report turns competitor citations into your next content brief.<\/td>\n<\/tr>\n<tr>\n<td>Best for content execution<\/td>\n<td><a href=\"#tool-8\"><strong>Writesonic<\/strong><\/a><\/td>\n<td>Spot the gap and publish the fix in the same session through WordPress or Cloudflare.<\/td>\n<\/tr>\n<tr>\n<td>Best for multi-location brands<\/td>\n<td><a href=\"#tool-19\"><strong>Birdeye<\/strong><\/a><\/td>\n<td>Cleans up the reviews and listings that AI systems read for local and service answers.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p class=\"dm-hint\">Every winner above is drawn from the detailed reviews further down, and each one links to the evidence behind the pick.<\/p>\n<section id=\"dm-compare\">\n<h2>Compare all 20 AI visibility tools<\/h2>\n<p>This is the decision table. Filter it down to your budget or your situation, then read the two or three reviews that survive.<\/p>\n<ul class=\"dm-filters\" role=\"group\" aria-label=\"Filter the comparison table\">\n<li><button type=\"button\" data-f=\"all\" aria-pressed=\"true\">All 20<\/button><\/li>\n<li><button type=\"button\" data-f=\"free\" aria-pressed=\"false\">Free<\/button><\/li>\n<li><button type=\"button\" data-f=\"under50\" aria-pressed=\"false\">Under $50<\/button><\/li>\n<li><button type=\"button\" data-f=\"under100\" aria-pressed=\"false\">Under $100<\/button><\/li>\n<li><button type=\"button\" data-f=\"enterprise\" aria-pressed=\"false\">Enterprise<\/button><\/li>\n<li><button type=\"button\" data-f=\"agencies\" aria-pressed=\"false\">Agencies<\/button><\/li>\n<li><button type=\"button\" data-f=\"seo\" aria-pressed=\"false\">SEO stack<\/button><\/li>\n<li><button type=\"button\" data-f=\"content\" aria-pressed=\"false\">Content optimization<\/button><\/li>\n<\/ul>\n<div class=\"dm-scroll\">\n<table>\n<thead>\n<tr>\n<th scope=\"col\">Tool<\/th>\n<th scope=\"col\">Best for<\/th>\n<th scope=\"col\">Starting price<\/th>\n<th scope=\"col\">Free plan or trial<\/th>\n<th scope=\"col\">AI engines<\/th>\n<th scope=\"col\">Citations<\/th>\n<th scope=\"col\">Prompt discovery<\/th>\n<th scope=\"col\">Recommendations<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr data-tags=\"paid under100 enterprise agencies seo content\" class=\"dm-top\">\n<td><span class=\"dm-rk\">1<\/span><a href=\"#tool-1\">Semrush<\/a><\/td>\n<td>SEO teams and agencies already running Semrush<\/td>\n<td><strong>$99\/mo add-on<\/strong><\/td>\n<td>7-day free trial<\/td>\n<td>8 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid under100 enterprise\" class=\"dm-top\">\n<td><span class=\"dm-rk\">2<\/span><a href=\"#tool-2\">Profound<\/a><\/td>\n<td>Enterprise teams with analysts in-house<\/td>\n<td><strong>$99\/mo<\/strong><\/td>\n<td>No free plan<\/td>\n<td>10+ engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid under50 under100 agencies content\" class=\"dm-top\">\n<td><span class=\"dm-rk\">3<\/span><a href=\"#tool-3\">Otterly.AI<\/a><\/td>\n<td>Agencies and small marketing teams<\/td>\n<td><strong>$29\/mo<\/strong><\/td>\n<td>No free plan<\/td>\n<td>6 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise agencies\">\n<td><span class=\"dm-rk\">4<\/span><a href=\"#tool-4\">Peec AI<\/a><\/td>\n<td>B2B SaaS teams who want share of voice, fast<\/td>\n<td><strong>$103\/mo<\/strong><\/td>\n<td>No free plan<\/td>\n<td>3 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td>Partial<\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise content\">\n<td><span class=\"dm-rk\">5<\/span><a href=\"#tool-5\">Scrunch AI<\/a><\/td>\n<td>Teams that need the fix, not just the diagnosis<\/td>\n<td><strong>$100\/mo<\/strong><\/td>\n<td>No free plan<\/td>\n<td>6 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid under100 agencies content\">\n<td><span class=\"dm-rk\">6<\/span><a href=\"#tool-6\">ZipTie<\/a><\/td>\n<td>Teams that need screenshot proof of what AI showed<\/td>\n<td><strong>$69\/mo<\/strong><\/td>\n<td>14-day free trial<\/td>\n<td>3 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise agencies seo\">\n<td><span class=\"dm-rk\">7<\/span><a href=\"#tool-7\">SE Ranking<\/a><\/td>\n<td>SEO teams running both traditional and AI search<\/td>\n<td><strong>$189\/mo<\/strong><\/td>\n<td>No free plan<\/td>\n<td>5 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid under100 content\">\n<td><span class=\"dm-rk\">8<\/span><a href=\"#tool-8\">Writesonic<\/a><\/td>\n<td>Teams that want tracking and content production together<\/td>\n<td><strong>$99\/mo<\/strong><\/td>\n<td>No free plan<\/td>\n<td>5 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"free paid under100 agencies\">\n<td><span class=\"dm-rk\">9<\/span><a href=\"#tool-9\">Knowatoa<\/a><\/td>\n<td>Agencies tracking brand attributes, not just mentions<\/td>\n<td><strong>$59\/mo<\/strong><\/td>\n<td>Free plan (10 questions, ChatGPT)<\/td>\n<td>7 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid under100 seo agencies\">\n<td><span class=\"dm-rk\">10<\/span><a href=\"#tool-10\">Morningscore<\/a><\/td>\n<td>SEO teams adding AI tracking without a second dashboard<\/td>\n<td><strong>$69\/mo<\/strong><\/td>\n<td>14-day free trial<\/td>\n<td>2 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td>Partial<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise seo\">\n<td><span class=\"dm-rk\">11<\/span><a href=\"#tool-11\">Ahrefs Brand Radar<\/a><\/td>\n<td>Ahrefs subscribers adding AI data to authority research<\/td>\n<td><strong>$199\/mo<\/strong><\/td>\n<td>No free plan<\/td>\n<td>6 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td>Partial<\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise agencies seo content\">\n<td><span class=\"dm-rk\">12<\/span><a href=\"#tool-12\">Rankability<\/a><\/td>\n<td>Agencies handling AI visibility and SEO in one platform<\/td>\n<td><strong>$149\/mo<\/strong><\/td>\n<td>No free plan<\/td>\n<td>4 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid under100 enterprise\">\n<td><span class=\"dm-rk\">13<\/span><a href=\"#tool-13\">Similarweb<\/a><\/td>\n<td>Enterprise teams pairing AI visibility with market intelligence<\/td>\n<td><strong>$99\/mo<\/strong><\/td>\n<td>7-day free trial<\/td>\n<td>6 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td>Partial<\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise seo content\">\n<td><span class=\"dm-rk\">14<\/span><a href=\"#tool-14\">BrightEdge<\/a><\/td>\n<td>Large organizations with governance and compliance needs<\/td>\n<td><strong>Custom<\/strong><\/td>\n<td>No free plan<\/td>\n<td>4 engines<\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"free under50 seo\">\n<td><span class=\"dm-rk\">15<\/span><a href=\"#tool-15\">Mangools<\/a><\/td>\n<td>A free multi-model baseline before you spend anything<\/td>\n<td><strong>Free<\/strong><\/td>\n<td>Free (all 8 models on a free account)<\/td>\n<td>8 models<\/td>\n<td>Partial<\/td>\n<td>Partial<\/td>\n<td>Partial<\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise\">\n<td><span class=\"dm-rk\">16<\/span><a href=\"#tool-16\">Gauge<\/a><\/td>\n<td>A first look at where you stand against competitors<\/td>\n<td><strong>Custom<\/strong><\/td>\n<td>No free plan<\/td>\n<td>3 engines<\/td>\n<td>Partial<\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise\">\n<td><span class=\"dm-rk\">17<\/span><a href=\"#tool-17\">Visby AI<\/a><\/td>\n<td>Startups that want basic mention tracking, cheaply<\/td>\n<td><strong>Custom<\/strong><\/td>\n<td>No free plan<\/td>\n<td>3 engines<\/td>\n<td>Partial<\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise\">\n<td><span class=\"dm-rk\">18<\/span><a href=\"#tool-18\">Goodie<\/a><\/td>\n<td>Brands where Microsoft Bing Copilot drives real traffic<\/td>\n<td><strong>Custom<\/strong><\/td>\n<td>No free plan<\/td>\n<td>1 engine<\/td>\n<td>Partial<\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<td><span class=\"dm-y\">Yes<\/span><\/td>\n<\/tr>\n<tr data-tags=\"paid enterprise local\">\n<td><span class=\"dm-rk\">19<\/span><a href=\"#tool-19\">Birdeye<\/a><\/td>\n<td>Multi-location businesses managing reputation signals<\/td>\n<td><strong>Custom<\/strong><\/td>\n<td>No free plan<\/td>\n<td>Indirect<\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<td>Partial<\/td>\n<\/tr>\n<tr data-tags=\"free under50\">\n<td><span class=\"dm-rk\">20<\/span><a href=\"#tool-20\">Adamigo<\/a><\/td>\n<td>A 60-second free snapshot and nothing more<\/td>\n<td><strong>Free<\/strong><\/td>\n<td>Free<\/td>\n<td>Not documented<\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<td><span class=\"dm-n\">No<\/span><\/td>\n<td>Partial<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p class=\"dm-empty\" hidden>No tools match that filter. Pick another one above.<\/p>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/undefined\/6981beed0bb6b48a410dab24-1770191596542.jpg\" alt=\"AI search visibility tools compared for 2026 by features, pricing and AI engine coverage\" decoding=\"async\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><figcaption><b>Why this matters:<\/b> The spread across the price column is the real story. Useful AI visibility tracking now starts at free and tops out in enterprise custom pricing, so the question is which tier of capability your situation actually requires.<\/figcaption><\/figure>\n<p class=\"dm-hint\">Scroll the table sideways on a phone. The tool column stays put. Every price is the published entry price at the time of this update, and the tier that price actually buys you is spelled out inside each review.<\/p>\n<\/section>\n<h2 id=\"dm-method\">How I ranked the tools<\/h2>\n<p>You should be able to see why #1 sits above #2, so I&#8217;ll walk you through the whole logic.<\/p>\n<p>I didn&#8217;t score these numerically, and I want to be direct about why. Producing a 9.4 out of 10 would imply a precision that desk research can&#8217;t support. What I did instead was evaluate every platform against six criteria and mark each one <strong>Strong<\/strong>, <strong>Partial<\/strong>, or <strong>Not offered<\/strong> based on what the vendor documents and what independent reviewers confirm. Those marks appear on every review card below.<\/p>\n<h3>The six criteria<\/h3>\n<ul class=\"dm-crit\">\n<li><b>AI engine coverage<\/b><span>How many AI engines the tool tracks, and whether the wider coverage sits behind an enterprise tier.<\/span><\/li>\n<li><b>Citation intelligence<\/b><span>Whether it separates bare mentions from clickable citations, names the source URLs, and reads sentiment.<\/span><\/li>\n<li><b>Prompt discovery<\/b><span>Whether it finds the questions your buyers ask and shows you where competitors get named instead of you.<\/span><\/li>\n<li><b>Optimization recommendations<\/b><span>Whether it tells you what to fix, or only what&#8217;s wrong.<\/span><\/li>\n<li><b>Reporting and team fit<\/b><span>Update cadence, seat limits, exports, white-labeling, and whether a non-specialist can read the dashboard.<\/span><\/li>\n<li><b>Price transparency and value<\/b><span>Whether pricing is published, what the entry tier really includes, and what you get for the money.<\/span><\/li>\n<\/ul>\n<h3>How the criteria break ties<\/h3>\n<p>The criteria are not equally weighted, and the order matters. <strong>Engine coverage and citation intelligence come first<\/strong>, because a tool that can&#8217;t see the engines your buyers use, or can&#8217;t tell a bare mention from a clickable citation, is measuring the wrong thing no matter how good the interface is.<\/p>\n<p><strong>Prompt discovery and optimization recommendations come next<\/strong>, because those two decide whether you leave the dashboard with a task list or with a feeling. Reporting and value break the remaining ties.<\/p>\n<p>Semrush ranks above Profound on exactly that logic. Both are Strong on coverage and citations. Semrush publishes a real entry price that gets you four engines, and Profound&#8217;s $99 tier tracks ChatGPT alone, so multi-engine coverage there actually starts at $399. Profound goes deeper once you&#8217;re inside it, and that depth is why it wins the enterprise slot rather than the overall one.<\/p>\n<div class=\"dm-note\">\n<p><strong>On the tools ranked 16 through 20:<\/strong> Gauge, Visby, Goodie, Birdeye, and Adamigo sit at the bottom because each one covers a narrow slice of the job. That isn&#8217;t a quality judgment. Birdeye is excellent at reputation management and doesn&#8217;t track AI citations at all, and Goodie goes deep on one engine on purpose. They rank low as general AI visibility platforms and rank high for the specific person who needs exactly what they do.<\/p>\n<\/div>\n<h2 id=\"dm-reviews\">The 20 best AI search visibility tools, ranked<\/h2>\n<p>Every review opens with a summary card you can read in about 15 seconds. The full analysis sits behind the &#8220;Read the full analysis&#8221; toggle underneath it, so you only open the detail for the tools that made your shortlist.<\/p>\n<div class=\"dm-tool dm-hi\" id=\"tool-1\">\n<h2><span>Rank #1<\/span> <a href=\"https:\/\/semrush.sjv.io\/c\/2216397\/3367878\/13053\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Semrush AI Visibility Tracking<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: SEO teams and agencies already running Semrush<\/p>\n<p class=\"dm-verdict\">Semrush wins the top spot because it&#8217;s the only platform on this list that pairs the widest engine coverage with a 213 million prompt research database and a working site audit, and it starts at $99 a month as an add-on to a subscription most SEO teams already pay for.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-s\">Price transparency and value: Strong<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$99\/mo add-on<\/li>\n<li><b>Free plan or trial<\/b>7-day free trial<\/li>\n<li><b>AI engines<\/b>ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, Microsoft Copilot, Grok, DeepSeek<\/li>\n<li><b>Citation tracking<\/b>Cited URLs, mention frequency, and sentiment, with weekly updates and daily prompt tracking<\/li>\n<li><b>Prompt tracking<\/b>Prompt Research across 213M+ prompts, filterable by volume, difficulty, and intent<\/li>\n<li><b>Recommendations<\/b>AI Site Audit for blocked crawlers, plus schema and URL-slug recommendations<\/li>\n<li><b>Primary user<\/b>In-house SEO teams and agencies<\/li>\n<li><b>What the price note means<\/b>or $199\/mo via One Starter (50 prompts)<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Broadest engine coverage on this list, spanning 8 platforms across 140+ countries and 17 languages<\/li>\n<li>A prompt database of 213 million queries, including 90 million US prompts and 29 million ChatGPT-specific ones<\/li>\n<li>The AI Site Audit catches the boring blockers that keep you invisible, like a robots.txt file that shuts out LLM crawlers<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>The add-on only makes financial sense when you already pay for Semrush<\/li>\n<li>The full multi-engine picture sits behind the enterprise AIO tier, which is custom-priced<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You already run Semrush and you want AI citations sitting in the same dashboard as your rankings.