{"id":2525,"date":"2026-07-27T18:53:41","date_gmt":"2026-07-27T18:53:41","guid":{"rendered":"https:\/\/crowdreply.io\/blog\/?p=2525"},"modified":"2026-09-06T12:36:13","modified_gmt":"2026-09-06T12:36:13","slug":"best-llm-visibility-tools","status":"publish","type":"post","link":"https:\/\/crowdreply.io\/blog\/best-llm-visibility-tools\/","title":{"rendered":"8 Best LLM Visibility Tools in 2026 (Tested &amp; Ranked)"},"content":{"rendered":"\n<div class=\"cr-article gb-element-fefa8d0d\">\n<style>.cr-tblwrap{overflow-x:auto;-webkit-overflow-scrolling:touch;max-width:100%}.cr-tblwrap .cr-table2{min-width:100%}.cr-tblwrap .cr-avc-3{min-width:560px}.cr-tblwrap .cr-avc-4{min-width:720px}.cr-tblwrap .cr-avc-5{min-width:880px}.cr-tblwrap .cr-avc-6{min-width:1040px}.cr-tblwrap .cr-avc-7{min-width:1200px}.cr-tblwrap .cr-avc-8{min-width:1360px}.cr-avc-2 .cr-tr2{grid-template-columns:1.4fr 1fr}.cr-avc-3 .cr-tr2{grid-template-columns:1.3fr 1fr 1fr}.cr-avc-4 .cr-tr2{grid-template-columns:1.3fr 1fr 1fr 1fr}.cr-avc-5 .cr-tr2{grid-template-columns:1.3fr 1fr 1fr 1fr 1fr}.cr-avc-6 .cr-tr2{grid-template-columns:1.3fr repeat(5,1fr)}.cr-avc-7 .cr-tr2{grid-template-columns:1.3fr repeat(6,1fr)}.cr-avc-8 .cr-tr2{grid-template-columns:1.3fr repeat(7,1fr)}<\/style>\n\n\n\n<div class=\"cr-callout gb-element-18361a11\">\n<div class=\"cr-callout-head gb-element-15c6406b\">\n<p class=\"cr-icon-24 cr-icon-24 gb-text-59451dfd\"><span class=\"gb-shape\"><svg width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M11.4234 6.6947C11.033 6.32491 10.7819 5.83197 10.7124 5.2988L10.3497 2.5241L7.89266 3.8615C7.42025 4.11892 6.87357 4.20569 6.34466 4.1072L3.59426 3.5942L4.10726 6.3446C4.20575 6.87351 4.11898 7.42019 3.86156 7.8926L2.52416 10.3496L5.29886 10.7123C5.83171 10.7821 6.3243 11.0331 6.69386 11.4233L8.61806 13.4546L9.82046 10.9283C10.0513 10.4428 10.4422 10.0516 10.9275 9.8204L13.4547 8.618L11.4234 6.6947ZM11.4459 11.7014L9.45416 15.8864C9.41648 15.9655 9.36011 16.0343 9.28991 16.0868C9.21971 16.1392 9.13779 16.1738 9.05123 16.1876C8.96467 16.2013 8.87606 16.1938 8.79307 16.1656C8.71008 16.1374 8.63519 16.0895 8.57486 16.0259L5.38706 12.6608C5.3019 12.571 5.18847 12.5132 5.06576 12.497L0.469463 11.8958C0.382624 11.8844 0.299871 11.852 0.228341 11.8014C0.156812 11.7509 0.0986529 11.6837 0.0588803 11.6056C0.0191078 11.5276 -0.00108452 11.441 0.000044902 11.3535C0.00117433 11.2659 0.0235916 11.1799 0.0653633 11.1029L2.28116 7.0313C2.34007 6.92241 2.35977 6.79659 2.33696 6.6749L1.48826 2.1182C1.47215 2.03195 1.47729 1.94308 1.50325 1.85926C1.52921 1.77545 1.5752 1.69922 1.63724 1.63718C1.69928 1.57514 1.77551 1.52915 1.85932 1.50319C1.94314 1.47723 2.03201 1.47209 2.11826 1.4882L6.67496 2.3369C6.79665 2.35971 6.92247 2.34001 7.03136 2.2811L11.103 0.0653037C11.18 0.0235207 11.2661 0.00112163 11.3537 0.000041045C11.4414 -0.00103954 11.528 0.0192309 11.606 0.0591016C11.6841 0.0989722 11.7513 0.157245 11.8018 0.228886C11.8523 0.300528 11.8846 0.383386 11.8959 0.470304L12.4971 5.0657C12.5132 5.18841 12.5711 5.30184 12.6609 5.387L16.026 8.5748C16.0895 8.63513 16.1375 8.71002 16.1657 8.79301C16.1938 8.876 16.2014 8.96461 16.1876 9.05117C16.1739 9.13773 16.1393 9.21965 16.0868 9.28985C16.0344 9.36005 15.9656 9.41642 15.8865 9.4541L11.7015 11.4458C11.5894 11.4991 11.4992 11.5894 11.4459 11.7014ZM12.1632 13.4357L13.4358 12.1631L17.2545 15.9809L15.981 17.2544L12.1632 13.4357Z\" fill=\"#F96F4B\"><\/path><\/svg><\/span><\/p>\n\n\n\n<span class=\"gb-text cr-label-md gb-text-5f470a8b\">Key Takeaways<\/span>\n<\/div>\n\n\n\n<div class=\"cr-divider gb-element-aaa3dd5a\"><\/div>\n\n\n\n<div class=\"cr-bullet-row gb-element-5b39a7d3\">\n<div class=\"cr-bullet-icon gb-element-e8ef57ba\">\n<span class=\"cr-icon-18 gb-text-5be62e02\"><span class=\"gb-shape\"><svg width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><circle cx=\"9\" cy=\"9\" r=\"5.4\" fill=\"#F96F4B\"><\/circle><circle cx=\"9\" cy=\"9\" r=\"4.4\" stroke=\"#FEE3D6\" stroke-width=\"2\"><\/circle><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-1431b97c\">CrowdReply is my #1 pick because it&#8217;s the only tool here that gets you named in the sources LLMs cite instead of simply charting the gap.<\/p>\n<\/div>\n\n\n\n<div class=\"cr-bullet-row gb-element-bb449f8d\">\n<div class=\"cr-bullet-icon gb-element-d1823e4a\">\n<span class=\"cr-icon-18 gb-text-5a1fed07\"><span class=\"gb-shape\"><svg width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><circle cx=\"9\" cy=\"9\" r=\"5.4\" fill=\"#F96F4B\"><\/circle><circle cx=\"9\" cy=\"9\" r=\"4.4\" stroke=\"#FEE3D6\" stroke-width=\"2\"><\/circle><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-c0acabe7\">For enterprise depth and model coverage specifically, my top recommendation is Profound.<\/p>\n<\/div>\n\n\n\n<div class=\"cr-bullet-row gb-element-620412bc\">\n<div class=\"cr-bullet-icon gb-element-12c09224\">\n<span class=\"cr-icon-18 gb-text-4e41672b\"><span class=\"gb-shape\"><svg width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><circle cx=\"9\" cy=\"9\" r=\"5.4\" fill=\"#F96F4B\"><\/circle><circle cx=\"9\" cy=\"9\" r=\"4.4\" stroke=\"#FEE3D6\" stroke-width=\"2\"><\/circle><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-55c89af8\">Beginners and teams virtually working without a budget should definitely give Peec AI a go.<\/p>\n<\/div>\n\n\n\n<div class=\"cr-bullet-row gb-element-0ee0d5af\">\n<div class=\"cr-bullet-icon gb-element-1df8b885\">\n<span class=\"cr-icon-18 gb-text-3c66e875\"><span class=\"gb-shape\"><svg width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><circle cx=\"9\" cy=\"9\" r=\"5.4\" fill=\"#F96F4B\"><\/circle><circle cx=\"9\" cy=\"9\" r=\"4.4\" stroke=\"#FEE3D6\" stroke-width=\"2\"><\/circle><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-72eb5d96\">For agencies, things are different: consider Frase, Scrunch AI and EverTune.<\/p>\n<\/div>\n\n\n\n<div class=\"cr-bullet-row gb-element-5a49c3ae\">\n<div class=\"cr-bullet-icon gb-element-9f521a1c\">\n<span class=\"cr-icon-18 gb-text-c5b2202f\"><span class=\"gb-shape\"><svg width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><circle cx=\"9\" cy=\"9\" r=\"5.4\" fill=\"#F96F4B\"><\/circle><circle cx=\"9\" cy=\"9\" r=\"4.4\" stroke=\"#FEE3D6\" stroke-width=\"2\"><\/circle><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-f7fbcb24\">Run your brand through ChatGPT and Perplexity today. The size of the gap you find decides which tool you actually need.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-60573844\">\n<div class=\"cr-block-6 gb-element-69d7598a\">\n<p class=\"gb-text cr-p-md gb-text-ab8d30fa\">I&#8217;ve lost count of the LLM visibility tools that turned out to be a dashboard and an invoice, so I tested the eight tools people shortlist, framed by one question:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-4a76eede\">\n<li class=\"gb-text gb-text-27771a94\"><span class=\"cr-strong\">When a buyer asks a model about your category, does it name you, and can the tool fix?<\/span><\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-9b16f466\">\n<p class=\"gb-text cr-p-md gb-text-c740381e\">The answer is in the table below, but before jumping into my conclusions, let&#8217;s learn a little bit more about what LLM visibility actually means:<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-88fa0d65\">\n<h2 id=\"llm-visibility-explained\" class=\"gb-text cr-h5 gb-text-9bad2eba\">LLM visibility explained<\/h2>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-98aaa75e\">LLM visibility is whether and how AI models name your brand when someone asks them a question. It gets measured as a mix of citation share, mention frequency and sentiment, covering large language models such as ChatGPT, Google AI Overviews, Perplexity, Gemini and Microsoft Copilot.<\/p>\n\n\n\n<h3 id=\"its-not-the-same-as-llm-observability\" class=\"gb-text cr-h6 gb-text-f0673cbe\">It&#8217;s not the same as LLM observability<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-dbe18441\">This trips people up constantly, so let me draw the line early. LLM observability is an engineering discipline: it watches your own model calls for latency, token cost and output quality, and it lives in tools like Datadog and LangSmith.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-5a5783c8\">That&#8217;s not this. LLM visibility is a marketing problem, not an infrastructure one. It watches how public models talk about your brand, not how your own models perform. If a vendor starts pitching you traces and eval dashboards, you&#8217;re in the wrong aisle.<\/p>\n\n\n\n<h3 id=\"geo-aeo-and-llm-seo-are-three-names-for-the-same-job\" class=\"gb-text cr-h6 gb-text-db59b030\">GEO, AEO and LLM SEO are three names for the same job<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-60f9f245\">The naming is a mess, so let&#8217;s get this straight before moving on: GEO stands for <a href=\"https:\/\/crowdreply.io\/blog\/what-is-generative-engine-optimization\/\">generative engine optimization<\/a>, AEO is answer engine optimization (the term most marketers actually say out loud) and LLM SEO is the same idea with a friendlier name.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-c33339fd\">Albeit different, the three acronyms describe the same task: getting your brand inside the answer instead of next to it. When I say LLM visibility in this piece, this is what I mean.