<\/p>\n<p><b>Skip this if:<\/b> You don&#8217;t have a Semrush subscription and you only care about one AI engine.<\/p>\n<\/div>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Semrush<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Semrush tracks your brand across ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, Microsoft Copilot, Grok, and DeepSeek. The Visibility Toolkit covers the four core engines, which are ChatGPT, Perplexity, Gemini, and Google AI Overviews. The enterprise AIO tier opens up the rest and adds real-time competitor benchmarking.<\/p>\n<p>Coverage spans <strong>140+ countries and 17 languages<\/strong>, so this is one of the few options here that holds up if you sell outside a single English-speaking market.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>You get the cited URLs, how often your brand shows up, and whether the sentiment around it reads positive, neutral, or negative. Updates land weekly, and prompt tracking runs daily, so a visibility drop surfaces fast enough that you can act on it in the same week.<\/p>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>Prompt Research taps a database of more than <strong>213 million prompts<\/strong>, including 90 million US-based queries and 29 million that are specific to ChatGPT. You can filter by search volume, difficulty, and intent to isolate the questions that are worth winning. <strong>88.1% of those queries are informational<\/strong>, which tells you where to aim your content.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>The AI Site Audit flags configuration problems that quietly keep you out of AI answers, like blocked LLM crawlers in your robots.txt or a missing llms.txt file. The content optimizer suggests schema types such as Organization, Article, and BreadcrumbList, and it recommends URL slugs in the 17 to 40 character range.<\/p>\n<p>Sentiment analysis then points you at the narratives that need work.<\/p>\n<h3>Pricing<\/h3>\n<p>Semrush runs a 7-day free trial. After that, the AI Visibility Toolkit starts at <strong>$99 a month as an add-on<\/strong>, or <strong>$199 a month<\/strong> through the Semrush One Starter plan with 50 tracked prompts. Pro+ runs $299 a month and Advanced runs $549 a month, which adds API access and more tracked prompts. Enterprise AIO pricing is custom.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/www.semrush.com\/blog\/best-ai-visibility-tools\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.semrush.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool dm-hi\" id=\"tool-2\">\n<h2><span>Rank #2<\/span> <a href=\"https:\/\/www.tryprofound.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Profound AI<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Enterprise teams with analysts in-house<\/p>\n<p class=\"dm-verdict\">Profound goes deeper than anything else here, tracking how large language models crawl and reuse your content at the server level, and that depth is exactly why it&#8217;s the wrong buy for a team without an analyst to interpret it.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$99\/mo<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, Microsoft Copilot, Grok, Meta AI, DeepSeek<\/li>\n<li><b>Citation tracking<\/b>Daily mentions, citation frequency, sentiment, plus server-level crawler tracking and historical replay<\/li>\n<li><b>Prompt tracking<\/b>Conversion Explorer surfaces hidden prompt themes and simulates buyer journeys<\/li>\n<li><b>Recommendations<\/b>Six optimized articles a month on Growth, plus CSV, JSON, and API export<\/li>\n<li><b>Primary user<\/b>Enterprise analysts and BI teams<\/li>\n<li><b>What the price note means<\/b>Starter tracks ChatGPT only; Growth is $399\/mo<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Agent Analytics tracks which pages AI crawlers hit and how models reuse your content at the server level<\/li>\n<li>Historical replay lets you review past data instead of only watching the present<\/li>\n<li>It connects to Akamai, AWS, Cloudflare, GA4, and Vercel, so the data reaches the rest of your stack<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>The $99 Starter plan tracks ChatGPT and nothing else, so real multi-engine coverage begins at $399 a month<\/li>\n<li>Reading the raw data and building the reports takes technical skill you have to already have on staff<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You have an analyst or a BI team who will build custom reports off raw AI visibility data.<\/p>\n<p><b>Skip this if:<\/b> You&#8217;re a mid-market team without in-house analysts, because the interpretation work lands on you.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/550200b912c4e23f580f626d66ff0fbd.jpg\" alt=\"Profound AI dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> Profound&#8217;s Agent Analytics view is the reason enterprise teams pick it: you&#8217;re looking at crawler-level activity, not just a mention count, which is what lets you tie AI visibility back to specific pages.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Profound<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Coverage is tiered, and the tiers matter more here than anywhere else on this list:<\/p>\n<ul>\n<li><strong>Starter ($99\/month):<\/strong> tracks ChatGPT only.<\/li>\n<li><strong>Growth ($399\/month):<\/strong> adds Perplexity and Google AI Overviews.<\/li>\n<li><strong>Enterprise (custom):<\/strong> expands to more than 10 platforms, including Gemini, Claude, Microsoft Copilot, Grok, and DeepSeek.<\/li>\n<\/ul>\n<p>Enterprise users also get product visibility monitoring inside the ChatGPT Shopping ecosystem.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>Profound delivers daily updates on brand mentions, citation frequency, and sentiment through Agent Analytics. The feature identifies the specific pages that AI crawlers reference, and it tracks how large language models reuse your site content at the server level. A historical replay feature lets you go back through past data for trend analysis.<\/p>\n<blockquote>\n<p>&#8220;Profound is designed for analyst-driven teams that need high-frequency monitoring and prefer building their own reports.&#8221;<\/p>\n<p><cite>Margarita Loktionova, Semrush<\/cite><\/p><\/blockquote>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>Conversion Explorer analyzes brand perception across large numbers of prompts and surfaces the prompt themes you&#8217;d otherwise never see. It pulls topic suggestions straight from your website to pinpoint high-value audience questions. Profound also simulates buyer journeys, so you can see how AI models walk a prospect through the stages of your funnel.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>Growth subscribers get six optimized articles generated per month. The platform integrates with Akamai, AWS, Cloudflare, GA4, and Vercel, which enables faster indexing and flexible export through CSV, JSON, or the API.<\/p>\n<h3>Pricing<\/h3>\n<table>\n<thead>\n<tr>\n<th>Plan<\/th>\n<th>Price<\/th>\n<th>Engines<\/th>\n<th>Prompts<\/th>\n<th>Key features<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Starter<\/td>\n<td>$99\/mo<\/td>\n<td>ChatGPT only<\/td>\n<td>50<\/td>\n<td>All-time history<\/td>\n<\/tr>\n<tr>\n<td>Growth<\/td>\n<td>$399\/mo<\/td>\n<td>ChatGPT, Perplexity, AI Overviews<\/td>\n<td>100<\/td>\n<td>CSV\/JSON exports, 6 articles\/mo<\/td>\n<\/tr>\n<tr>\n<td>Enterprise<\/td>\n<td>Custom<\/td>\n<td>10+ engines<\/td>\n<td>Custom<\/td>\n<td>API access, SSO\/SAML, ChatGPT Shopping<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Profound raised a <strong>$35 million Series B<\/strong> led by <a href=\"https:\/\/www.kleinerperkins.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Kleiner Perkins<\/a> and Sequoia in 2024, which is a reasonable signal that the platform will still exist next year.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/www.rankability.com\/blog\/best-ai-search-visibility-tracking-tools\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.rankability.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool dm-hi\" id=\"tool-3\">\n<h2><span>Rank #3<\/span> <a href=\"https:\/\/otterly.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Otterly.AI<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Agencies and small marketing teams<\/p>\n<p class=\"dm-verdict\">Otterly gives you six engines, a 25-point technical audit, and unlimited team members for $29 a month, which makes it the cheapest honest entry point into AI visibility tracking that I can point you at.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-p\">Reporting and team fit: Partial<\/li>\n<li class=\"dm-s\">Price transparency and value: Strong<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$29\/mo<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Google AI Overviews, Perplexity, Google AI Mode, Gemini, Microsoft Copilot<\/li>\n<li><b>Citation tracking<\/b>Separates brand mentions from link citations, with share of voice against competitors<\/li>\n<li><b>Prompt tracking<\/b>Converts SEO keywords into the natural-language questions people actually ask<\/li>\n<li><b>Recommendations<\/b>Deep GEO Audit across 25+ technical and content elements<\/li>\n<li><b>Primary user<\/b>Agencies, freelancers, and small in-house teams<\/li>\n<li><b>What the price note means<\/b>Lite plan, 15 tracked prompts<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Unlimited team members on every plan, including the $29 Lite tier, which is unusual at this price<\/li>\n<li>The Deep GEO Audit checks 25+ elements including schema markup, robots.txt, page speed, and llms.txt<\/li>\n<li>White-label reporting on the Premium plan, which is what makes it work for client delivery<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>Data refreshes weekly rather than daily, so it won&#8217;t suit teams that need to watch a launch in real time<\/li>\n<li>Some users find the interface busy because the data spreads across a lot of separate charts<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You&#8217;re an agency or a small team that wants real multi-engine coverage without a four-figure commitment.<\/p>\n<p><b>Skip this if:<\/b> You need daily data refreshes, because Otterly updates weekly.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/0187cebefba1d6ee922125cc5ffb322a.jpg\" alt=\"Otterly.AI dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> Notice the split between mentions and citations in Otterly&#8217;s dashboard. A mention builds awareness, and a citation sends traffic, so a tool that blurs the two will make your reporting look better than your results are.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Otterly.AI<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Otterly tracks six major platforms: ChatGPT, Google AI Overviews, Perplexity, Google AI Mode, Gemini, and Microsoft Copilot. It uses API-based web scraping through Firecrawl.dev to see how each engine retrieves and presents data.<\/p>\n<p>The citation behavior across those engines varies more than most people realize. <strong>Perplexity cites its sources 97% of the time, Google AI Overviews 34%, and ChatGPT only 16%.<\/strong> If you&#8217;re chasing clickable citations rather than bare mentions, that spread should shape where you spend your effort.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>Otterly separates brand mentions from link citations, so you get a clear read on your share of voice against competitors. It also tracks how your brand is positioned inside the answer, not just whether it appeared.<\/p>\n<blockquote>\n<p>&#8220;The citation and prompt tracking has been perfect for our SME clients, and the dashboards help to provide actionable <a href=\"https:\/\/www.data-mania.com\/blog\/powerful-strategies-improve-brand-visibility-ai-search-engines\/\">content and PR strategies<\/a> we can implement with clients.&#8221;<\/p>\n<p><cite>Michael Farr, Founder, MFF Marketing<\/cite><\/p><\/blockquote>\n<p>Otterly reports that brands using the platform show up three times more often in &#8220;best of&#8221; AI responses, and that 95% of users get measurable insights inside their first month.<\/p>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>Otterly turns your SEO keywords into natural language queries. It takes something like &#8220;project management software&#8221; and converts it into &#8220;What is the best project management tool for remote teams?&#8221;, which is far closer to how people actually talk to a chatbot.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>The Deep GEO Audit evaluates more than 25 technical and content elements, including schema markup, page structure, multilingual content, robots.txt configuration, and page speed. It also checks your llms.txt setup so AI crawlers can find you.<\/p>\n<h3>Pricing<\/h3>\n<table>\n<thead>\n<tr>\n<th>Plan<\/th>\n<th>Price<\/th>\n<th>Tracked prompts<\/th>\n<th>Key features<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Lite<\/td>\n<td>$29\/mo<\/td>\n<td>15<\/td>\n<td>Core 4 engines, GEO Audit, unlimited team members<\/td>\n<\/tr>\n<tr>\n<td>Standard<\/td>\n<td>$189\/mo<\/td>\n<td>100<\/td>\n<td>All features, weekly data refresh<\/td>\n<\/tr>\n<tr>\n<td>Premium<\/td>\n<td>$489\/mo<\/td>\n<td>400<\/td>\n<td>Enterprise monitoring, white-label reporting<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Otterly is used by more than <strong>20,000 marketing professionals<\/strong> worldwide.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/otterly.ai\/agencies-ai-search-monitoring\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">otterly.ai<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-4\">\n<h2><span>Rank #4<\/span> <a href=\"https:\/\/peec.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Peec AI<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: B2B SaaS teams who want share of voice, fast<\/p>\n<p class=\"dm-verdict\">Peec is the cleanest dashboard on this list and the fastest to set up, and it deliberately leaves technical SEO alone, so you&#8217;ll need a second tool if schema and indexation are part of the problem.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-p\">AI engine coverage: Partial<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-p\">Optimization recommendations: Partial<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$103\/mo<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Perplexity, Google AI Overviews (Gemini, Claude, AI Mode, DeepSeek, Grok on Enterprise)<\/li>\n<li><b>Citation tracking<\/b>Mentions separated from citations with source URLs, sentiment, and share of voice<\/li>\n<li><b>Prompt tracking<\/b>Auto-generated prompt suggestions plus Prompt Association Mapping<\/li>\n<li><b>Recommendations<\/b>Strategic visibility insights and alerts, no built-in technical audit<\/li>\n<li><b>Primary user<\/b>B2B SaaS marketing teams and agencies<\/li>\n<li><b>What the price note means<\/b>Starter, 25 prompts, ~2,250 AI answers a month<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Unlimited seats on every tier, which keeps the cost flat as your team grows<\/li>\n<li>Prompt Association Mapping shows you which questions AI engines tie most closely to your brand<\/li>\n<li>A Looker Studio connector and Pitch Workspaces make client and stakeholder reporting straightforward<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>No built-in technical audit, so schema, page structure, and indexation issues stay invisible here<\/li>\n<li>The Starter plan covers three engines, and the wider coverage sits on Enterprise at $580+ a month<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You want share of voice and sentiment in a dashboard your CEO can read without a walkthrough.<\/p>\n<p><b>Skip this if:<\/b> Your visibility problem is technical, because Peec won&#8217;t diagnose schema or indexation for you.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/fbf6a41ca4836f6c4eb318b8ae9f4c15.jpg\" alt=\"Peec AI dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> This is what share of voice looks like when it&#8217;s done well. You&#8217;re comparing your citation rate against named competitors on the same prompts, which is the number to take into a board meeting.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Peec AI<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>The Starter and Pro plans cover ChatGPT, Perplexity, and Google AI Overviews. Enterprise users can extend into Gemini, Claude, Google AI Mode, DeepSeek, and Grok for an additional cost. Smaller teams can start on the essential engines and scale up as the budget allows.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>Peec separates mentions from citations by giving you the source URLs, tracks sentiment, and compares your share of voice against your competitors. The platform analyzes between 2,250 and more than 27,000 AI responses per month depending on your tier.<\/p>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>Peec generates prompt suggestions from your website content and your industry. Prompt Association Mapping then highlights the questions that AI engines most closely link to your brand. Real-time alerts fire when your visibility shifts suddenly, which earns its keep during a product launch or a campaign.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>Peec leans strategic rather than technical. You get visibility insights and alerts, and the technical SEO work stays with you. The Looker Studio connector lets you build custom dashboards, and Pitch Workspaces exist for sharing competitive visibility reports with clients or execs.<\/p>\n<h3>Pricing<\/h3>\n<table>\n<thead>\n<tr>\n<th>Plan<\/th>\n<th>Price<\/th>\n<th>Prompts<\/th>\n<th>AI answers analyzed<\/th>\n<th>Key features<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Starter<\/td>\n<td>$103\/mo<\/td>\n<td>25<\/td>\n<td>~2,250\/mo<\/td>\n<td>ChatGPT, Perplexity, AI Overviews; daily updates<\/td>\n<\/tr>\n<tr>\n<td>Pro<\/td>\n<td>$230\/mo<\/td>\n<td>100<\/td>\n<td>~9,000\/mo<\/td>\n<td>Adds Slack support<\/td>\n<\/tr>\n<tr>\n<td>Enterprise<\/td>\n<td>$580+\/mo<\/td>\n<td>300+<\/td>\n<td>27,000+\/mo<\/td>\n<td>Dedicated account manager, SSO, extended engines<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Peec has raised $1.9 million to date.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/visible.seranking.com\/blog\/best-ai-visibility-tools\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">visible.seranking.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-5\">\n<h2><span>Rank #5<\/span> <a href=\"https:\/\/scrunch.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Scrunch AI<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Teams that need the fix, not just the diagnosis<\/p>\n<p class=\"dm-verdict\">Scrunch is the strongest option here for actually changing your outcome rather than measuring it, because the Agent Experience Platform serves AI crawlers a clean version of your site without asking your engineers for anything.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-p\">Reporting and team fit: Partial<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$100\/mo<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Gemini, Perplexity, Meta AI (Llama), Claude, plus Google AI Overviews in beta<\/li>\n<li><b>Citation tracking<\/b>Presence and Position metrics, plus a map of which sources feed the answer<\/li>\n<li><b>Prompt tracking<\/b>1,000 auto-tracked industry prompts and a Missed Content Opportunity report<\/li>\n<li><b>Recommendations<\/b>Per-URL content quality audit plus a CDN-level bot-friendly site layer<\/li>\n<li><b>Primary user<\/b>Marketing teams with a technical site problem<\/li>\n<li><b>What the price note means<\/b>Explorer covers ChatGPT only; custom prompts start at $300\/mo<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>The Agent Experience Platform builds a lightweight, crawler-friendly version of your site at the CDN level, which solves the JavaScript problem for single-page applications without engineering time<\/li>\n<li>Position tracking tells you whether you&#8217;re the first recommendation or the tenth bullet, and those are not the same result<\/li>\n<li>The competitive presence dashboard lists the exact prompts where competitors are cited and you aren&#8217;t<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>The $100 Explorer plan covers ChatGPT alone, and all eight engines require the $500 Growth plan<\/li>\n<li>Custom prompt tracking starts on the $300 Starter plan, and each engine consumes a credit per prompt<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> Your site is JavaScript-heavy and you suspect AI crawlers can&#8217;t read it properly.<\/p>\n<p><b>Skip this if:<\/b> Your budget stops below $300 a month, because custom prompt tracking begins there.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/6e72f2fe11a4ea509cf3c84df7301461.jpg\" alt=\"Scrunch AI dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> Scrunch maps what it calls the supply chain of information. Watch whether the answer pulls from your site, a competitor, or a third-party review page, because that tells you whether this is a content problem or a public relations problem.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Scrunch AI<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Scrunch tracks ChatGPT, Gemini, Perplexity, Meta AI (Llama), and Claude, with beta support for Google AI Overviews. The Explorer plan at $100 a month covers ChatGPT only. All eight engines require the Growth plan at $500 a month or the Enterprise tier.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>Scrunch maps the supply chain of information, showing whether an AI answer pulls from your website, your competitors, or third-party sources like news outlets. It tracks two metrics that are worth separating:<\/p>\n<ul>\n<li><strong>Presence:<\/strong> whether your brand gets mentioned at all.<\/li>\n<li><strong>Position:<\/strong> how prominently it appears, because a mention buried as the tenth bullet point is close to invisible.<\/li>\n<\/ul>\n<blockquote>\n<p>&#8220;Scrunch AI showed us exactly what AI was seeing, and what we were missing. It was like flipping on a light switch. Within weeks, we went from invisible to cited right alongside the biggest players in the space.&#8221;<\/p>\n<p><cite>Danilo Vaccalluzzo, Digital Marketing Manager<\/cite><\/p><\/blockquote>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>Scrunch analyzes your brand, suggests prompts, and automatically tracks 1,000 industry-specific prompts. The Starter plan at $300 a month includes 350 custom prompts, and one credit gets consumed per engine per prompt, so tracking a single prompt across five engines costs five credits.<\/p>\n<p>The Missed Content Opportunity feature flags the places where AI found no relevant content from your brand and tells you what to do about it, whether that means updating an FAQ or adding a case study.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>The site audit tool evaluates individual URLs for content quality and hands you a checklist covering headings, content gaps, and semantic relevance.<\/p>\n<p>The Agent Experience Platform is the piece worth paying attention to. It creates a lightweight, bot-friendly version of your site at the CDN level, which sidesteps the JavaScript-heavy layouts that block AI crawlers. If you&#8217;re running a single-page application, that solves a real problem without pulling an engineer off your roadmap.<\/p>\n<p>Scrunch also integrates with Google Analytics to track visits from crawlers like GPTBot, and its competitive presence dashboard shows the prompts where competitors get cited and you don&#8217;t.<\/p>\n<h3>Who&#8217;s using it<\/h3>\n<p>Scrunch supports more than 500 companies, including Lenovo, Crunchbase, and Penn State University.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/getmint.ai\/resources\/scrunch-ai-review\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">getmint.ai<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-6\">\n<h2><span>Rank #6<\/span> <a href=\"https:\/\/ziptie.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">ZipTie<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Teams that need screenshot proof of what AI showed<\/p>\n<p class=\"dm-verdict\">ZipTie reads the user-facing results instead of the API, which is why it surfaces up to 17 times more AI Overviews than a standard SEO tool, and the full response screenshots make it the easiest tool here to prove a point to a skeptical stakeholder.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-p\">AI engine coverage: Partial<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-s\">Price transparency and value: Strong<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$69\/mo<\/li>\n<li><b>Free plan or trial<\/b>14-day free trial<\/li>\n<li><b>AI engines<\/b>Google AI Overviews, ChatGPT, Perplexity<\/li>\n<li><b>Citation tracking<\/b>Brand mentions separated from citations, with full response screenshots per query<\/li>\n<li><b>Prompt tracking<\/b>AI Prompt Generation Assistant from URLs, Search Console, or custom lists<\/li>\n<li><b>Recommendations<\/b>Content Optimization module that models the structure of cited content<\/li>\n<li><b>Primary user<\/b>In-house marketers and lean agencies<\/li>\n<li><b>What the price note means<\/b>500 checks, unlimited seats<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Tracking user-facing results rather than the API uncovers up to 17 times more AI Overviews than standard SEO tools<\/li>\n<li>Full response screenshots for every query, which settles arguments about what an AI engine actually said<\/li>\n<li>The AI Success Score ranks queries by mention frequency, citation presence, and sentiment so you know what to work on first<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>Coverage stops at three engines, so Gemini, Claude, and Copilot go untracked<\/li>\n<li>It doesn&#8217;t handle traditional SEO metrics like backlink analysis or organic keyword rankings<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You need documented evidence of your AI visibility, and a 14-day trial to prove the case internally.<\/p>\n<p><b>Skip this if:<\/b> You want one platform for both traditional SEO and AI visibility, because ZipTie only does the second half.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/f9f9d504521fb7f313e1f3d087c2f1b9.jpg\" alt=\"ZipTie dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> The screenshot archive is the point here. When you&#8217;re arguing for budget, a dated capture of a competitor being recommended in your category does more work than a line chart.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of ZipTie<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>ZipTie tracks Google AI Overviews, ChatGPT, and Perplexity. It doesn&#8217;t limit itself to API data. Instead it tracks user-facing results to capture what a real customer sees, including live citations and sentiment trends. That method uncovers <strong>up to 17 times more AI Overviews<\/strong> than standard SEO tools, across 14+ countries including the US, UK, Canada, Australia, India, and Brazil.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>ZipTie separates Brand Mentions, where you&#8217;re referenced without a link, from Citations, which are clickable references to your site. For every query it captures a full response screenshot and tracks the cited domains, so you can watch mention frequency and sentiment shift over time.<\/p>\n<blockquote>\n<p>&#8220;ZipTie has become my go-to tool to monitor my sites, clients, and competitors&#8217; inclusion in AI Overviews, effectively assess the impact over traffic, and identify the best way to optimize for them.&#8221;<\/p>\n<p><cite>Lily Ray, SEO Expert<\/cite><\/p><\/blockquote>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>The AI Prompt Generation Assistant converts traditional SEO keywords into conversational prompts. You can generate them from URLs, a Google Search Console integration, or your own custom lists. The platform then calculates an AI Success Score for each query, factoring in mention frequency, citation presence, and sentiment, which gives you a priority order.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>The Content Optimization module analyzes the structural and semantic patterns in content that already gets cited. If competitors&#8217; cited pages consistently use comparison tables, ZipTie tells you to add a pricing matrix or a comparison table of your own.<\/p>\n<h3>Pricing<\/h3>\n<p>ZipTie starts at <strong>$69 a month for 500 checks<\/strong> with unlimited seats, and there&#8217;s a 14-day free trial.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/ziptie.dev\/blog\/best-tools-for-tracking-brand-visibility-in-ai-search\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">ziptie.dev<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-7\">\n<h2><span>Rank #7<\/span> <a href=\"https:\/\/seranking.