<\/p>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-7cb46f72\">\n<div class=\"cr-block-6 gb-element-726361f3\">\n<h2 id=\"the-8-best-llm-visibility-tools-in-2026\" class=\"gb-text cr-h5 gb-text-2973351b\">The 8 best LLM visibility tools in 2026<\/h2>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-954a4273\">Here&#8217;s the whole field before the deep dives, so you can jump to your situation:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-b61ff983\">\n<li class=\"gb-text gb-text-1ef7e499\"><span class=\"cr-strong\">Best overall for teams that want to move the number:<\/span> CrowdReply<\/li>\n\n\n\n<li class=\"gb-text gb-text-3c54ac07\"><span class=\"cr-strong\">Best for enterprise depth and model coverage:<\/span> Profound<\/li>\n\n\n\n<li class=\"gb-text gb-text-df1b71c7\"><span class=\"cr-strong\">Best for fast, clean multi-region tracking:<\/span> Peec AI<\/li>\n\n\n\n<li class=\"gb-text gb-text-11bd9062\"><span class=\"cr-strong\">Best for an on-page action layer:<\/span> AthenaHQ<\/li>\n\n\n\n<li class=\"gb-text gb-text-d82fe0d6\"><span class=\"cr-strong\">Best cheap starting point:<\/span> Otterly.AI<\/li>\n\n\n\n<li class=\"gb-text gb-text-cba60f4c\"><span class=\"cr-strong\">Best for a low false-positive rate:<\/span> Ahrefs Brand Radar<\/li>\n\n\n\n<li class=\"gb-text gb-text-8e0d6e89\"><span class=\"cr-strong\">Best for client-ready reporting:<\/span> Semrush AI Visibility Toolkit<\/li>\n\n\n\n<li class=\"gb-text gb-text-c36f4a9f\"><span class=\"cr-strong\">Best for Google AI Overview audits:<\/span> ZipTie<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-a08db588\">\n<div class=\"cr-tblwrap gb-element-2a1eedf0\">\n<div class=\"cr-table2 cr-avc-5 gb-element-5984be7c\">\n<div class=\"cr-tr2 cr-tr2-head gb-element-9d53a72a\">\n<span class=\"gb-text cr-th2 gb-text-6e2f338d\">Tool<\/span>\n\n\n\n<span class=\"gb-text cr-th2 gb-text-19a95f07\">From (per month)<\/span>\n\n\n\n<span class=\"gb-text cr-th2 gb-text-4e1ca8dd\">Models tracked<\/span>\n\n\n\n<span class=\"gb-text cr-th2 gb-text-0f9fe36e\">What it does about it<\/span>\n\n\n\n<span class=\"gb-text cr-th2 gb-text-b4b61459\">Best for<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 gb-element-593bb2de\">\n<span class=\"gb-text cr-td2 gb-text-03a69504\"><span class=\"cr-strong\">CrowdReply<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-a76dc80b\"><span class=\"cr-strong\">$99<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-0b7c2929\"><span class=\"cr-strong\">7 (pick 2 up to all 7 by tier)<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-f87c6921\"><span class=\"cr-strong\">Off-site execution: gets you cited, fixes hallucinations<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-db4b943b\"><span class=\"cr-strong\">Mid-market teams that must move the number<\/span><\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 cr-tr2-alt gb-element-b208a93e\">\n<span class=\"gb-text cr-td2 gb-text-f11addf9\"><span class=\"cr-strong\">Profound<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-7b4a851e\">$99 (ChatGPT only)<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-e20f14e5\">Up to 10<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-601ec8e2\">Deep monitoring and analytics<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-cdcededc\">Enterprise depth<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 gb-element-592336e7\">\n<span class=\"gb-text cr-td2 gb-text-bda35a6c\"><span class=\"cr-strong\">Peec AI<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-2077b9ac\">$80<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-3e548a7f\">6 (3 base, extras paid)<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-8c1966d6\">Monitoring only<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-3248b84f\">Fast multi-region tracking<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 cr-tr2-alt gb-element-40eb9ce1\">\n<span class=\"gb-text cr-td2 gb-text-37980c24\"><span class=\"cr-strong\">AthenaHQ<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-d2136fe5\">Free, then $295<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-a68f5bb3\">Up to 9<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-e36d2565\">On-site content optimization<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-d0d52098\">On-page action layer<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 gb-element-3c90d143\">\n<span class=\"gb-text cr-td2 gb-text-9a80440e\"><span class=\"cr-strong\">Otterly.AI<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-64eaa94d\">$29<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-6f18bcf0\">4 (extras paid)<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-03f409ac\">Light audits and advice<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-078a06bb\">Cheapest start<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 cr-tr2-alt gb-element-d0a9a9ea\">\n<span class=\"gb-text cr-td2 gb-text-3ce06075\"><span class=\"cr-strong\">Ahrefs Brand Radar<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-a429fea4\">~$828 all-in<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-58ba7414\">6 (Google-skewed)<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-ce3c7fa5\">Monitoring only<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-d668821b\">Low false-positive rates<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 gb-element-ef7ab85a\">\n<span class=\"gb-text cr-td2 gb-text-9c51f92c\"><span class=\"cr-strong\">Semrush AI Toolkit<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-4edbe9a7\">$99 add-on<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-fec4f01e\">4 to 5 (expanding)<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-c04af0ff\">Monitoring plus generic recs<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-82aa3b4b\">Client-ready, out-of-the-box reporting<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 cr-tr2-alt gb-element-189f557d\">\n<span class=\"gb-text cr-td2 gb-text-0520335a\"><span class=\"cr-strong\">ZipTie<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-3ef68eba\">$69<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-b5ec6ace\">3<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-231db3c9\">On-site optimization briefs<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-6fe2972c\">Google AI Overview audits<\/span>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-72961403\">\n<p class=\"gb-text cr-p-md gb-text-8a0a0533\">Now the deep dives, in order:<\/p>\n\n\n\n<h3 id=\"1-crowdreply-best-for-moving-the-number-not-just-watching-it\" class=\"gb-text cr-h6 gb-text-ab824fc9\">1. CrowdReply: best for moving the number, not just watching it<\/h3>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"410\" class=\"gb-media-b25d394c gb-media-b25d394c\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/crowdreply-homepage-1024x410.jpg\" alt=\"screenshot of crowdreply&apos;s homepage\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/crowdreply-homepage-1024x410.jpg 1024w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/crowdreply-homepage-300x120.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/crowdreply-homepage-768x307.jpg 768w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/crowdreply-homepage.jpg 1110w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-05e5b6af\">\n<div class=\"cr-block-6 gb-element-a868d8ca\">\n<p class=\"gb-text cr-p-md gb-text-13f757b5\">CrowdReply is the one tool here built to close the visibility gap off your own site, not just report it. If you&#8217;ve confirmed you have a problem and the question is now &#8220;how do we actually fix it,&#8221; this is where I&#8217;d start.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-7920c47c\"><span class=\"cr-strong\">What is it?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-290215db\">\n<li class=\"gb-text gb-text-b45c047f\">CrowdReply tracks where models recommend you daily, across up to seven engines, then hands you the workflow to change the answer.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-e6325a5f\">\n<p class=\"gb-text cr-p-md gb-text-776490b6\">The tracking half looks like everyone else&#8217;s: share of voice, competitor leaderboards, sentiment, which sources feed each answer, etc. The other half is what nobody else ships.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-01cc9c01\"><span class=\"cr-strong\">What stood out?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-a3e5c1e7\">\n<li class=\"gb-text gb-text-314fa4bc\">When I set up a brand and its three closest competitors, the citation-gap view showed me the exact Reddit threads and editorial pages a model was pulling from to name the competitors and skip me.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-6b634a79\">\n<p class=\"gb-text cr-p-md gb-text-bb953d67\">Most tools stop there and leave the doing to you, but CrowdReply keeps going.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-b9789777\">Its Engagement Engine places your brand into those conversations through platform-native accounts, the <a href=\"https:\/\/crowdreply.io\/features\/backlinks-marketplace\">Backlinks Marketplace<\/a> sources and places editorial links for you from vetted publishers and the Brand Knowledge fixer works on a wrong fact about you until the model&#8217;s answer updates.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-660e7962\"><span class=\"cr-strong\">What made me come back?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-64cf7f7b\">\n<li class=\"gb-text gb-text-e4ced348\">The whole loop lives in one place. I could spot a gap, order the fix and watch the citation change without exporting a CSV into three other tools.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-ea04979d\">\n<p class=\"gb-text cr-p-md gb-text-542540b5\">Since only about <a href=\"https:\/\/www.linkedin.com\/posts\/perrysteward_new-data-only-17-of-google-ai-overview-activity-7445772161442623488-xIh8\" target=\"_blank\" rel=\"noopener\">17% of AI citations come from pages that rank in the organic top 10<\/a>, the sources you need are usually ones you don&#8217;t control. A tool that only edits your own site can&#8217;t reach them.