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">SE Ranking AI Search Toolkit<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: SEO teams running both traditional and AI search<\/p>\n<p class=\"dm-verdict\">SE Ranking&#8217;s &#8220;No cited&#8221; report is the single most useful screen on this list for a team with a content calendar, because it hands you the exact prompts where your competitors get named and you don&#8217;t.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$189\/mo<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini<\/li>\n<li><b>Citation tracking<\/b>All brand mentions plus the source URLs driving them, with weekly sentiment scores<\/li>\n<li><b>Prompt tracking<\/b>Suggested prompts, localized topic suggestions, and the AIO Research Tool<\/li>\n<li><b>Recommendations<\/b>Website Audit for AI indexing blockers, aligned with traditional SEO fixes<\/li>\n<li><b>Primary user<\/b>SEO teams and multi-brand marketers<\/li>\n<li><b>What the price note means<\/b>SE Visible, 450 prompts, 5 brands<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>The &#8220;No cited&#8221; report isolates prompts where competitors appear and your brand is absent, which is a content brief you don&#8217;t have to write<\/li>\n<li>It processes over 100 million AI answers a month and captures cached snapshots of the real interface<\/li>\n<li>Unlimited users and daily prompt updates on every plan<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>The entry plan at $189 a month is priced for teams managing several brands, not for a single site<\/li>\n<li>Updates run daily at most, so it won&#8217;t suit anyone who needs faster than that<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You already do traditional SEO and you want AI visibility running on the same content calendar.<\/p>\n<p><b>Skip this if:<\/b> You manage one brand and one engine, because the pricing assumes you&#8217;re managing several.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/bee89fbc9b937e4405f977af4752c9c3.jpg\" alt=\"SE Ranking AI Search Toolkit dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> The &#8220;No cited&#8221; view is the one to look at. Every row is a prompt where a competitor got recommended and you didn&#8217;t, which converts directly into next quarter&#8217;s content plan.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of SE Ranking<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>SE Ranking&#8217;s AI Search Toolkit monitors brand mentions across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, and Gemini. It processes <strong>over 100 million AI answers each month<\/strong> to track how brands surface in conversational search.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>The toolkit identifies every brand mention and pinpoints the source URLs driving your visibility. Its &#8220;No cited&#8221; report highlights the prompts where competitors get mentioned and your brand doesn&#8217;t, and weekly sentiment scores let you watch perception shift over time.<\/p>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>SE Ranking generates suggested prompts from your site&#8217;s content and offers localized topic suggestions that match native-language search behavior. The AIO Research Tool lets you filter by keyword group to find the niches where you can realistically win.<\/p>\n<p>The platform also captures cached snapshots of AI results through real-time interface scraping, so you can verify exactly how your brand appeared, which is especially useful for watching Google&#8217;s AI Mode.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>SE Ranking lines its recommendations up with traditional SEO work rather than treating AI visibility as a separate discipline.<\/p>\n<blockquote>\n<p>&#8220;GEO does not replace SEO. It builds on it.&#8221;<\/p>\n<p><cite>Eric Waterschoot, AI and SEO Strategist, SE Ranking<\/cite><\/p><\/blockquote>\n<p>The Website Audit tool identifies technical issues that block AI indexing. Two findings from SE Ranking&#8217;s research are worth building into your plan: sites with <strong>over 32,000 referring domains are 3.5 times more likely to be cited by ChatGPT<\/strong> than sites with fewer than 200, and ChatGPT tends to favor articles over 2,900 words while AI Mode prefers content over 2,300 words.<\/p>\n<h3>Pricing<\/h3>\n<p>SE Visible plans start at <strong>$189 a month<\/strong> for 450 prompts across 5 brands, then $355 a month for 1,000 prompts across 10 brands, and $519 a month for 1,500 prompts across 15 brands. All plans include unlimited users and daily prompt updates.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/visible.seranking.com\/blog\/best-ai-visibility-tools\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">visible.seranking.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-8\">\n<h2><span>Rank #8<\/span> <a href=\"https:\/\/writesonic.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Writesonic<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Teams that want tracking and content production together<\/p>\n<p class=\"dm-verdict\">Writesonic is the only tool here that lets you spot a gap and fix the page in the same session, because its editor writes directly into WordPress or Cloudflare.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-p\">Reporting and team fit: Partial<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$99\/mo<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Google AI Overviews, Claude, Gemini, Perplexity<\/li>\n<li><b>Citation tracking<\/b>Mentions, citation frequency, and sentiment, plus an AI Visitors crawler dashboard<\/li>\n<li><b>Prompt tracking<\/b>Content Strategy Planner and Prompt &amp; UI Scraping for gap analysis<\/li>\n<li><b>Recommendations<\/b>Action Center with a prioritized audit and in-platform fixes<\/li>\n<li><b>Primary user<\/b>Content teams and ecommerce brands<\/li>\n<li><b>What the price note means<\/b>GEO tracking; $499\/mo for full sentiment and unlimited content<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>The Action Center prioritizes the audit for you, flagging missing schema and crawler blockers in order of impact<\/li>\n<li>WordPress and Cloudflare integrations let you publish the fix from inside the tool<\/li>\n<li>The AI Visitors dashboard shows which of your pages crawlers hit most, so you optimize the right ones<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>Full sentiment monitoring and unlimited content generation jump the price to $499 a month<\/li>\n<li>The value depends on you wanting the content-generation side, which not every team does<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> Your bottleneck is publishing the fix, not finding it.<\/p>\n<p><b>Skip this if:<\/b> You already have a content team and only need the measurement layer.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/0770e67642c9c56805c1c9d9dedb51d4.jpg\" alt=\"Writesonic dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> The Action Center is the part that matters commercially. It&#8217;s a ranked list of fixes rather than a dashboard, which is the difference between knowing you have a problem and closing it.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Writesonic<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Writesonic tracks ChatGPT, Google AI Overviews, Claude, Gemini, and Perplexity.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>You get brand mentions, citation frequency, and the sentiment behind them across every major platform. Writesonic&#8217;s own testing found that <a href=\"https:\/\/www.grammarly.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Grammarly<\/a> appeared in <strong>85% of AI-generated answers<\/strong>, with <strong>77% of those carrying positive sentiment<\/strong>. The AI Visitors dashboard highlights your most frequently crawled pages so you can put your optimization effort where the crawlers already are.<\/p>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>The Content Strategy Planner benchmarks your site against competitors and pinpoints where your brand is missing from AI responses. Prompt &#038; UI Scraping surfaces the AI-generated content that exposes those visibility gaps.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>The Action Center gives you a prioritized AI audit that flags issues like missing schema or crawler blockers. When you connect WordPress or Cloudflare, you can push the fix directly through the built-in editor instead of handing a ticket to someone else.<\/p>\n<h3>Pricing<\/h3>\n<p>Pricing starts at <strong>$99 a month<\/strong> for GEO tracking. Full sentiment monitoring and unlimited content generation move you to the <strong>$499 a month<\/strong> tier.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/visible.seranking.com\/blog\/best-ai-visibility-tools\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">visible.seranking.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-9\">\n<h2><span>Rank #9<\/span> <a href=\"https:\/\/knowatoa.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Knowatoa AI<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Agencies tracking brand attributes, not just mentions<\/p>\n<p class=\"dm-verdict\">Knowatoa tracks whether AI describes your product accurately, not only whether it names you, and that distinction matters the moment a model starts telling prospects your product does something it doesn&#8217;t.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-p\">Reporting and team fit: Partial<\/li>\n<li class=\"dm-s\">Price transparency and value: Strong<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$59\/mo<\/li>\n<li><b>Free plan or trial<\/b>Free plan (10 questions, ChatGPT)<\/li>\n<li><b>AI engines<\/b>ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Meta AI, Google AI Mode<\/li>\n<li><b>Citation tracking<\/b>Tracks the third-party sources AI trusts most, plus sentiment and feature-level omissions<\/li>\n<li><b>Prompt tracking<\/b>Question-based tracking across product names, leadership, and features<\/li>\n<li><b>Recommendations<\/b>The BISCUIT Framework, with steps for content, PR, and entity clarity<\/li>\n<li><b>Primary user<\/b>Agencies and in-house brand teams<\/li>\n<li><b>What the price note means<\/b>Starter, 30 questions; Agency runs $749\/mo<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>It tracks specific brand attributes like product names, leadership, and standout features rather than only website mentions<\/li>\n<li>It identifies which third-party sources the models trust most, which turns into a public relations target list<\/li>\n<li>A free plan with 10 questions and a 7-day trial let you validate the fit before you pay<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>It won&#8217;t replace your SEO tools, because backlinks and keyword rankings sit outside its scope<\/li>\n<li>The Agency tier at $749 a month is a real step up from the $59 entry point<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> AI is describing your product inaccurately and you need to see exactly where that starts.<\/p>\n<p><b>Skip this if:<\/b> You want one platform covering backlinks, rankings, and AI visibility together.<\/p>\n<\/div>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Knowatoa<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Knowatoa monitors seven platforms: ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Meta AI, and Google AI Mode. It processes up to <strong>21,700 responses monthly<\/strong>, supports multiple languages and regions, and had already run <strong>4,961 AI search audits by early 2026<\/strong>.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>Knowatoa focuses on specific brand attributes, including product names, leadership details, and standout features, rather than tracking website mentions alone. It identifies which third-party sources AI platforms trust most, monitors sentiment, and pinpoints the moments when a specific feature gets mentioned or left out. That last part earns its keep when a model misrepresents your product.<\/p>\n<blockquote>\n<p>&#8220;Knowatoa revealed insights that completely changed how I think about brand, website, and content distribution. It&#8217;s not just a tool, it&#8217;s a smarter way to approach visibility.&#8221;<\/p>\n<p><cite>Craig Hewitt, CEO, Castos<\/cite><\/p><\/blockquote>\n<h3>Optimization recommendations<\/h3>\n<p>The BISCUIT Framework analyzes how large language models prioritize and recommend companies, then gives you clear steps: update this content, refine that public relations angle, clarify these entity details.<\/p>\n<h3>Pricing<\/h3>\n<p>The free plan includes 10 questions with ChatGPT access. Paid plans run from <strong>$59 a month<\/strong> for 30 questions on Starter up to <strong>$749 a month<\/strong> for 1,500 questions on Agency. There&#8217;s a 7-day free trial.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/knowatoa.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">knowatoa.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-10\">\n<h2><span>Rank #10<\/span> <a href=\"https:\/\/morningscore.io\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Morningscore<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: SEO teams adding AI tracking without a second dashboard<\/p>\n<p class=\"dm-verdict\">Morningscore&#8217;s &#8220;Zero&#8221; ranking reframes the metric that actually matters now: if you rank fifth organically but you&#8217;re the top-cited source in the AI Overview, that&#8217;s your real position, and Morningscore is the tool that will tell you so.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-p\">AI engine coverage: Partial<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-p\">Prompt discovery: Partial<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-s\">Price transparency and value: Strong<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$69\/mo<\/li>\n<li><b>Free plan or trial<\/b>14-day free trial<\/li>\n<li><b>AI engines<\/b>Google AI Overviews and ChatGPT, including ChatGPT Search<\/li>\n<li><b>Citation tracking<\/b>Identifies the exact URLs Google&#x27;s AI cites and tracks mention frequency<\/li>\n<li><b>Prompt tracking<\/b>Flags which keywords trigger an AI Overview, with cached answers and volume data<\/li>\n<li><b>Recommendations<\/b>The Missions System turns findings into ordered SEO tasks<\/li>\n<li><b>Primary user<\/b>SEO teams and small agencies<\/li>\n<li><b>What the price note means<\/b>14-day free trial, no credit card<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>The GEO Score gives you one AI visibility index that sits beside your normal rankings<\/li>\n<li>Daily updates across 167 countries at $69 a month<\/li>\n<li>The Missions System converts insight into a task list instead of leaving you with a chart<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>Coverage stops at Google AI Overviews and ChatGPT, so Perplexity, Gemini, and Claude go untracked<\/li>\n<li>No advanced prompt testing or competitor sentiment analysis<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> Your audience lives on Google and ChatGPT, and you want AI tracking inside an SEO tool you&#8217;ll actually open.<\/p>\n<p><b>Skip this if:<\/b> Perplexity, Gemini, or Claude matter to your audience, because Morningscore doesn&#8217;t cover them.<\/p>\n<\/div>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Morningscore<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Morningscore focuses on Google AI Overviews and ChatGPT, including ChatGPT Search. It tracks whether your target keywords generate an AI summary and confirms whether your site is cited as a source. Daily updates cover 167 countries.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>The platform identifies which specific URLs Google&#8217;s AI highlights and monitors how often your brand comes up. Its &#8220;Zero&#8221; ranking system is the feature that changes how you read your own data.<\/p>\n<blockquote>\n<p>&#8220;You might be rank #5 organically, but cited #1 in the AI Overview. That is the new top spot. We track it.&#8221;<\/p>\n<p><cite>Morningscore<\/cite><\/p><\/blockquote>\n<p>Morningscore&#8217;s data shows that <strong>75% of websites cited in AI Overviews already rank within the top 12<\/strong> of traditional Google results, so your existing SEO work is doing more for you here than you might realize.<\/p>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>Morningscore pinpoints the keywords that trigger AI Overviews and evaluates search intent using cached AI answers and search volume data. With roughly <strong>47% of searches now triggering an AI Overview<\/strong>, knowing which of your keywords are in that 47% is where the work starts.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>The Missions System hands you detailed SEO tasks that lift both traditional rankings and AI visibility.<\/p>\n<blockquote>\n<p>&#8220;AI Searches, whether it&#8217;s AI Overviews, ChatGPT, Perplexity, etc., looks for the clearest and most direct answer.&#8221;<\/p>\n<p><cite>Morningscore<\/cite><\/p><\/blockquote>\n<p>The practical advice that follows is simple: use plain paragraphs and bulleted lists, and you can win a citation even against sites that outrank you.<\/p>\n<h3>Pricing<\/h3>\n<p>Plans start at <strong>$69 a month<\/strong>, with a 14-day free trial that doesn&#8217;t ask for a credit card.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/morningscore.io\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">morningscore.io<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-11\">\n<h2><span>Rank #11<\/span> <a href=\"https:\/\/ahrefs.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Ahrefs Brand Radar<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Ahrefs subscribers adding AI data to authority research<\/p>\n<p class=\"dm-verdict\">Brand Radar&#8217;s 271 million monthly queries make it the best trend instrument here, and its monthly update cycle makes it the wrong instrument for anything you need to act on this week.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-p\">Prompt discovery: Partial<\/li>\n<li class=\"dm-n\">Optimization recommendations: Not offered<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$199\/mo<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Perplexity, Gemini, Google AI Overviews, Google AI Mode, Microsoft Copilot<\/li>\n<li><b>Citation tracking<\/b>Source domains and URLs cited, wired into Ahrefs&#x27; backlink and authority metrics<\/li>\n<li><b>Prompt tracking<\/b>Custom prompt tracking sold in check packages from $50\/mo<\/li>\n<li><b>Recommendations<\/b>No dedicated recommendation engine<\/li>\n<li><b>Primary user<\/b>SEO teams already inside Ahrefs<\/li>\n<li><b>What the price note means<\/b>per index; $699\/mo for all platforms<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>It covers about 271 million queries a month across six platforms, which is a genuinely large sample<\/li>\n<li>AI citation data sits inside Site Explorer next to your backlink and authority metrics<\/li>\n<li>Custom prompt tracking scales cleanly at $50, $100, or $250 a month depending on volume<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>Updates roll out monthly, which makes it a trend tool rather than a monitoring tool<\/li>\n<li>Ahrefs CMO Tim Soulo has acknowledged the interface still needs work<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You live in Ahrefs and you want AI citation trends beside your authority data.<\/p>\n<p><b>Skip this if:<\/b> You need to know what changed this week, because monthly updates won&#8217;t tell you.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/5f945e5abf08ff93500637d1db28ba26.jpg\" alt=\"Ahrefs Brand Radar dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> Brand Radar&#8217;s value is the sample size behind the trend line, not the freshness of any single data point. Read it monthly, and pair it with something faster if you&#8217;re mid-campaign.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Ahrefs Brand Radar<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Brand Radar covers about <strong>271 million queries each month<\/strong> across six major AI platforms: ChatGPT, Perplexity, Gemini, Google AI Overviews, Google AI Mode, and Microsoft Copilot. Updates roll out monthly, which gives you a broad view of the trend rather than a live feed.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>Brand Radar identifies the source domains and URLs that AI models cite when they mention your brand, and it plugs that straight into Ahrefs&#8217; existing backlink and authority metrics.<\/p>\n<p>Custom prompt tracking comes in tiered packages:<\/p>\n<ul>\n<li>$50 a month for 2,500 checks<\/li>\n<li>$100 a month for 7,000 checks<\/li>\n<li>$250 a month for 25,000 checks<\/li>\n<\/ul>\n<h3>Pricing<\/h3>\n<p>Brand Radar costs <strong>$199 a month per index<\/strong>, or <strong>$699 a month<\/strong> for access to all platforms. Tim Soulo, Ahrefs&#8217; CMO, has publicly acknowledged that the interface has room to improve, which is a fair caveat to hear from the vendor itself.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/www.loamly.ai\/blog\/comparison-ai-search-visibility-tools-2026-buyers-guide\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.loamly.ai<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-12\">\n<h2><span>Rank #12<\/span> <a href=\"https:\/\/www.rankability.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Rankability<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Agencies handling AI visibility and SEO in one platform<\/p>\n<p class=\"dm-verdict\">Rankability folds AI citation gaps into the SEO platform an agency already uses for content optimization, which removes a tab from the workflow, and its update cadence is still catching up to the specialist tools.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-p\">AI engine coverage: Partial<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$149\/mo<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Gemini, Perplexity, Google AI Overviews<\/li>\n<li><b>Citation tracking<\/b>Benchmarks your citations against competitors and flags where you&#x27;re missing<\/li>\n<li><b>Prompt tracking<\/b>Branded and commercial prompt testing, with IBM Watson and Google NLP for topics<\/li>\n<li><b>Recommendations<\/b>Content Optimizer with in-platform copy and entity fixes<\/li>\n<li><b>Primary user<\/b>Agencies managing multiple clients<\/li>\n<li><b>What the price note means<\/b>billed annually; AI Analyzer sits on higher agency tiers<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Citation gap analysis and content optimization live in the same platform, so nothing moves to a spreadsheet<\/li>\n<li>It tests branded and commercial prompts separately, which are two different visibility problems<\/li>\n<li>IBM Watson and Google NLP surface topic and keyword opportunities you&#8217;d otherwise miss<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>The update cadence was still evolving as of early 2026, so real-time tracking isn&#8217;t its strength<\/li>\n<li>AI Analyzer access typically requires the higher agency tiers, so confirm seat and prompt limits with sales<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You run an agency and you want AI citation gaps sitting next to the content optimizer you already use.<\/p>\n<p><b>Skip this if:<\/b> You need real-time updates or coverage of niche AI engines.<\/p>\n<\/div>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Rankability<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>The AI Analyzer tracks brand mentions across ChatGPT, Gemini, Perplexity, and Google AI Overviews. It tests both branded and commercial prompts, which gives you a fuller read than branded tracking alone.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>Rankability benchmarks where your pages appear in AI responses and compares your citations against your competitors&#8217;, so you can see which competitor is winning which prompt.<\/p>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>Using IBM Watson and Google NLP, Rankability surfaces overlooked topics and keyword opportunities. Prompt-level testing shows you the specific queries that bring up your brand.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>The built-in Content Optimizer gives you clear steps to refine copy, strengthen entity details, and close the visibility gaps, and all of it happens inside the platform.<\/p>\n<blockquote>\n<p>&#8220;Spot citations across ChatGPT, Perplexity, and Google AI Overviews, then fix gaps right inside the same platform.&#8221;<\/p>\n<p><cite>Rankability<\/cite><\/p><\/blockquote>\n<h3>Pricing<\/h3>\n<p>Plans start at <strong>$149 a month<\/strong> billed annually. AI Analyzer access typically comes with the higher agency tiers, so contact their sales team for the specifics on seat and prompt limits.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/www.rankability.com\/blog\/best-ai-search-visibility-tracking-tools\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.rankability.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-13\">\n<h2><span>Rank #13<\/span> <a href=\"https:\/\/www.similarweb.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Similarweb<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Enterprise teams pairing AI visibility with market intelligence<\/p>\n<p class=\"dm-verdict\">Similarweb&#8217;s Influence Score tells you which third-party domains the models actually trust in your category, which turns a visibility problem into a specific public relations target list.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-p\">Optimization recommendations: Partial<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>$99\/mo<\/li>\n<li><b>Free plan or trial<\/b>7-day free trial<\/li>\n<li><b>AI engines<\/b>ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, Grok<\/li>\n<li><b>Citation tracking<\/b>Citation Analysis with an Influence Score for every cited source<\/li>\n<li><b>Prompt tracking<\/b>Prompt Analysis showing where competitors get cited instead of you<\/li>\n<li><b>Recommendations<\/b>Sentiment analysis and structured data guidance, no dedicated fix engine<\/li>\n<li><b>Primary user<\/b>Enterprise marketing and competitive intelligence teams<\/li>\n<li><b>What the price note means<\/b>Gen AI Intelligence; Pro packages from $125\/mo<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>The Influence Score ranks cited sources by how often models reference them, which prioritizes your outreach for you<\/li>\n<li>AI visibility sits next to referral traffic and standard web analytics, so you can connect mentions to sessions<\/li>\n<li>Coverage spans six engines including Claude and Grok, which most tools here skip<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>The wider platform is more than you need if AI visibility tracking is the only job<\/li>\n<li>There&#8217;s no dedicated recommendation engine, so the fixes stay your responsibility<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You want AI citations, referral traffic, and competitive intelligence in one place.<\/p>\n<p><b>Skip this if:<\/b> AI visibility tracking is your only requirement, because you&#8217;d be paying for the rest of the platform.<\/p>\n<\/div>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Similarweb<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Similarweb covers ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, and Grok. Its GenAI Intelligence module reports your <a href=\"https:\/\/www.data-mania.com\/blog\/rank-ai-search-results-llmo\/\">rank in AI search results<\/a> and tracks the referral traffic those engines send you.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>The Citation Analysis tool identifies which domains and URLs AI engines cite when answering questions in your category, and it assigns each source an Influence Score based on how often it gets referenced.<\/p>\n<p>In November 2025, Limor Barenholtz, Similarweb&#8217;s Director of SEO, analyzed OpenAI-related citations and found that for &#8220;AI Research&#8221; topics the most-cited sources were arxiv.org, medium.com, and en.wikipedia.org. A single Wikipedia article on &#8220;Word embedding&#8221; carried an influence score of 0.48% and appeared across three separate prompts.<\/p>\n<blockquote>\n<p>&#8220;Citations are the new SEO battleground&#8230; securing citations beneath AI-generated answers represents one of the few remaining pathways for website visibility.&#8221;<\/p>\n<p><cite>Limor Barenholtz, Director of SEO, Similarweb<\/cite><\/p><\/blockquote>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>Prompt Analysis reveals the questions users ask and where competitors get cited instead of you. A January 2026 study found that Lululemon appeared in <strong>32.77% of AI answers overall<\/strong> but was largely absent from &#8220;sustainability&#8221; prompts, which is exactly the kind of category-level blind spot that costs a brand real pipeline.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>Sentiment analysis evaluates whether AI mentions read positive, neutral, or negative. The citation data highlights high-influence third-party domains, including niche review sites and industry forums, which is where your public relations and link-building effort should go. Similarweb also supports technical work with structured data and llms.txt files.<\/p>\n<h3>Pricing<\/h3>\n<p>The Gen AI Intelligence package starts at <strong>$99 a month<\/strong>, and Pro packages begin at <strong>$125 a month<\/strong>. A 7-day free trial is available.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/www.similarweb.com\/blog\/marketing\/geo\/ai-citation-analysis\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.similarweb.