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-2201d7b9\"><span class=\"cr-strong\">How much does it cost?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-3e09e271\">\n<li class=\"gb-text gb-text-5e6a2a6c\">Starter is $99\/mo, Growth is $299\/mo and Enterprise starts at $499\/mo, with engagement credits bundled into every tier and the model count scaling from two up to all seven.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-a4fd41ba\">\n<p class=\"gb-text cr-p-md gb-text-d8154cea\">The trade-off is that credits are consumable, so real cost tracks how much off-site placement you actually run.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-8b1bc984\"><span class=\"cr-strong\">Where does it fall short?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-b144736c\">\n<li class=\"gb-text gb-text-2c421c09\">It&#8217;s been picked over by far fewer public reviewers than Profound or Peec AI, which have had a year longer under the microscope. Moreover, CrowdReply carries a Reddit-and-Quora heritage that can read as &#8220;a Reddit tool&#8221; if you haven&#8217;t seen where the product went.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-04928129\">\n<p class=\"gb-text cr-p-md gb-text-4cb04275\">In other words? If you want something a thousand strangers have already stress-tested before you touch it, please keep in mind that CrowdReply&#8217;s track record is still being written.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-f2362999\"><span class=\"cr-strong\">Who is it for?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-718947d3\">\n<li class=\"gb-text gb-text-48c5914b\">Mid-market B2B SaaS growth and SEO teams that will act on citation gaps in-house rather than hand them to an agency. If that&#8217;s you, <a href=\"https:\/\/crowdreply.io\/signup\">start here<\/a>!<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-fe75b4c7\">\n<h3 id=\"2-profound-best-for-enterprise-depth-and-model-coverage\" class=\"gb-text cr-h6 gb-text-bb9dd59d\">2. Profound: best for enterprise depth and model coverage<\/h3>\n<\/div>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"362\" class=\"gb-media-d92b8f16 gb-media-d92b8f16\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/profound-homepage-1024x362.jpg\" alt=\"screenshot of the homepage of profound\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/profound-homepage-1024x362.jpg 1024w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/profound-homepage-300x106.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/profound-homepage-768x271.jpg 768w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/profound-homepage.jpg 1041w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-717b6880\">\n<div class=\"cr-block-6 gb-element-8c8aa381\">\n<p class=\"gb-text cr-p-md gb-text-dbbf31f4\">Profound is the polished, well-funded enterprise option, and it&#8217;s the one I&#8217;d send a Fortune 500 marketing team to. The data is the deepest in the set, and the model coverage is the widest.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-2fbcb569\"><span class=\"cr-strong\">What stood out?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-d95ce058\">\n<li class=\"gb-text gb-text-fc5b3830\">Coverage goes up to ten engines on the top tier and the Prompt Volumes feature surfaces the real questions users ask through an opted-in panel, which reads like keyword research for AI.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-7ab67d56\">\n<p class=\"gb-text cr-p-md gb-text-98f6b243\">With Profound, you can see which sources feed a rival&#8217;s citations and diff them against yours; small competitors simply can&#8217;t replicate that panel data.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-4495528b\"><span class=\"cr-strong\">Where does it fall short?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-293324d2\">\n<li class=\"gb-text gb-text-af328ee6\">Profound measures beautifully and then leaves the next move to you. The insights are strong, but you still need a strategist to act on them (it&#8217;s an analytics platform, not a do-it-for-you machine). The learning curve is also steep.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-bc5dde5e\">\n<p class=\"gb-text cr-p-md gb-text-0dd1959a\"><span class=\"cr-strong\">How much does it cost?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-ebe17dd0\">\n<li class=\"gb-text gb-text-2dd1ab51\">Starter is $99\/mo but only watches ChatGPT with 50 prompts, and you&#8217;re at $399\/mo on Growth before you get three engines. Enterprise is a custom sales call for the full ten-engine coverage.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-880fdad5\">\n<p class=\"gb-text cr-p-md gb-text-8c08f404\">One thing to watch out for: the realistic entry for a serious team is the $399 tier, not the headline $99.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-5099f5f4\"><span class=\"cr-strong\">Who is it for?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-47d3d029\">\n<li class=\"gb-text gb-text-b0eb627c\">Enterprise and upper-mid-market teams with a real budget and an analytics function to act on the data. If that&#8217;s not you, buying Profound can easily be a waste of money.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-0ea707b4\">\n<h3 id=\"3-peec-ai-best-for-fast-clean-multiregion-tracking\" class=\"gb-text cr-h6 gb-text-774e8645\">3. Peec AI: best for fast, clean multi-region tracking<\/h3>\n<\/div>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"379\" class=\"gb-media-d9c3b901 gb-media-d9c3b901\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/peec-ai-homepage-1024x379.jpg\" alt=\"screenshot of the peec ai homepage\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/peec-ai-homepage-1024x379.jpg 1024w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/peec-ai-homepage-300x111.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/peec-ai-homepage-768x285.jpg 768w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/peec-ai-homepage.jpg 1212w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-19a1ec5a\">\n<div class=\"cr-block-6 gb-element-5aa263f5\">\n<p class=\"gb-text cr-p-md gb-text-690b8145\">Peec AI is the cleanest pure-monitoring tracker in the set and it&#8217;s the one I&#8217;d hand a data-minded SEO team that wants a tidy dashboard and nothing they didn&#8217;t ask for. It&#8217;s Berlin-built and the multi-country work is a real strength.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-a2b38455\"><span class=\"cr-strong\">What stood out?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-7868887a\">\n<li class=\"gb-text gb-text-92f93bc4\">Tracking held up across models and regions with a fast daily refresh when I ran it and the Looker Studio plumbing on the higher tier is the cleanest I saw for piping the data into a client report.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-037f75e4\">\n<p class=\"gb-text cr-p-md gb-text-cb31439b\">Moreover, seats are unlimited on every tier and pricing is per workspace, which is agency-friendly economics.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-9ea2ace6\"><span class=\"cr-strong\">Where does it fall short?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-a6c53749\">\n<li class=\"gb-text gb-text-933bbc98\">I ran into the same issue I had with Profound: Peec AI is monitoring, not optimization. Ask it what to actually do about a gap and there&#8217;s nothing there, no action layer and no fix step. You also get three base models, with Claude, Grok and DeepSeek billed as paid extras.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-9b3adb8b\">\n<p class=\"gb-text cr-p-md gb-text-7f484cab\"><span class=\"cr-strong\">How much does it cost?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-57600d5b\">\n<li class=\"gb-text gb-text-a5db7d3f\">Public at $80\/mo Starter, $205\/mo Pro and $420\/mo Advanced, with Enterprise custom. Entry prompt caps are tight at 50, so heavy prompt sets push you up the tiers fast.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-6a4948df\">\n<p class=\"gb-text cr-p-md gb-text-a522501e\"><span class=\"cr-strong\">Who is it for?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-5388950a\">\n<li class=\"gb-text gb-text-ec6965eb\">Mid-market brands and agencies that want fast, clean multi-region tracking and already have people in-house to act on the data.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-d7776536\">\n<h3 id=\"4-athenahq-best-for-an-onpage-action-layer\" class=\"gb-text cr-h6 gb-text-45ebf3bf\">4. AthenaHQ: best for an on-page action layer<\/h3>\n<\/div>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"404\" class=\"gb-media-22d61cf5 gb-media-22d61cf5\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/athenahq-homepage-1024x404.jpg\" alt=\"screenshot of the homepage of athenahq\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/athenahq-homepage-1024x404.jpg 1024w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/athenahq-homepage-300x118.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/athenahq-homepage-768x303.jpg 768w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/athenahq-homepage.jpg 1056w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-0853edc2\">\n<div class=\"cr-block-6 gb-element-8252009a\">\n<p class=\"gb-text cr-p-md gb-text-a15490f8\">AthenaHQ is the most action-oriented of the monitors, and it&#8217;s the one I&#8217;d give a team that wants more than a chart but isn&#8217;t ready to hand off execution. It&#8217;s built by ex-Google Search and DeepMind founders, and the methodology feels credible because of it.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-8c3e4a35\"><span class=\"cr-strong\">What stood out?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-ddf8744b\">\n<li class=\"gb-text gb-text-39eb0c62\">On top of cross-engine tracking across up to nine models, it ships a content-optimization agent that drafts fixes for your own pages, plus hallucination detection and competitor-impersonation tracking.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-47fdcbed\">\n<p class=\"gb-text cr-p-md gb-text-52919c5e\">The dashboard is easy enough that an ops person picks it up in a day and there&#8217;s even a free Essential tier with five engines to test it on.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-8efde7b9\"><span class=\"cr-strong\">Where does it fall short?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-59b806ef\">\n<li class=\"gb-text gb-text-52335168\">The action is on-page content, not off-site placement, it tells you which subreddits and pages to target, but you still send the outreach yourself and the deep agentic features get gated behind Enterprise.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-982af936\">\n<p class=\"gb-text cr-p-md gb-text-d8a5b8c7\"><span class=\"cr-strong\">How much does it cost?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-7996597e\">\n<li class=\"gb-text gb-text-7d3b2b0a\">Free Essential tier with 300 credits, then $295\/mo Starter ($245 annual) for up to nine models and the on-page action layer. Enterprise is custom for the citation engine and deep-research agent.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-cd6c3528\">\n<p class=\"gb-text cr-p-md gb-text-a4414d0d\"><span class=\"cr-strong\">Who is it for?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-6d182b07\">\n<li class=\"gb-text gb-text-57d34d69\">Buyers who want an on-page content-optimization layer rather than just measurement, especially on Shopify and GA4 stacks, with hallucination tracking as a first-order need.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-b9f2f5ec\">\n<h3 id=\"5-otterlyai-best-for-the-cheapest-honest-start\" class=\"gb-text cr-h6 gb-text-9eef52b9\">5. Otterly.AI: best for the cheapest, honest start<\/h3>\n<\/div>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"989\" height=\"489\" class=\"gb-media-e6ebcdbc gb-media-e6ebcdbc\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/otterly-ai-homepage.jpg\" alt=\"screenshot of the homepage of otterly.ai\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/otterly-ai-homepage.jpg 989w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/otterly-ai-homepage-300x148.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/otterly-ai-homepage-768x380.jpg 768w\" sizes=\"auto, (max-width: 989px) 100vw, 989px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-b94c33d7\">\n<div class=\"cr-block-6 gb-element-a4cee09a\">\n<p class=\"gb-text cr-p-md gb-text-2f37608b\">Otterly.AI is the tool I recommend to founders who have never tracked LLM visibility before. It&#8217;s cheap, it&#8217;s transparent and it&#8217;s low-commitment. In sum, the right way to start!<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-3d0f288a\"><span class=\"cr-strong\">What stood out?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-9ab77348\">\n<li class=\"gb-text gb-text-78271ae4\">The big pro is that, at $29\/mo for the Lite tier, there&#8217;s almost no financial risk to running your first baseline, and first reports surfaced within an hour of signup.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-dead7de4\">\n<p class=\"gb-text cr-p-md gb-text-4dcd3c16\">Additionally, the interface is clean and the GEO Audit it produces is a genuinely useful read on where you stand and the Looker Studio connector is a nice touch at this price.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-82d78027\"><span class=\"cr-strong\">Where does it fall short?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-90007bde\">\n<li class=\"gb-text gb-text-6fe4bd49\">Otterly.AI advises&#8230; it doesn&#8217;t execute. You get audits, recommendations and briefs, but nobody&#8217;s building anything for you.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-26783c2d\">\n<p class=\"gb-text cr-p-md gb-text-157c261e\">Prompt caps are also low on Lite, sitting at just 15, and the tool covers four base engines with Gemini, Claude and AI Mode as paid add-ons that quietly drift your bill up.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-32895e99\"><span class=\"cr-strong\">How much does it cost?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-f72c03c5\">\n<li class=\"gb-text gb-text-13e4368b\">Published at $29\/mo Lite, $189\/mo Standard and $489\/mo Premium, with a 15% annual discount.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-2a718c37\">\n<p class=\"gb-text cr-p-md gb-text-8e624285\"><span class=\"cr-strong\">Who is it for?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-ce98ecf0\">\n<li class=\"gb-text gb-text-0904826b\">Solo founders, freelancers and small in-house teams on a tight budget who are new to this and have the capacity to act on the insights themselves. If that&#8217;s you, it&#8217;s the easiest yes in the category!<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-dbea071f\">\n<h3 id=\"6-ahrefs-brand-radar-best-for-low-falsepositive-rates\" class=\"gb-text cr-h6 gb-text-0c8d628c\">6. Ahrefs Brand Radar: best for low false-positive rates<\/h3>\n<\/div>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"408\" class=\"gb-media-60f8d573 gb-media-60f8d573\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ahrefs-brand-radar-homepage-1024x408.jpg\" alt=\"screenshot of the landing page for ahrefs brand radar\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ahrefs-brand-radar-homepage-1024x408.jpg 1024w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ahrefs-brand-radar-homepage-300x119.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ahrefs-brand-radar-homepage-768x306.jpg 768w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ahrefs-brand-radar-homepage.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-d510973e\">\n<div class=\"cr-block-6 gb-element-2fdc0bdc\">\n<p class=\"gb-text cr-p-md gb-text-a2bc05b8\">Brand Radar is the strongest pick if Ahrefs is already in your stack. It&#8217;s a research-database read on LLM visibility that sits right inside Site Explorer, next to your SEO data.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-c38fab20\"><span class=\"cr-strong\">What stood out?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-f59a6239\">\n<li class=\"gb-text gb-text-b83204cc\">The prompt index is search-backed, built from real query demand rather than synthetic prompts, so the false-positive rate is low. It&#8217;s the most accurate I tested on Google AI Overviews specifically, and it uniquely tracks mentions across YouTube, TikTok and Reddit that the pure-play tools skip.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-39b98bfc\">\n<p class=\"gb-text cr-p-md gb-text-78f66d5a\">I cannot tell you how convenient it is to see AI and SEO data in one single pane.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-2f52f8f1\"><span class=\"cr-strong\">Where does it fall short?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-8ddcc3e4\">\n<li class=\"gb-text gb-text-f150e056\">The real cost is buried. Brand Radar isn&#8217;t standalone, so full access runs around $828\/mo once you stack the $199-plus add-on on top of a $129 base plan.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-88e15bf5\">\n<p class=\"gb-text cr-p-md gb-text-8485c20e\">The data skews hard toward Google surfaces, with thinner ChatGPT and Perplexity coverage and no Claude or Grok, and&#8230; the add-on is monitoring only.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-59c097fd\"><span class=\"cr-strong\">How much does it cost?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-4196763c\">\n<li class=\"gb-text gb-text-ddfea333\">A $129\/mo base Ahrefs plan plus the Brand Radar add-on from $199\/mo per platform, or $699\/mo for all six AI platforms bundled.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-9669a962\">\n<p class=\"gb-text cr-p-md gb-text-fe44eb7c\">All-in lands around $828 to $1,148\/mo for most teams, roughly 2.5 times a dedicated tool!<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-aede46ae\"><b>Who is it for?<\/b><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-9f394974\">\n<li class=\"gb-text gb-text-fb744a8f\">SEO teams already inside Ahrefs who mainly care about Google AI Overviews, want AI mentions and web mentions in one workspace and can absorb the add-on cost.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-fcba3965\">\n<h3 id=\"7-semrush-ai-visibility-toolkit-best-for-clientready-reporting\" class=\"gb-text cr-h6 gb-text-67a2891d\">7. Semrush AI Visibility Toolkit: best for client-ready reporting<\/h3>\n<\/div>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"988\" height=\"445\" class=\"gb-media-c5032bbc gb-media-c5032bbc\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/semrush-ai-toolkit-landing-page.jpg\" alt=\"screenshot of the landing page of semrush ai toolkit\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/semrush-ai-toolkit-landing-page.jpg 988w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/semrush-ai-toolkit-landing-page-300x135.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/semrush-ai-toolkit-landing-page-768x346.jpg 768w\" sizes=\"auto, (max-width: 988px) 100vw, 988px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-1b7132a4\">\n<div class=\"cr-block-6 gb-element-16d65afb\">\n<p class=\"gb-text cr-p-md gb-text-2be5a608\">The Semrush AI Toolkit is the convenient choice if your team already opens Semrush every morning because it folds LLM visibility into the suite you&#8217;re already paying for. The thing that really got me going, however, is the excellent client-ready, out-of-the-box reporting.