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-14\">\n<h2><span>Rank #14<\/span> <a href=\"https:\/\/www.brightedge.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">BrightEdge<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Large organizations with governance and compliance needs<\/p>\n<p class=\"dm-verdict\">BrightEdge is built for the organization where AI visibility reporting has to satisfy several teams and a compliance workflow at once, and the custom pricing tells you plainly whether you&#8217;re the customer.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-p\">AI engine coverage: Partial<\/li>\n<li class=\"dm-s\">Citation intelligence: Strong<\/li>\n<li class=\"dm-s\">Prompt discovery: Strong<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-s\">Reporting and team fit: Strong<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>Custom<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>Google AI Overviews, ChatGPT, Perplexity, Gemini<\/li>\n<li><b>Citation tracking<\/b>Citation frequency and context, with page-level drivers and competitor comparison<\/li>\n<li><b>Prompt tracking<\/b>Competitive reporting that surfaces the topics you haven&#x27;t covered<\/li>\n<li><b>Recommendations<\/b>Semantic gap and topical cluster recommendations aligned to E-E-A-T<\/li>\n<li><b>Primary user<\/b>Enterprise SEO and content teams<\/li>\n<li><b>What the price note means<\/b>priced on org size, domains, and data volume<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>AI visibility and traditional search rankings share one dashboard, which suits multi-team reporting<\/li>\n<li>Enterprise competitive benchmarking across multiple domains and brands<\/li>\n<li>Recommendations map to E-E-A-T principles, which is the framework enterprise content teams already work to<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>Custom enterprise pricing means a sales cycle before you know the number<\/li>\n<li>Small teams will find the platform heavier than the problem requires<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You&#8217;re managing several domains across several teams with a compliance workflow attached.<\/p>\n<p><b>Skip this if:<\/b> You&#8217;re a startup that wants straightforward AI visibility tracking.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/847ed97c86d63593ac9a87648ec29b61.jpg\" alt=\"BrightEdge dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> The unified view is what enterprise buyers pay for here. AI citations and organic rankings sit in one interface, so content teams stop arguing about which report is the real one.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of BrightEdge<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>BrightEdge monitors how your content performs in Google AI Overviews, ChatGPT, Perplexity, and Gemini, and it identifies when your brand gets cited in AI-generated summaries. Enterprise teams see AI visibility beside traditional search rankings in a single dashboard.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>The platform tracks how often your brand is cited and the context around those mentions across engines. It also shows which pages drive the mentions and how often competitors get named instead of you. The enterprise competitive benchmarking suits organizations managing multiple domains or brands.<\/p>\n<h3>Prompt and opportunity discovery<\/h3>\n<p>BrightEdge&#8217;s competitive reporting pinpoints the topics and questions your brand hasn&#8217;t addressed yet, and benchmarks your citation frequency against competitors to give you a content roadmap. All of it sits in the same interface your team already uses for keyword research and content planning.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>Recommendations target semantic gaps and strengthen topical clusters. They align with E-E-A-T principles, which stands for Experience, Expertise, Authoritativeness, and Trustworthiness, and those signals correlate with a higher citation likelihood across AI systems.<\/p>\n<h3>Pricing<\/h3>\n<p>BrightEdge uses custom enterprise pricing based on your organization&#8217;s size, the number of tracked domains, your data volume, and the features you need. You negotiate directly with their sales team.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/www.brightedge.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.brightedge.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-15\">\n<h2><span>Rank #15<\/span> <a href=\"https:\/\/mangools.com\/ai-search-grader\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Mangools AI Search Grader<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: A free multi-model baseline before you spend anything<\/p>\n<p class=\"dm-verdict\">Mangools is the best free starting point on this list because a free account unlocks all 8 models and gives you a weighted 0 to 100 score, and it stops short of the source URLs you&#8217;ll eventually need.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-s\">AI engine coverage: Strong<\/li>\n<li class=\"dm-p\">Citation intelligence: Partial<\/li>\n<li class=\"dm-p\">Prompt discovery: Partial<\/li>\n<li class=\"dm-p\">Optimization recommendations: Partial<\/li>\n<li class=\"dm-p\">Reporting and team fit: Partial<\/li>\n<li class=\"dm-s\">Price transparency and value: Strong<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>Free<\/li>\n<li><b>Free plan or trial<\/b>Free (all 8 models on a free account)<\/li>\n<li><b>AI engines<\/b>ChatGPT (GPT-4o-mini), Perplexity Sonar, DeepSeek V3, Claude 3.5 Haiku, Grok 3 Mini, Gemini 2.5 Flash Lite Preview, Mistral Small 3.2 24B, Llama 4 Scout<\/li>\n<li><b>Citation tracking<\/b>Visibility percentage and average ranking, but no source URLs on the free tier<\/li>\n<li><b>Prompt tracking<\/b>Custom prompts generated for your brand and niche, with the top 20 competitors per prompt<\/li>\n<li><b>Recommendations<\/b>Competitor comparison rather than a fix list<\/li>\n<li><b>Primary user<\/b>Marketers running a first baseline audit<\/li>\n<li><b>What the price note means<\/b>AI Search Watcher from $37.70\/mo billed annually<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>A free account unlocks all 8 models, which is more coverage than several paid tools on this list<\/li>\n<li>The AI Search Score blends visibility and ranking, weighted by each model&#8217;s market share<\/li>\n<li>It shows the top 20 competitors per prompt, so you learn who&#8217;s winning your category for free<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>The free version doesn&#8217;t track source URLs or give you the full conversational context<\/li>\n<li>Ongoing tracking means moving to AI Search Watcher at $37.70 a month billed annually<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You haven&#8217;t measured anything yet and you want a real baseline before you commit budget.<\/p>\n<p><b>Skip this if:<\/b> You need the cited URLs, because the free tier reports mentions and rankings only.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/1f6690f13a89958c2c86d3c94ab55733.jpg\" alt=\"Mangools AI Search Grader dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> The AI Search Score is the useful number here because it&#8217;s weighted by each model&#8217;s market share. A strong showing on a model nobody uses shouldn&#8217;t read the same as a strong showing on ChatGPT.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Mangools<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Mangools evaluates your brand across <strong>8 AI models<\/strong>: <a href=\"https:\/\/www.data-mania.com\/blog\/custom-gpt-training\/\">ChatGPT (GPT-4o-mini)<\/a>, Perplexity Sonar, DeepSeek V3, Claude 3.5 Haiku, Grok 3 Mini, Gemini 2.5 Flash Lite Preview, Mistral Small 3.2 24B, and Meta&#8217;s Llama 4 Scout. The version you get without signing in covers 3 models, and a free account unlocks all 8 with a limited number of searches.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>The tool tracks Visibility, which is the percentage of prompts where your brand appears in the top 20 results, and calculates an Average Ranking position. It combines both into an <strong>AI Search Score from 0 to 100<\/strong>, weighted by each model&#8217;s market share.<\/p>\n<p>The free version doesn&#8217;t track specific source URLs or give you the full conversational context, so treat it as a baseline instrument rather than an ongoing monitor.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>Mangools generates custom prompts for your brand and niche and shows you which queries produce mentions. It also lists the top 20 competitors for each prompt, which tells you where your content is falling short. For ongoing tracking, AI Search Watcher gives you weekly updates from <strong>$37.70 a month<\/strong> billed annually for up to 500 prompts.<\/p>\n<p>One finding from Mangools&#8217; research is worth building into your editorial calendar: content cited in AI results tends to be <strong>25.7% newer<\/strong> than content ranking in traditional Google search.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/mangools.com\/ai-search-grader\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">mangools.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-16\">\n<h2><span>Rank #16<\/span> <a href=\"https:\/\/www.withgauge.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Gauge<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: A first look at where you stand against competitors<\/p>\n<p class=\"dm-verdict\">Gauge does monitoring and competitor benchmarking cleanly and stops there, so it&#8217;s a reasonable first instrument and never the only one you&#8217;ll need.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-p\">AI engine coverage: Partial<\/li>\n<li class=\"dm-p\">Citation intelligence: Partial<\/li>\n<li class=\"dm-n\">Prompt discovery: Not offered<\/li>\n<li class=\"dm-n\">Optimization recommendations: Not offered<\/li>\n<li class=\"dm-p\">Reporting and team fit: Partial<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>Custom<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Perplexity, Google AI Overviews<\/li>\n<li><b>Citation tracking<\/b>Tracks visibility and compares it against competitors<\/li>\n<li><b>Prompt tracking<\/b>Not offered<\/li>\n<li><b>Recommendations<\/b>Not offered<\/li>\n<li><b>Primary user<\/b>Teams new to AI search visibility<\/li>\n<li><b>What the price note means<\/b>contact for pricing<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Simple monitoring that doesn&#8217;t ask you to learn a technical discipline first<\/li>\n<li>Competitor benchmarking is built in, so you get context rather than a bare number<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>No technical fixes, no schema analysis, and no content recommendations<\/li>\n<li>You&#8217;ll need to pair it with a second platform to act on anything it shows you<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You want to see where you stand before you invest in an optimization platform.<\/p>\n<p><b>Skip this if:<\/b> You need the tool to tell you what to do next, because Gauge only tells you where you are.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/550b1be64d6a952bc7122a4538ff9cb2.jpg\" alt=\"Gauge dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> Gauge is deliberately a measurement instrument. Read the competitor comparison, then take the gap to a platform that can act on it.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Gauge<\/summary>\n<div class=\"dm-deep\">\n<h3>Monitoring and benchmarking<\/h3>\n<p>Gauge tracks your brand&#8217;s visibility in AI search results and compares it against your competitors. It doesn&#8217;t go further than that. There are no tools for technical fixes, schema analysis, or content improvement, and the product doesn&#8217;t pretend otherwise.<\/p>\n<h3>Who it&#8217;s not for<\/h3>\n<p>If you want actionable recommendations or technical tooling, Gauge alone won&#8217;t get you there. You&#8217;d pair it with a platform that handles the optimization side.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/www.withgauge.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.withgauge.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-17\">\n<h2><span>Rank #17<\/span> <a href=\"https:\/\/visby.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Visby AI<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Startups that want basic mention tracking, cheaply<\/p>\n<p class=\"dm-verdict\">Visby covers three engines and reports mention frequency, which is enough to establish whether you have a problem and not enough to solve it.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-p\">AI engine coverage: Partial<\/li>\n<li class=\"dm-p\">Citation intelligence: Partial<\/li>\n<li class=\"dm-n\">Prompt discovery: Not offered<\/li>\n<li class=\"dm-n\">Optimization recommendations: Not offered<\/li>\n<li class=\"dm-p\">Reporting and team fit: Partial<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>Custom<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>ChatGPT, Google AI Overviews, Perplexity<\/li>\n<li><b>Citation tracking<\/b>Basic mention frequency across AI-generated responses<\/li>\n<li><b>Prompt tracking<\/b>Not documented<\/li>\n<li><b>Recommendations<\/b>Not documented<\/li>\n<li><b>Primary user<\/b>Startups and small teams<\/li>\n<li><b>What the price note means<\/b>positioned for startups and small teams<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Covers the three engines that matter most for a first read on your visibility<\/li>\n<li>Deliberately simple, which suits a team that&#8217;s establishing a baseline rather than running a program<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>Mention frequency is close to the whole feature set<\/li>\n<li>No documented prompt discovery or optimization recommendations<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You want to know whether AI engines mention you at all, before you build a case for real budget.<\/p>\n<p><b>Skip this if:<\/b> You&#8217;re past the baseline stage and need citation sources or a fix list.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/58eb05104b0c69a100632a2d4ac307cd.jpg\" alt=\"Visby AI dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> Visby, also listed as Visibility.ai, keeps the interface to mention counts. That&#8217;s the right level of detail for a first look and the wrong level for a program you&#8217;re reporting on quarterly.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Visby AI<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Visby AI, which also goes by Visibility.ai, monitors brand mentions across ChatGPT, Google AI Overviews, and Perplexity.