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-04ecb6d9\"><span class=\"cr-strong\">What stood out?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-76ac1299\">\n<li class=\"gb-text gb-text-ceab19d1\">Everything stays in one place, and the workflow runs from prompt research to competitor benchmarking to an AI Search Site Audit that prioritizes crawlability fixes.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-1cf93bc7\">\n<p class=\"gb-text cr-p-md gb-text-c6caa784\">The AI Visibility Toolkit is backed by one of the largest US prompt databases built from real queries, so the dashboards are presentation-ready for agencies.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-3dd17d5d\"><span class=\"cr-strong\">Where does it fall short?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-bf0cba6e\">\n<li class=\"gb-text gb-text-da244cb9\">The base plan caps you at 25 tracked prompts, and the add-ons stack the true cost fast. The $99 is the annual rate shown per month, so paying month to month costs more.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-ec49f0e1\">\n<p class=\"gb-text cr-p-md gb-text-205d05f6\">In addition to the high cost, AI Visibility Toolkit&#8217;s engine coverage is still expanding (lagging the dedicated tools) and the auto-generated recommendations skew generic.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-e7ec60ca\"><span class=\"cr-strong\">How much does it cost?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-66353590\">\n<li class=\"gb-text gb-text-b249c77d\">A $99\/mo add-on per domain sitting on top of your existing Semrush plan, with report packages and extra prompts billed on top. The add-on has no free trial of its own.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-8f351349\">\n<p class=\"gb-text cr-p-md gb-text-0d06a2b2\"><span class=\"cr-strong\">Who is it for?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-7193ae83\">\n<li class=\"gb-text gb-text-bf29a365\">Established brands and agencies already standardized on Semrush who want LLM visibility folded into an existing workflow with reporting they can hand a client.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-6dbcbb96\">\n<h3 id=\"8-ziptie-best-for-google-ai-overview-audits\" class=\"gb-text cr-h6 gb-text-d9d7867b\">8. ZipTie: best for Google AI Overview audits<\/h3>\n<\/div>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"365\" class=\"gb-media-97c76e1b gb-media-97c76e1b\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ziptie-homepage-1024x365.jpg\" alt=\"screenshot of the ziptie homepage\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ziptie-homepage-1024x365.jpg 1024w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ziptie-homepage-300x107.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ziptie-homepage-768x274.jpg 768w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/ziptie-homepage.jpg 1397w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-95aa847f\">\n<div class=\"cr-block-6 gb-element-d7f9dd18\">\n<p class=\"gb-text cr-p-md gb-text-2f485cd9\">ZipTie is the indie tracker with the sharpest Google AI Overview detection, and it&#8217;s the one I&#8217;d give to a technical SEO who lives in AI Overviews specifically. It renders results in a real browser instead of approximating through an API, and that accuracy shows.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-15ec46d9\"><span class=\"cr-strong\">What stood out?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-fff6cf61\">\n<li class=\"gb-text gb-text-4cf4e1ed\">The AI Overview detection is the most accurate I tested, and you get the full answer, the citation set and a downloadable screenshot as evidence. If you want to <a href=\"https:\/\/crowdreply.io\/blog\/how-to-rank-in-ai-overviews\/\">rank in AI Overviews<\/a>, ZipTie can be surprisingly helpful.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-06d1b88f\">\n<p class=\"gb-text cr-p-md gb-text-c3559aef\">ZipTie&#8217;s screenshot-evidence capture is the best in the set for client deliverables and its content-optimization module turns each citation gap into a per-page brief. In other words, ZipTie <em>acts<\/em>, and it does it on-site.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-d3d3e6c4\"><span class=\"cr-strong\">Where does it fall short?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-cc57fae9\">\n<li class=\"gb-text gb-text-8aa3fcb4\">It only covers three engines, Google AI Overviews, ChatGPT and Perplexity, with no Gemini, Claude or Copilot. If you need multi-engine coverage, that&#8217;s a dealbreaker on its own.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-4f35422f\">\n<p class=\"gb-text cr-p-md gb-text-656e3f8e\"><span class=\"cr-strong\">How much does it cost?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-92e41c81\">\n<li class=\"gb-text gb-text-475503d2\">ZipTie is transparent and cheap at $69\/mo Basic, $99\/mo Standard and $159\/mo Pro, with a 14-day free trial. Basic includes 500 AI search checks a month, where one check covers all three engines for a prompt.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-37cc90c1\">\n<p class=\"gb-text cr-p-md gb-text-006f037b\">Watch out, though, as pricing is check-based and effectively single-seat on standard plans, meaning it scales badly for agencies.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-e6c0ceb9\"><b>Who is it for? <\/b><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-770130cb\">\n<li class=\"gb-text gb-text-ba40a89f\">Solo consultants and small SEO teams focused on Google AI Overviews who want per-page optimization guidance and reproducible evidence, not just a chart.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-e2ae34c2\">\n<h2 id=\"what-each-tool-actually-costs-in-2026\" class=\"gb-text cr-h5 gb-text-2e216e51\">What each tool <em>actually<\/em> costs in 2026<\/h2>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-bc1fd18f\">Unfortunately, the editorial pricing for these tools is all over the place, and half of it is stale&#8230; I saw Profound quoted as both $499\/mo and $82.50\/mo on the same search page, for example!<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-2974710c\">It can be hard to keep track of prices, so here&#8217;s what each LLM visibility tool I tested <em>actually<\/em> costs:<\/p>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-4ea65e60\">\n<div class=\"cr-tblwrap gb-element-b4347f55\">\n<div class=\"cr-table2 cr-avc-4 gb-element-70ad97c0\">\n<div class=\"cr-tr2 cr-tr2-head gb-element-740346ad\">\n<span class=\"gb-text cr-th2 gb-text-a2912e60\">Tool<\/span>\n\n\n\n<span class=\"gb-text cr-th2 gb-text-c736c260\">Entry price<\/span>\n\n\n\n<span class=\"gb-text cr-th2 gb-text-837f8e07\">Prompts or checks at entry<\/span>\n\n\n\n<span class=\"gb-text cr-th2 gb-text-d807bf4e\">Notes<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 gb-element-cafcbe6b\">\n<span class=\"gb-text cr-td2 gb-text-c20130f2\"><em>(ordered by starter cost)<\/em><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-0a54c98b\"><em>(as of mid-2026)<\/em><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-571b2379\"><em>(starter plans)<\/em><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-df439cd6\"><em>(worth knowing)<\/em><\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 cr-tr2-alt gb-element-7c399754\">\n<span class=\"gb-text cr-td2 gb-text-c619b596\"><span class=\"cr-strong\">Otterly.AI<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-0aa74e7c\">$29\/mo<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-3bea6e19\">15 prompts<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-73244b18\">Extra engines are paid add-ons<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 gb-element-cad00c20\">\n<span class=\"gb-text cr-td2 gb-text-e3303374\"><span class=\"cr-strong\">ZipTie<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-b2a1ff8f\">$69\/mo<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-6ae37611\">500 checks<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-ecf05de7\">Single seat on standard plans<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 cr-tr2-alt gb-element-9efce04c\">\n<span class=\"gb-text cr-td2 gb-text-b2a928ab\"><span class=\"cr-strong\">Peec AI<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-25c4df21\">$80\/mo<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-423510fd\">50 prompts<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-3c23176b\">3 base models, unlimited seats<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 gb-element-502507fa\">\n<span class=\"gb-text cr-td2 gb-text-783b9811\"><span class=\"cr-strong\">CrowdReply<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-8ad056ff\">$99\/mo<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-06182989\">20 prompts<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-7a009e50\">Pick 2 models, $50 credits bundled<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 cr-tr2-alt gb-element-85744498\">\n<span class=\"gb-text cr-td2 gb-text-01469c26\"><span class=\"cr-strong\">Profound<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-740d4162\">$99\/mo<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-9fecfb66\">50 prompts<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-f5fb1841\">Starter is ChatGPT only<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 gb-element-2f5d518b\">\n<span class=\"gb-text cr-td2 gb-text-ab099a31\"><span class=\"cr-strong\">Semrush AI Toolkit<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-0be85662\">$99\/mo<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-7afa9433\">25 prompts<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-b8544d1f\">Sits on your Semrush plan<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 cr-tr2-alt gb-element-76a7b681\">\n<span class=\"gb-text cr-td2 gb-text-ef768651\"><span class=\"cr-strong\">AthenaHQ<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-3df21429\">Free, then $295\/mo<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-4dad6169\">300 credits free<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-556078d3\">5 engines free, 9 on Starter<\/span>\n<\/div>\n\n\n\n<div class=\"cr-tr2 gb-element-1d4501bb\">\n<span class=\"gb-text cr-td2 gb-text-03d7d90c\"><span class=\"cr-strong\">Ahrefs Brand Radar<\/span><\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-296979b3\">~$828\/mo all-in<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-b8559d7a\">2,500 checks<\/span>\n\n\n\n<span class=\"gb-text cr-td2 gb-text-d707c7fa\">$129 base plus a $199+ add-on<\/span>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-a43d60f6\">\n<h2 id=\"other-tools-worth-knowing-5-honorable-mentions\" class=\"gb-text cr-h5 gb-text-5c69db4b\">Other tools worth knowing: 5 honorable mentions<\/h2>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"397\" class=\"gb-media-5fcbf4de gb-media-5fcbf4de\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/frase-homepage-1024x397.jpg\" alt=\"screenshot of frase&apos;s homepage\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/frase-homepage-1024x397.jpg 1024w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/frase-homepage-300x116.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/frase-homepage-768x297.jpg 768w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/frase-homepage.jpg 1384w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-b1ce8e1e\">\n<div class=\"cr-block-6 gb-element-ac017529\">\n<p class=\"gb-text cr-p-md gb-text-d3c2f27b\">These didn&#8217;t make the main eight, but they&#8217;re worth a line so you know where they sit:<\/p>\n<\/div>\n\n\n\n<ol class=\"cr-ol gb-element-e00bc30e\">\n<li class=\"gb-text gb-text-70412cae\"><span class=\"cr-strong\">Frase<\/span> is a content-optimization platform that added an LLM visibility module, best if you want SEO and GEO scoring inside one writing workflow. From $39\/mo yearly, with on-site optimization.<\/li>\n\n\n\n<li class=\"gb-text gb-text-763dd03b\"><span class=\"cr-strong\">Scrunch AI<\/span> is an enterprise-leaning monitor with a product and shopping angle for AI search, from around $250\/mo (please confirm the model count with Scrunch directly before you commit).<\/li>\n\n\n\n<li class=\"gb-text gb-text-37119c2c\"><span class=\"cr-strong\">EverTune<\/span> is an enterprise platform with a data-science bent and an AI-advertising path, sales-led from around $800\/mo. Great for a Fortune 500 brand team, overkill for everyone else (a good Profound alternative too).<\/li>\n\n\n\n<li class=\"gb-text gb-text-68c72fce\"><span class=\"cr-strong\">Rankscale<\/span> is the widest engine coverage in the set, tracking 17-plus models with no per-engine upsell, from free up to $99\/mo. Worth a look if broad coverage matters more than depth.<\/li>\n\n\n\n<li class=\"gb-text gb-text-7cd8daa6\"><span class=\"cr-strong\">Conductor<\/span> is a legacy enterprise SEO platform that folded an AEO layer and agents into the same seat, with sales-led pricing and no public number.<\/li>\n<\/ol>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-d15e11c8\">\n<div class=\"cr-block-6 gb-element-677e437a\">\n<h2 id=\"tools-for-agencies-vs-inhouse-teams\" class=\"gb-text cr-h5 gb-text-26de3c76\">Tools for agencies vs. in-house teams<\/h2>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-89074303\">Agencies have a different problem than in-house teams:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-a0b0d103\">\n<li class=\"gb-text gb-text-50a59aa9\"><span class=\"cr-strong\">For in-house teams<\/span>, it&#8217;s all about &#8220;is my brand visible?&#8221;<\/li>\n\n\n\n<li class=\"gb-text gb-text-184d129f\"><span class=\"cr-strong\">For agencies<\/span>, it&#8217;s all about multi-client management, white-label reporting and per-seat economics that don&#8217;t blow up your margin.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-d9c9d80a\">\n<p class=\"gb-text cr-p-md gb-text-a37fd3f7\">The honest gap across the category is that white-label, multi-client reporting is still thin, so agencies often end up having to stitch two tools together. So, which LLM visibility tool should agencies go for?<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-1f487cf9\">These are my three top recommendations for agencies specifically:<\/p>\n<\/div>\n\n\n\n<ol class=\"cr-ol gb-element-eb4d35f0\">\n<li class=\"gb-text gb-text-6834cfaa\"><span class=\"cr-strong\">Profound<\/span> (enterprise-level multi-brand depth)<\/li>\n\n\n\n<li class=\"gb-text gb-text-ff2f0fcd\"><span class=\"cr-strong\">AthenaHQ<\/span> (similar brand depth and reporting)<\/li>\n\n\n\n<li class=\"gb-text gb-text-a5eb950e\"><span class=\"cr-strong\">Peec AI<\/span> (unlimited seats and transparent per-workspace pricing)<\/li>\n<\/ol>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-cab112f8\">\n<div class=\"cr-block-6 gb-element-11d3a94f\">\n<h2 id=\"how-i-judged-these-tools\" class=\"gb-text cr-h5 gb-text-4521ea86\">How I judged these tools<\/h2>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-7b00711f\">I stopped scoring these on monitoring features. Monitoring is table stakes now. Every tool below tracks your prompts well enough, so the dashboard is not where the real differences live; <span class=\"cr-strong\">these five things are<\/span>:<\/p>\n\n\n\n<h3 id=\"1-model-coverage\" class=\"gb-text cr-h6 gb-text-641e1f4e\">1. Model coverage<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-e0752a67\"><span class=\"cr-strong\">Which named models does it track, and how many do you get before the price jumps?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-f190b187\">\n<li class=\"gb-text gb-text-6f4de946\"><span class=\"cr-strong\">The 2026 baseline is:<\/span> ChatGPT, Google AI Overviews and Perplexity. The next tier adds Gemini, Copilot and Google AI Mode. Claude and Grok usually sit behind the top plan.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-7c5276c7\">\n<p class=\"gb-text cr-p-md gb-text-2c7df9c5\">The models you can&#8217;t see are often the ones your enterprise buyers are actually using, so a cheap plan that only watches ChatGPT can lull you.<\/p>\n\n\n\n<h3 id=\"2-tracking-method-and-refresh\" class=\"gb-text cr-h6 gb-text-234db2fe\">2. Tracking method and refresh<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-7c9df56a\"><span class=\"cr-strong\">How does the tool get its answers, and how often? <\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-14e462be\">\n<li class=\"gb-text gb-text-f4ada138\"><span class=\"cr-strong\">The 2026 baseline is:<\/span> real-browser and panel data that matches what buyers actually see. Daily beats weekly for anything that moves fast, so it should also be available.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-05716a1e\">\n<p class=\"gb-text cr-p-md gb-text-d94e04c1\">Some query the models through APIs, some render results in a real browser like a person would, and a few use opted-in user panels for real prompts. Either way, the most important thing is to ensure the tracking method and refresh rate suit your team&#8217;s needs.<\/p>\n\n\n\n<h3 id=\"3-what-it-does-after-the-dashboard\" class=\"gb-text cr-h6 gb-text-f8290265\">3. What it does after the dashboard<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-b4e9ee5e\"><span class=\"cr-strong\">Once a tool tells you you&#8217;re invisible for &#8220;best LLM visibility tools&#8221; (for example), what does it hand you next?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-1d521579\">\n<li class=\"gb-text gb-text-ae9614b0\"><span class=\"cr-strong\">The 2026 baseline is:<\/span> monitoring-only, but I believe it&#8217;s about time we change that standard&#8230; It&#8217;s also the main reason why CrowdReply sits at the top of my list.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-ca090927\">\n<p class=\"gb-text cr-p-md gb-text-801d30a6\">Luckily, a few tools go over mere monitoring by offering on-site optimization. These include AthenaHQ, ZipTie and Frase (one of my honorable mentions).<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-a2b2dfb1\">As for off-site execution, there&#8217;s exactly one tool here that does that: CrowdReply. It goes and gets you into the third-party sources the models cite, the Reddit threads, the editorial pages and the corrections to a wrong fact.<\/p>\n\n\n\n<h3 id=\"4-pricing-transparency\" class=\"gb-text cr-h6 gb-text-40f03008\">4. Pricing transparency<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-cab92db5\"><span class=\"cr-strong\">Does the tool publish a number, or is it a sales call?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-eeb93f71\">\n<li class=\"gb-text gb-text-5c17f917\"><span class=\"cr-strong\">The 2026 baseline is:<\/span> honest pricing tiers without hidden costs. That&#8217;s the least we should expect for a professional premium tool, no matter the niche.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-b6f6287b\">\n<p class=\"gb-text cr-p-md gb-text-a856cea3\">This is a buyer signal, not a moral judgment. Otterly, ZipTie, Peec and Frase, for example, print their prices. Profound hides enterprise, and Ahrefs buries the real cost behind an add-on.<\/p>\n\n\n\n<h3 id=\"5-citation-depth-and-sentiment\" class=\"gb-text cr-h6 gb-text-a6d96963\">5. Citation depth and sentiment<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-e59255cb\"><span class=\"cr-strong\">Were you named, how, when and which sources fed the answer in the first place?