<\/p>\n<h3>Citation and mention tracking<\/h3>\n<p>You get basic data on how frequently your brand is mentioned inside AI-generated responses. It&#8217;s a straightforward way to see whether you show up, and it&#8217;s designed for teams who are building a first understanding of their AI presence before they consider a heavier platform.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/www.therankmasters.com\/blog\/brand-visibility-ai-search\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.therankmasters.com<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-18\">\n<h2><span>Rank #18<\/span> Goodie<\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Brands where Microsoft Bing Copilot drives real traffic<\/p>\n<p class=\"dm-verdict\">Goodie optimizes for Microsoft Bing Copilot Search specifically, which makes it the right call for the small number of companies where Bing is a serious channel and the wrong call for everyone else.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-n\">AI engine coverage: Not offered<\/li>\n<li class=\"dm-p\">Citation intelligence: Partial<\/li>\n<li class=\"dm-n\">Prompt discovery: Not offered<\/li>\n<li class=\"dm-s\">Optimization recommendations: Strong<\/li>\n<li class=\"dm-p\">Reporting and team fit: Partial<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>Custom<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>Microsoft Bing Copilot Search<\/li>\n<li><b>Citation tracking<\/b>Focused on Copilot representation rather than cross-engine citation tracking<\/li>\n<li><b>Prompt tracking<\/b>Not offered<\/li>\n<li><b>Recommendations<\/b>Semantic gap fixes across structured data, entity accuracy, and technical setup<\/li>\n<li><b>Primary user<\/b>Brands with meaningful Bing traffic<\/li>\n<li><b>What the price note means<\/b>priced on organization size and requirements<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Deep focus on one engine instead of thin coverage across many<\/li>\n<li>Recommendations target semantic gaps, structured data, and entity accuracy, which carry over to other engines<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>Coverage is effectively one engine, so ChatGPT, Perplexity, and Claude go untracked<\/li>\n<li>Custom pricing with no published entry point<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> Microsoft Bing Copilot Search is central to how your customers find you.<\/p>\n<p><b>Skip this if:<\/b> Bing is a minor share of your traffic, because you&#8217;d be buying depth in the wrong place.<\/p>\n<\/div>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Goodie<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Goodie concentrates on Microsoft Bing Copilot Search. Its methods line up with general Generative Engine Optimization practice, including brand authority, accurate representation, and making it easy for AI systems to recommend you, so the work may lift your visibility on platforms like Google AI Overviews as a side effect.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>Goodie targets semantic gaps, which are the places where AI systems lack accurate information about your brand, products, or expertise. It works through structured data, entity accuracy, and technical optimization so AI systems can understand and surface you correctly.<\/p>\n<h3>Pricing<\/h3>\n<p>Goodie prices on organization size and requirements, so you&#8217;ll need to contact them directly.<\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-19\">\n<h2><span>Rank #19<\/span> Birdeye<\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: Multi-location businesses managing reputation signals<\/p>\n<p class=\"dm-verdict\">Birdeye doesn&#8217;t track AI citations at all, and it earns a place here because reviews, ratings, and listing accuracy are inputs that AI systems weigh heavily for local and service queries.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-n\">AI engine coverage: Not offered<\/li>\n<li class=\"dm-n\">Citation intelligence: Not offered<\/li>\n<li class=\"dm-n\">Prompt discovery: Not offered<\/li>\n<li class=\"dm-p\">Optimization recommendations: Partial<\/li>\n<li class=\"dm-p\">Reporting and team fit: Partial<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>Custom<\/li>\n<li><b>Free plan or trial<\/b>No free plan<\/li>\n<li><b>AI engines<\/b>No direct AI engine tracking; manages the reputation signals AI systems read<\/li>\n<li><b>Citation tracking<\/b>Not offered<\/li>\n<li><b>Prompt tracking<\/b>Not offered<\/li>\n<li><b>Recommendations<\/b>Review monitoring, sentiment trends, and listing consistency alerts<\/li>\n<li><b>Primary user<\/b>Franchises, dealerships, clinics, and multi-location brands<\/li>\n<li><b>What the price note means<\/b>available on request<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Keeps reviews, ratings, and business listings consistent, which is what AI systems read for local and service queries<\/li>\n<li>Built for franchise networks, dental practices, auto dealerships, and restaurants, where location count is the hard part<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>No AI citation tracking, no prompt discovery, and no AI engine reporting<\/li>\n<li>It&#8217;s a foundation for AI visibility rather than a measurement of it<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You run many locations and your reputation data is inconsistent across them.<\/p>\n<p><b>Skip this if:<\/b> You want to measure AI citations, because Birdeye doesn&#8217;t do that.<\/p>\n<\/div>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Birdeye<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Birdeye doesn&#8217;t track AI-specific citations from ChatGPT, Google AI Overviews, or Perplexity. What it does is manage the reputation signals that many AI systems factor into local and service-related answers, which are reviews and business listings.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>Birdeye monitors customer reviews, identifies sentiment trends, alerts you to new reviews, and helps you correct inconsistencies in your business information across locations. Getting that data clean is a real prerequisite for local AI visibility, even though it isn&#8217;t a measurement of it.<\/p>\n<h3>Pricing<\/h3>\n<p>Custom pricing, available on request.<\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<div class=\"dm-tool\" id=\"tool-20\">\n<h2><span>Rank #20<\/span> <a href=\"https:\/\/www.adamigo.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Adamigo AI Search Grader<\/a><\/h2>\n<div class=\"dm-body\">\n<p class=\"dm-bestfor\">Best for: A 60-second free snapshot and nothing more<\/p>\n<p class=\"dm-verdict\">Adamigo&#8217;s core product is a Meta ads assistant, and the AI Search Grader is a side feature, so treat it as a free second opinion rather than a tool you&#8217;d build a program on.<\/p>\n<ul class=\"dm-badges\">\n<li class=\"dm-n\">AI engine coverage: Not offered<\/li>\n<li class=\"dm-n\">Citation intelligence: Not offered<\/li>\n<li class=\"dm-n\">Prompt discovery: Not offered<\/li>\n<li class=\"dm-p\">Optimization recommendations: Partial<\/li>\n<li class=\"dm-n\">Reporting and team fit: Not offered<\/li>\n<li class=\"dm-p\">Price transparency and value: Partial<\/li>\n<\/ul>\n<h3 class=\"dm-mini\">At a glance<\/h3>\n<ul class=\"dm-glance\">\n<li><b>Starting price<\/b>Free<\/li>\n<li><b>Free plan or trial<\/b>Free<\/li>\n<li><b>AI engines<\/b>Not documented; typically ChatGPT, Perplexity, and Google AI Overviews<\/li>\n<li><b>Citation tracking<\/b>Not offered<\/li>\n<li><b>Prompt tracking<\/b>Not offered<\/li>\n<li><b>Recommendations<\/b>Limited, and oriented toward Meta ad campaigns rather than AI search<\/li>\n<li><b>Primary user<\/b>Anyone wanting a fast free check<\/li>\n<li><b>What the price note means<\/b>grader is a secondary feature of a Meta ads platform<\/li>\n<\/ul>\n<div class=\"dm-pc\">\n<div class=\"dm-pros\">\n<h3 class=\"dm-mini\">Best things about it<\/h3>\n<ul>\n<li>Free, and fast enough to run alongside Mangools for a second data point<\/li>\n<li>No commitment involved in finding out whether you show up at all<\/li>\n<\/ul>\n<\/div>\n<div class=\"dm-cons\">\n<h3 class=\"dm-mini\">Limitations<\/h3>\n<ul>\n<li>Engine coverage isn&#8217;t documented, so you&#8217;ll want to confirm it before you rely on it<\/li>\n<li>The platform is built for Meta ad account analysis, and AI search visibility is a secondary feature<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"dm-fit\">\n<p class=\"dm-go\"><b>Choose this if:<\/b> You want a free second opinion to sanity-check what another free tool told you.<\/p>\n<p><b>Skip this if:<\/b> You need citation analysis or continuous monitoring across engines.<\/p>\n<\/div>\n<figure class=\"dm-shot\"><img data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/6981beed0bb6b48a410dab24\/7128a5af23e891b3ba940d3e7e0799fd.jpg\" alt=\"Adamigo AI Search Grader dashboard\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/675;\"><figcaption><b>Why this matters:<\/b> Read this one as a spot check. Adamigo is better known as an AI assistant for Meta ads, so the search grader carries less depth than the specialist free tools.<\/figcaption><\/figure>\n<\/div>\n<details class=\"dm-more\">\n<summary>Read the full analysis of Adamigo<\/summary>\n<div class=\"dm-deep\">\n<h3>Engine coverage<\/h3>\n<p>Public information on Adamigo AI Search Grader&#8217;s engine coverage is thin. Tools in this category generally cover ChatGPT, Perplexity, and Google AI Overviews, and I&#8217;d confirm the current list directly with Adamigo before you build anything on it.<\/p>\n<h3>Optimization recommendations<\/h3>\n<p>Adamigo is best known for daily recommendations on Meta ad campaigns, where it highlights what to improve, why, and what the likely impact is. It may offer similar suggestions for content or entity optimization, though its focus on AI search visibility is not as developed. Given the limited scope, use it for quick checks and not as your primary tracker.<\/p>\n<p class=\"dm-src\">Primary source for this entry: <a href=\"https:\/\/www.adamigo.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.adamigo.ai<\/a><\/p>\n<p class=\"dm-src\"><a class=\"dm-back\" href=\"#dm-compare\">&#8593; Back to the comparison table<\/a><\/p>\n<\/div>\n<\/details>\n<\/div>\n<h2 id=\"dm-buying\">How to choose an AI search visibility tool<\/h2>\n<p>Five decisions get you to the right platform. Work through them in this order, because the first one eliminates the most options.<\/p>\n<h3>1. Start with engine coverage, and match it to your buyers<\/h3>\n<p>Some tools only watch ChatGPT. Others cover Perplexity, Google AI Overviews, Gemini, Claude, Microsoft Copilot, Grok, and Meta AI. If your audience is technical, prioritize strong Perplexity and Claude tracking. If you sell to a general consumer audience, Google AI Overviews and ChatGPT coverage matter more.<\/p>\n<p>Watch the tier, not the headline. Several platforms here advertise 10 engines and deliver one on the entry plan.<\/p>\n<h3>2. Confirm it separates mentions from citations<\/h3>\n<p>A mention is when an AI answer references your brand. A citation includes a clickable link back to your site. Citations drive traffic, and mentions build awareness, and a tool that reports them as one number will make your progress look better than it is.<\/p>\n<p>The stronger platforms go further and name the specific domains the models rely on, whether that&#8217;s Reddit, Wikipedia, or a niche industry blog, which turns your visibility problem into an outreach target list.<\/p>\n<h3>3. Check the prompt limits before the feature list<\/h3>\n<p>Prompt discovery is how you find the questions your buyers actually ask. Profound uses Conversion Explorer to surface hidden prompt themes, and <a href=\"https:\/\/semrush.sjv.io\/c\/2216397\/3367878\/13053\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Semrush<\/a> opens a database of more than 213 million prompts.<\/p>\n<p>Entry plans cap the number of prompts you can track, sometimes at 15 or 25. Price the plan you&#8217;d actually need, not the one on the pricing page header.<\/p>\n<h3>4. Decide whether you need a diagnosis or just a measurement<\/h3>\n<p>Scrunch addresses specific content problems like weak headings and thin semantic coverage. Otterly&#8217;s Deep GEO Audit checks 25+ technical and content elements. Larger sites benefit from structural diagnosis, which catches problems like expertise locked inside PDFs that crawlers can&#8217;t read, or entity conflicts where different pages describe your company differently.<\/p>\n<blockquote>\n<p>&#8220;Measurement without diagnosis leaves you unable to prioritise action.&#8221;<\/p>\n<p><cite>Stefan Finch, Founder, Graph Digital<\/cite><\/p><\/blockquote>\n<h3>5. Ask whether it will survive a budget review<\/h3>\n<p>Most tools in this category track mentions and citations. Only a few connect AI mentions to actual website traffic and revenue.<\/p>\n<blockquote>\n<p>&#8220;Most AI search visibility tools are monitoring layers&#8230; If you need to defend spend, you need visibility plus AI traffic detection and attribution.&#8221;<\/p>\n<p><cite>Marco Di Cesare, Founder, Loamly<\/cite><\/p><\/blockquote>\n<p>If you&#8217;ll have to justify this line item in six months, choose something that integrates with GA4 and gives you revenue attribution. That&#8217;s the same discipline behind <a href=\"https:\/\/www.data-mania.com\/blog\/ai-powered-roi-forecasting-with-data-sync\/\">AI-powered ROI forecasting<\/a>, and it&#8217;s what turns a dashboard into a budget defense.<\/p>\n<p>Two companion pieces are worth reading before you commit: <a href=\"https:\/\/www.data-mania.com\/blog\/ai-search-analytics-metrics-dashboard-track-llm-visibility\/\">the AI search analytics metrics and dashboard for tracking LLM visibility<\/a> covers what to measure, and <a href=\"https:\/\/www.data-mania.com\/blog\/best-attribution-pipeline-analytics-tools-2026-multi-channel-gtm-evaluation\/\">the best attribution and pipeline analytics tools for 2026<\/a> covers how to connect it to revenue. If you need the reporting layer itself, my <a href=\"https:\/\/www.data-mania.com\/kpi-scorecard-and-pipeline-tracker\/\">KPI scorecard and pipeline tracker<\/a> is built for exactly this.<\/p>\n<h2 id=\"dm-what\">What AI search visibility is, and why it matters in 2026<\/h2>\n<p>AI search visibility is how often your brand appears in AI-generated answers. When someone asks ChatGPT, Perplexity, or Google AI Overviews &#8220;What&#8217;s the best CRM for healthcare teams?&#8221; or &#8220;Which email platform has the best deliverability?&#8221;, your AI search visibility decides whether you get named, cited, or skipped entirely.