<\/span><\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-29456efc\">\n<li class=\"gb-text gb-text-8edf3d8a\"><span class=\"cr-strong\">The 2026 baseline is:<\/span> a tool that shows you which outside sources a model pulls from is showing.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-7cc29565\">\n<div class=\"cr-block-6 gb-element-64028d44\">\n<h2 id=\"how-to-choose-the-right-one-for-your-brand\" class=\"gb-text cr-h5 gb-text-1535a4e7\">How to choose the right one for your brand<\/h2>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-0e0921ec\">It&#8217;s not that hard&#8230; Take note of these five questions, answer them in order and things should get a lot clearer:<\/p>\n\n\n\n<h3 id=\"1-are-you-measuring-or-moving-the-number\" class=\"gb-text cr-h6 gb-text-9878840b\">1. Are you measuring or moving the number?<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-83372371\">If you&#8217;re still trying to see where you stand:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-80c31145\">\n<li class=\"gb-text gb-text-7fca39e5\">Any monitor above will do.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-61be4b18\">\n<p class=\"gb-text cr-p-md gb-text-9f6ecd12\">If you&#8217;ve watched the dashboard for a quarter and the question is now &#8220;how do we actually move citation share&#8221;, you need off-site execution:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-514a772c\">\n<li class=\"gb-text gb-text-2e4df11c\">That routes to <span class=\"cr-strong\">CrowdReply<\/span>.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-c8564752\">\n<h3 id=\"2-whats-your-budget-and-team-size\" class=\"gb-text cr-h6 gb-text-a76ccdd6\">2. What&#8217;s your budget and team size?<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-8ae46091\">Solo or tiny team under $50 a month:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-c8108ee0\">\n<li class=\"gb-text gb-text-715686f0\">Start with <span class=\"cr-strong\">Otterly.AI<\/span>.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-0868ee53\">\n<p class=\"gb-text cr-p-md gb-text-bdf45c29\">Mid-market teams with a real budget:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-5bbeec28\">\n<li class=\"gb-text gb-text-a8146ddb\"><span class=\"cr-strong\">CrowdReply<\/span>.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-dfeedcc0\">\n<p class=\"gb-text cr-p-md gb-text-beeb2a1f\">Enterprises ready for a sales cycle:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-5aa9ff36\">\n<li class=\"gb-text gb-text-d13d5c80\"><span class=\"cr-strong\">Profound<\/span> or <span class=\"cr-strong\">EverTune<\/span>.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-4b86901a\">\n<h3 id=\"3-are-you-already-paying-for-ahrefs-or-semrush\" class=\"gb-text cr-h6 gb-text-9a69e157\">3. Are you already paying for Ahrefs or Semrush?<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-d4326b87\">If yes, start with their modules before stacking a second tool:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-3bfb55b8\">\n<li class=\"gb-text gb-text-6bdffadc\"><span class=\"cr-strong\">Brand Radar<\/span> for Ahrefs users.<\/li>\n\n\n\n<li class=\"gb-text gb-text-a3efad78\"><span class=\"cr-strong\">AI Visibility Toolkit<\/span> for Semrush users.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-c0b5cfb0\">\n<p class=\"gb-text cr-p-md gb-text-50765964\">You&#8217;ll know within a quarter whether you&#8217;ve outgrown these tools.<\/p>\n\n\n\n<h3 id=\"4-which-models-do-your-buyers-actually-use\" class=\"gb-text cr-h6 gb-text-f0a5e6fa\">4. Which models do your buyers actually use?<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-1ce77dd7\">If you need Claude, Grok and the full spread:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-0f337938\">\n<li class=\"gb-text gb-text-0c0ee018\"><span class=\"cr-strong\">Profound<\/span> or <span class=\"cr-strong\">Rankscale<\/span> go widest.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-870e334d\">\n<p class=\"gb-text cr-p-md gb-text-47429a96\">If your buyers live in Google AI Overviews:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-43f636d5\">\n<li class=\"gb-text gb-text-b7d13fbd\"><span class=\"cr-strong\">ZipTie<\/span> or <span class=\"cr-strong\">Ahrefs Brand Radar<\/span> are the sharper picks.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-97ea8bd6\">\n<h3 id=\"5-are-you-an-agency\" class=\"gb-text cr-h6 gb-text-9b1e7acf\">5. Are you an agency?<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-2969fe3d\">Multi-client and white-label needs point to:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-a2ac3351\">\n<li class=\"gb-text gb-text-7a931abb\"><span class=\"cr-strong\">AthenaHQ<\/span> or <span class=\"cr-strong\">Profound<\/span>, not the general-purpose trackers.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-f9beb0a0\">\n<h3 id=\"when-in-doubt\" class=\"gb-text cr-h6 gb-text-bb61e012\">When in doubt:<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-895c00b2\">For the default mid-market team with a real visibility problem and the intent to fix it, three of the five questions above land straight on:<\/p>\n<\/div>\n\n\n\n<ul class=\"cr-ul gb-element-57db5c1e\">\n<li class=\"gb-text gb-text-9d481bec\"><span class=\"cr-strong\">CrowdReply<\/span>.<\/li>\n<\/ul>\n\n\n\n<div class=\"cr-block-6 gb-element-1a9b6def\">\n<p class=\"gb-text cr-p-md gb-text-277b4e4b\">That&#8217;s on purpose, as it&#8217;s the only LLM visibility tool I tested that was built for the fixing half.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-f232e5ce\">\n<h2 id=\"three-more-things-you-should-know-about-llm-visibility\" class=\"gb-text cr-h5 gb-text-8afd261c\">Three more things you should know about LLM visibility:<\/h2>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-1cf7a696\">Now that I&#8217;ve covered everything I learned about the best tools, I leave you with three final notes on the current state of LLM visibility:<\/p>\n\n\n\n<h3 id=\"1-if-your-visibility-is-bad-you-have-a-revenue-problem\" class=\"gb-text cr-h6 gb-text-ce2be996\">1. If your visibility is bad, you have a revenue problem<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-9a2ddd12\">The click-less shift stopped being a forecast. It&#8217;s the present tense, and the surfaces are search-engine-sized. In a <a href=\"https:\/\/ahrefs.com\/blog\/ai-overviews-reduce-clicks\/\" target=\"_blank\" rel=\"noopener\">150,000-keyword analysis<\/a>, Ahrefs determined there was a huge drop in CTR for position-one pages between March 2025 and March 2026:<\/p>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"897\" height=\"654\" class=\"gb-media-5430daab gb-media-5430daab\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/position-1-ctr-for-information-keywords-between-march-2025-and-march-2026-per-ahrefs.jpg\" alt=\"position 1 ctr for informational keywords between march 2025 and march 2026 according to ahrefs\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/position-1-ctr-for-information-keywords-between-march-2025-and-march-2026-per-ahrefs.jpg 897w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/position-1-ctr-for-information-keywords-between-march-2025-and-march-2026-per-ahrefs-300x219.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/position-1-ctr-for-information-keywords-between-march-2025-and-march-2026-per-ahrefs-768x560.jpg 768w\" sizes=\"auto, (max-width: 897px) 100vw, 897px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-8148f4cf\">\n<p class=\"gb-text cr-p-md gb-text-d17b1ab4\">Simultaneously, ChatGPT <a href=\"https:\/\/searchengineland.com\/chatgpt-900-million-weekly-active-users-470492\" target=\"_blank\" rel=\"noopener\">crossed 900 million weekly users<\/a> in February 2026, more than double a year earlier&#8230; That&#8217;s not a niche assistant; it&#8217;s a discovery surface at Google scale, and your buyers are on it asking about your category right now.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-1cdd0e33\">Then there are the pure answer engines with no blue links at all. Perplexity&#8217;s CEO reported they were <a href=\"https:\/\/techcrunch.com\/2025\/06\/05\/perplexity-received-780-million-queries-last-month-ceo-says\/\" target=\"_blank\" rel=\"noopener\">fielding about 780 million queries a month<\/a> and growing over 20% per month by mid-2025. On a page like that, there&#8217;s no list of ten links to climb: either the model cites you or you&#8217;re not on the page.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-d2b75d4a\">The shift, in one line? Search used to send you a visitor, now it often keeps the visitor and hands them an answer&#8230; your only slot is inside that answer.<\/p>\n\n\n\n<h3 id=\"2-being-the-top-result-in-google-no-longer-gets-you-named\" class=\"gb-text cr-h6 gb-text-3389d85f\">2. Being the top result in Google no longer gets you named<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-1161a40a\">Only about 17% of the pages an AI Overview cites also rank in the organic top 10 &#8211; remember this stat I mentioned above? That should give you some food for thought&#8230;<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-63b2e106\">It means roughly 5 of every 6 AI citations pull from pages that aren&#8217;t on page one of classic search. The obvious take? Winning the blue-link game buys you almost nothing in the answer box. That&#8217;s the exact gap an LLM visibility tool exists to measure.