<\/p>\n<p>That shifts what you&#8217;re optimizing for. Traditional search optimization has always been about ranking positions and clicks. AI search optimization is about mentions, citations, and contextual trust.<\/p>\n<blockquote>\n<p>&#8220;AI search is built around supplying information that can be extracted, trusted, and reused without a click ever happening.&#8221;<\/p>\n<p><cite>Mike King, CEO, iPullRank<\/cite><\/p><\/blockquote>\n<p>If you want the tactical version of what King is describing, I broke it down in <a href=\"https:\/\/www.data-mania.com\/blog\/cutting-edge-techniques-boosting-visibility-ai-search-algorithms\/\">5 cutting-edge techniques for boosting visibility in AI search algorithms<\/a>.<\/p>\n<p>Two frameworks have emerged to handle this. <strong>Generative Engine Optimization (GEO)<\/strong> structures your content so AI systems can understand and cite it, with an emphasis on clear organization, factual accuracy, and semantic depth. <strong>Answer Engine Optimization (AEO)<\/strong> focuses on crafting authoritative answers the models will recognize and include. Both aim at the same outcome, which is earning your brand a place in the conversation.<\/p>\n<p>I walk through both frameworks in detail in <a href=\"https:\/\/www.data-mania.com\/blog\/how-to-rank-in-ai-search-results\/\">how to rank in AI search results with GEO and AEO<\/a>.<\/p>\n<h3>The numbers that should concern you<\/h3>\n<ul>\n<li><strong>89% of B2B buyers<\/strong> now use generative AI tools during vendor research.<\/li>\n<li><strong>50% of B2B software buyers<\/strong> start their journey with an AI chatbot instead of Google.<\/li>\n<li>With AI Overviews in play, organic click-through rates have dropped by roughly <strong>70%<\/strong>, and only <strong>1% of users<\/strong> click a link.<\/li>\n<li><strong>60% of searches<\/strong> now end without a click, because the answer arrives directly.<\/li>\n<li>Websites make it into only <strong>25% of AI responses<\/strong>, even when they rank well on Google.<\/li>\n<li>AI-driven traffic converts at <strong>4.4 times<\/strong> the rate of traditional organic search.<\/li>\n<\/ul>\n<blockquote>\n<p>&#8220;The lost pipeline is invisible in your CRM. Buyers who exclude you don&#8217;t call to explain why.&#8221;<\/p>\n<p><cite>Stefan Finch, Founder, Graph Digital<\/cite><\/p><\/blockquote>\n<p>That last quote is the one I&#8217;d underline. You will not see this problem in your pipeline reporting. You&#8217;ll see it as a quarter that came in soft for reasons nobody can name, which is why I recommend a <a href=\"https:\/\/www.data-mania.com\/blog\/how-to-show-up-in-ai-search-results\/\">roadmap for showing up in AI search results<\/a> before the gap widens.<\/p>\n<h2 id=\"dm-improve\">How to use these tools to improve your AI search visibility<\/h2>\n<p>Buying the tool is the easy part. Here&#8217;s the sequence I run with clients.<\/p>\n<h3>Run a baseline audit<\/h3>\n<p>Start with the AI engines your audience actually uses, which for most B2B companies means ChatGPT, Perplexity, Gemini, and Google AI Overviews. Select <strong>25 to 50 high-intent prompts<\/strong>, mixing branded and generic queries.<\/p>\n<p>Otterly and Peec both do this well. You&#8217;re looking for where your brand gets mentioned, which URLs get cited, and how often competitors appear instead of you. Pay attention to sentiment too, because an inaccurate mention is its own problem. If you want the full method, I wrote up <a href=\"https:\/\/www.data-mania.com\/blog\/how-to-run-ai-search-visibility-gap-audit-standalone-method-template\/\">how to run an AI search visibility gap audit<\/a> as a standalone process with a template. I also spent six months testing these platforms directly and wrote up <a href=\"https:\/\/www.data-mania.com\/blog\/ai-search-visibility-tool\/\">what actually worked<\/a>.<\/p>\n<h3>Find the gaps where competitors get cited and you don&#8217;t<\/h3>\n<p>Focus on the queries flagged &#8220;No cited&#8221; where competitors appear. Then use a tool with an action center, like Rankability or SE Ranking, to identify the sources the engines trust most.<\/p>\n<p><strong>Perplexity pulls 46.7% of its top sources from Reddit.<\/strong> If your brand has no presence on Reddit, you&#8217;re missing a large share of Perplexity&#8217;s answers, and no amount of on-site optimization will fix that.<\/p>\n<h3>Restructure your content for machine readability<\/h3>\n<p>Add FAQs, bulleted lists, tables, and JSON-LD structured data such as FAQPage and Product schema. Keep your key pages scannable by adding a <strong>150 to 300 word summary at the top<\/strong>. Implement llms.txt and semantic slugs while you&#8217;re in there.<\/p>\n<p>Morningscore&#8217;s guidance holds up across engines: plain paragraphs and bulleted lists win citations, even against pages that outrank you. There&#8217;s more detail in my write-up on <a href=\"https:\/\/www.data-mania.com\/blog\/how-to-show-up-in-ai-search\/\">how to show up in AI search<\/a>.<\/p>\n<h3>Tie citations to revenue, then run the loop every 7 to 14 days<\/h3>\n<p>Track citation changes weekly and connect them to revenue metrics. Set up attribution in GA4 so you can measure whether AI mentions produce sessions and conversions. Re-run your audit every 7 to 14 days, because AI results shift faster than search rankings do.<\/p>\n<blockquote>\n<p>&#8220;The brands that review the data and act fast, not the ones with the priciest dashboard, will own tomorrow&#8217;s AI search results.&#8221;<\/p>\n<p><cite>Rankability<\/cite><\/p><\/blockquote>\n<h3>Three mistakes worth avoiding<\/h3>\n<ul>\n<li><strong>Tracking low-value prompts.<\/strong> Stick to queries with real commercial intent, because a prompt nobody types is a metric nobody needs.<\/li>\n<li><strong>Ignoring where the citations come from.<\/strong> If Reddit or a niche review site dominates your category, your effort belongs in public relations and outreach, not in another blog post.<\/li>\n<li><strong>Treating this like traditional SEO.<\/strong> Conversational intent and factual accuracy carry far more weight here than keyword placement does.<\/li>\n<\/ul>\n<div class=\"dm-cta\">\n<h2 style=\"scroll-margin-top:80px\">Want to know how visible your company actually is in AI search?<\/h2>\n<p>Picking a tool is step one. Knowing which prompts to track, which gaps are costing you pipeline, and what to fix first is where most teams stall.<\/p>\n<p>I built the AI search visibility gap audit as a repeatable method with a template, so you can run it yourself this week. If you&#8217;d rather run it together and map the results to your go-to-market plan, book a call with me at <a href=\"https:\/\/savvycal.com\/lillianpierson\/30-minute-group-conversation\" target=\"_blank\" rel=\"noopener\">https:\/\/savvycal.com\/lillianpierson\/30-minute-group-conversation<\/a>.<\/p>\n<div class=\"dm-cta-row\"><a class=\"dm-btn\" href=\"https:\/\/www.data-mania.com\/blog\/how-to-run-ai-search-visibility-gap-audit-standalone-method-template\/\">Run the AI visibility audit<\/a><a class=\"dm-btn-2\" href=\"https:\/\/savvycal.com\/lillianpierson\/30-minute-group-conversation\" target=\"_blank\" rel=\"noopener\">Run it with me<\/a><\/div>\n<\/div>\n<h2 id=\"dm-faq\">Frequently asked questions<\/h2>\n<div class=\"dm-faq\">\n<details>\n<summary>How can I make my brand more visible in AI-generated search results?<\/summary>\n<div class=\"dm-a\">\n<p>Start by monitoring how ChatGPT, Google AI Overviews, and Perplexity currently reference and cite you, because traditional SEO metrics won&#8217;t show you any of it. Use a tool from this list that tracks mentions, citations, and sentiment separately.<\/p>\n<p>Then work on the content itself. Clear structure, factual accuracy, consistent entity details, and schema markup all help AI systems interpret and trust your brand. Generative Engine Optimization adds the longer game, which is building authority signals and closing the topical gaps where competitors get cited instead of you.<\/p>\n<p>Consistent tracking, thoughtful content updates, and active reputation management are the three levers, and they compound.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>What&#8217;s the difference between traditional SEO and AI search optimization?<\/summary>\n<div class=\"dm-a\">\n<p>Traditional SEO improves your position on a search engine results page through keywords, backlinks, and technical work, and the goal is a click.<\/p>\n<p>AI search optimization gets your content accurately cited or referenced inside an AI-generated answer, which means the content has to be clear, factual, and structured so a model can interpret and recommend it. The goal is a mention you may never get a click from.<\/p>\n<p>You need both. As SE Ranking&#8217;s Eric Waterschoot puts it, GEO doesn&#8217;t replace SEO, it builds on it, and Morningscore&#8217;s data backs that up: 75% of sites cited in AI Overviews already rank in the top 12 organically.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>What are the best affordable AI search visibility tools for small businesses?<\/summary>\n<div class=\"dm-a\">\n<p>Start free with <strong>Mangools AI Search Grader<\/strong>, where a free account unlocks all 8 models and gives you a weighted score. Run <strong>Adamigo<\/strong> alongside it for a second data point.<\/p>\n<p>When you&#8217;re ready to pay, <strong>Otterly.AI at $29 a month<\/strong> is the cheapest honest entry point, and it includes six engines, a 25-point GEO audit, and unlimited team members. <strong>Knowatoa at $59 a month<\/strong> and <strong>Morningscore and ZipTie at $69 a month<\/strong> are the next tier up.<\/p>\n<p>If you already pay for Semrush, the $99 a month add-on is better value than any standalone tool at that price.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>Which AI visibility tools are actually free?<\/summary>\n<div class=\"dm-a\">\n<p>Three on this list have a real free option. <strong>Mangools AI Search Grader<\/strong> gives you all 8 models on a free account with limited searches. <strong>Adamigo AI Search Grader<\/strong> is free. <strong>Knowatoa<\/strong> offers a free plan with 10 questions on ChatGPT.<\/p>\n<p>Semrush, ZipTie, Morningscore, Similarweb, and Knowatoa also run free trials, which is a different thing and still useful when you&#8217;re building an internal case.<\/p>\n<\/div>\n<\/details>\n<details>\n<summary>Do I need a dedicated AI visibility tool if I already pay for an SEO platform?<\/summary>\n<div class=\"dm-a\">\n<p>Often not, and that&#8217;s the cheapest answer available to you. Semrush, Ahrefs, SE Ranking, Morningscore, and Rankability all sell AI visibility as an addition to a platform you may already have, which means one login and one invoice.<\/p>\n<p>You&#8217;d move to a specialist tool when you need engine coverage those platforms don&#8217;t offer, faster than monthly updates, or the server-level crawler data that Profound and Scrunch provide.<\/p>\n<\/div>\n<\/details>\n<\/div>\n<h2 id=\"dm-bottom\">The bottom line<\/h2>\n<p>By 2027, AI-driven search is expected to account for <strong>28% of global search traffic<\/strong>, and 60% of US adults already use AI to find information. Gartner forecasts a <strong>30% drop in traditional search volume<\/strong>. If your brand doesn&#8217;t show up in ChatGPT, Perplexity, or Google AI Overviews, you become invisible to a segment that&#8217;s growing every quarter.<\/p>\n<p>Pick one tool from the table above and run a baseline audit this week. Choose 25 to 50 high-intent prompts, see where you land against your competitors, and find the queries where they get cited and you don&#8217;t.<\/p>\n<p>AI search traffic converts at 4.4 times the rate of traditional organic search, so the arithmetic here is friendlier than most channels you&#8217;re considering right now.<\/p>\n<div class=\"dm-author\">\n<h2 style=\"scroll-margin-top:80px\">About the author<\/h2>\n<p>I&#8217;m <strong>Lillian Pierson, P.E.<\/strong>, founder of <a href=\"https:\/\/www.data-mania.com\/about-fractional-cmo-for-startups\/\">Data-Mania<\/a> and a fractional CMO for B2B data and AI companies. I&#8217;ve authored 11+ books including the <em>Data Science For Dummies<\/em> series, and I&#8217;ve trained more than 2 million professionals through LinkedIn Learning and O&#8217;Reilly.<\/p>\n<p>AI search visibility is one of the four playbooks I run inside client engagements, which is why I keep this comparison current rather than publishing it once and walking away. You can see <a href=\"https:\/\/www.data-mania.com\/case-studies\/\">how that work plays out<\/a>, or read <a href=\"#dm-method\">the methodology behind this ranking<\/a>.<\/p>\n<\/div>\n<h2>Related reading<\/h2>\n<ul>\n<li><a href=\"\/blog\/how-to-run-ai-search-visibility-gap-audit-standalone-method-template\/\">How to Run an AI Search Visibility Gap Audit (Standalone Method + Template)<\/a><\/li>\n<li><a href=\"\/blog\/ai-search-visibility-tools-buy-metrics-that-matter\/\">AI Search Visibility Tools &amp; Metrics: What to Buy (and the Metrics That Actually Matter)<\/a><\/li>\n<li><a href=\"\/blog\/best-ai-search-visibility-tools-use-case-agency-inhouse-earlystage-startup\/\">Best AI Search Visibility Tools by Use Case: Agency, In-House Team &amp; Early-Stage Startup<\/a><\/li>\n<li><a href=\"\/blog\/ai-search-ranking-optimization-steps\/\">AI Visibility: 5 Steps to Optimize for AI Search Ranking in 2026<\/a><\/li>\n<li><a href=\"\/blog\/optimize-ai-brand-visibility-ai-search\/\">AI Brand Visibility: How To Optimize Your Brand&#8217;s Visibility in AI Search<\/a><\/li>\n<li><a href=\"\/blog\/powerful-strategies-improve-brand-visibility-ai-search-engines\/\">7 Powerful Strategies That Improve Brand Visibility in AI Search Engines (with Examples)<\/a><\/li>\n<li><a href=\"\/blog\/ai-search-referral-traffic-benchmarks-2026-chatgpt-claude-gemini-b2b-sites\/\">AI Search Referral Traffic Benchmarks 2026<\/a><\/li>\n<li><a href=\"\/blog\/ai-search-visibility-benchmarks-2026-citation-rates-share-of-voice-b2b-saas\/\">AI Search Visibility Benchmarks 2026: Citation Rates &amp; Share of Voice for B2B SaaS<\/a><\/li>\n<li><a href=\"\/blog\/how-to-show-up-google-ai-overview-checklist-2026\/\">How to Show Up in Google AI Overviews (2026 Checklist)<\/a><\/li>\n<\/ul>\n<p><script>\n(function(){\n var root=document.getElementById('dm-compare'); if(!root) return;\n var btns=root.querySelectorAll('.dm-filters button');\n var rows=root.querySelectorAll('tbody tr[data-tags]');\n var empty=root.querySelector('.dm-empty');\n function apply(tag){\n  var shown=0;\n  for(var i=0;i<rows.length;i++){\n   var ok = tag==='all' || (' '+rows[i].getAttribute('data-tags')+' ').indexOf(' '+tag+' ')>-1;\n   rows[i].style.display = ok ? 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