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-b8399187\">There&#8217;s also the fact that the answer box eats your clicks, and this has been established by more than just the 150,000-keyword analysis cited above. In its own study, Seer Interactive tracked 3,119 queries and watched organic click-through on AI Overview results <a href=\"https:\/\/searchengineland.com\/google-ai-overviews-drive-drop-organic-paid-ctr-464212\" target=\"_blank\" rel=\"noopener\">fall 61%<\/a>, from 1.76% down to 0.61%:<\/p>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"661\" height=\"605\" class=\"gb-media-447436c2 gb-media-447436c2\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/paid-and-organic-ctr-trends-between-october-2024-and-september-2025.jpg\" alt=\"paid and organic ctr trends between october 2024 and september 2025\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/paid-and-organic-ctr-trends-between-october-2024-and-september-2025.jpg 661w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/paid-and-organic-ctr-trends-between-october-2024-and-september-2025-300x275.jpg 300w\" sizes=\"auto, (max-width: 661px) 100vw, 661px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-3e528d21\">\n<p class=\"gb-text cr-p-md gb-text-4015c0ac\">The bottom line? Being the top blue link stopped meaning you get the click. The answer already took it&#8230;<\/p>\n\n\n\n<h3 id=\"3-authority-is-still-essential-to-get-cited\" class=\"gb-text cr-h6 gb-text-2d2653dd\">3. Authority is still essential to get cited<\/h3>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-c50cfe07\">When a model builds an answer, it leans on a small, third-party-heavy set of sources, and almost none of it is your own site. This means that &#8220;old-school&#8221; SEO authority still plays a big role in the age of LLM visibility.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-de834ef7\">In <a href=\"https:\/\/ahrefs.com\/blog\/most-cited-domains-in-chatgpt\/\" target=\"_blank\" rel=\"noopener\">Ahrefs&#8217; July 2026 data<\/a>, Reddit was the single most-cited domain in US ChatGPT answers at 16.7% mention share, then Wikipedia at 8.9%, with YouTube and LinkedIn further down:<\/p>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"1002\" height=\"590\" class=\"gb-media-838109fd gb-media-838109fd\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/top-10-sites-mentioned-by-chatgpt.jpg\" alt=\"top 10 sites mentioned by chatgpt according to 2026 ahrefs data\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/top-10-sites-mentioned-by-chatgpt.jpg 1002w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/top-10-sites-mentioned-by-chatgpt-300x177.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/top-10-sites-mentioned-by-chatgpt-768x452.jpg 768w\" sizes=\"auto, (max-width: 1002px) 100vw, 1002px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-b57e5443\">\n<p class=\"gb-text cr-p-md gb-text-8427220b\">The pages a model quotes skew hard toward community and reference sites, not brand-owned pages. That is the whole reason off-site work matters.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-3e57fe37\">However, this is still a moving target. After all, <a href=\"https:\/\/www.semrush.com\/blog\/most-cited-domains-ai\/\" target=\"_blank\" rel=\"noopener\">Semrush watched<\/a> ChatGPT&#8217;s Reddit citation rate swing from around 60% of responses to roughly 10% inside a few weeks in 2025:<\/p>\n<\/div>\n\n\n\n<img loading=\"lazy\" decoding=\"async\" width=\"801\" height=\"428\" class=\"gb-media-dc608920 gb-media-dc608920\" src=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/evolution-of-sites-cited-by-chatgpt-as-sources-between-july-and-november-2025-according-to-semrush.jpg\" alt=\"evolution of sites cited by chatgpt as sources between july and november 2025 according to semrush\" style=\"width:100%;height:auto\" srcset=\"https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/evolution-of-sites-cited-by-chatgpt-as-sources-between-july-and-november-2025-according-to-semrush.jpg 801w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/evolution-of-sites-cited-by-chatgpt-as-sources-between-july-and-november-2025-according-to-semrush-300x160.jpg 300w, https:\/\/crowdreply.io\/blog\/wp-content\/uploads\/2026\/07\/evolution-of-sites-cited-by-chatgpt-as-sources-between-july-and-november-2025-according-to-semrush-768x410.jpg 768w\" sizes=\"auto, (max-width: 801px) 100vw, 801px\" \/>\n\n\n\n<div class=\"cr-block-12 gb-element-cfd688e6\">\n<p class=\"gb-text cr-p-md gb-text-67e9e2ff\">The mix is <span class=\"cr-strong\">wildly volatile<\/span>, which is the real argument for continuous monitoring over a one-time audit.<\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-f1183e0a\">Put those two studies together, and the shape of the problem is clear: you get named by shaping what trusted third parties say about you and you have to watch it constantly because the sources shift. A tool that only edits your own pages can&#8217;t reach any of that.<\/p>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-d332850b\">\n<div class=\"cr-block-6 gb-element-a07125e3\">\n<h2 id=\"how-we-tested\" class=\"gb-text cr-h5 gb-text-0215b946\"><em>How we tested:<\/em><\/h2>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-4acf1877\"><em>I looked at the eight tools teams actually shortlist in mid-2026, from a $29 budget tracker up to sales-led enterprise platforms, and set the 20-plus long-tail options aside so the comparison stayed useful rather than exhaustive.<\/em><\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-69381470\"><em>I judged each one on five things: <\/em><\/p>\n<\/div>\n\n\n\n<ol class=\"cr-ol gb-element-2c78b233\">\n<li class=\"gb-text gb-text-f8a45c9b\"><em>How many named models it tracks<\/em><\/li>\n\n\n\n<li class=\"gb-text gb-text-d8ff53fc\"><em>How it collects its answers and how often<\/em><\/li>\n\n\n\n<li class=\"gb-text gb-text-44513784\"><em>What it does beyond monitoring<\/em><\/li>\n\n\n\n<li class=\"gb-text gb-text-93946f06\"><em>How transparent its pricing is<\/em><\/li>\n\n\n\n<li class=\"gb-text gb-text-e15b5132\"><em>How deep its citation and sentiment data goes<\/em><\/li>\n<\/ol>\n\n\n\n<div class=\"cr-block-6 gb-element-23f2d51c\">\n<p class=\"gb-text cr-p-md gb-text-0938ca7b\"><em>Where a trial existed, I signed up and ran the same set of buyer prompts through it across the models it covers, worked the dashboard, and walked the pricing tier by tier to see where each one quietly stalled or nickel-and-dimed. Then I compared them head to head on those five criteria.<\/em><\/p>\n\n\n\n<p class=\"gb-text cr-p-md gb-text-6d21109b\"><em>Every tool got judged against the same buyer profiles. Each best-for reflects where its strengths and gaps actually landed, not where its marketing says they should.<\/em><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"cr-block-12 gb-element-91a5819a\">\n<div class=\"cr-block-6 gb-element-37fa8732\">\n<h2 id=\"frequently-asked-questions\" class=\"gb-text cr-h5 gb-text-784c9be3\">Frequently Asked Questions<\/h2>\n<\/div>\n\n\n\n<div class=\"gb-accordion cr-acc gb-element-2e05041e\" data-transition=\"slide\">\n<div class=\"gb-accordion__item cr-acc-item gb-accordion__item-open gb-element-365ac8ea\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle cr-acc-toggle gb-element-f45f0cd1 gb-block-is-current\" id=\"gb-accordion-toggle-f45f0cd1\">\n<span class=\"gb-text cr-acc-num gb-text-fb11a765\">01<\/span>\n\n\n\n<span class=\"gb-text cr-acc-q gb-text-bbd624c9\">What is the best LLM visibility tool?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon cr-acc-icon gb-element-5ba6ad77\"><span class=\"gb-accordion__toggle-icon-open\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708\"><\/path><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M7.646 4.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1-.708.708L8 5.707l-5.646 5.647a.5.5 0 0 1-.708-.708z\"><\/path><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content cr-acc-content gb-element-3ec32d97\" id=\"gb-accordion-content-3ec32d97\">\n<p class=\"gb-text cr-acc-a gb-text-4f33f4ec\">CrowdReply is the best pick for most mid-market B2B SaaS teams, Profound is the stronger call for enterprise teams with the budget for sales-led pricing, Otterly.AI fits sub-$50-a-month budgets and Ahrefs Brand Radar makes sense if you already pay for Ahrefs.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item cr-acc-item gb-element-81580810\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle cr-acc-toggle gb-element-d414fcb2\" id=\"gb-accordion-toggle-d414fcb2\">\n<span class=\"gb-text cr-acc-num gb-text-1d44c896\">02<\/span>\n\n\n\n<span class=\"gb-text cr-acc-q gb-text-b694e8e1\">What is LLM visibility?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon cr-acc-icon gb-element-4cdb6d1a\"><span class=\"gb-accordion__toggle-icon-open\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708\"><\/path><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M7.646 4.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1-.708.708L8 5.707l-5.646 5.647a.5.5 0 0 1-.708-.708z\"><\/path><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content cr-acc-content gb-element-c63907bd\" id=\"gb-accordion-content-c63907bd\">\n<p class=\"gb-text cr-acc-a gb-text-d55a0518\">LLM visibility is whether and how AI models name your brand in their answers.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item cr-acc-item gb-element-0cede47e\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle cr-acc-toggle gb-element-6b6b3b6c\" id=\"gb-accordion-toggle-6b6b3b6c\">\n<span class=\"gb-text cr-acc-num gb-text-eb26440d\">03<\/span>\n\n\n\n<span class=\"gb-text cr-acc-q gb-text-9395d650\">How do LLM visibility tools work?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon cr-acc-icon gb-element-fdd86c26\"><span class=\"gb-accordion__toggle-icon-open\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708\"><\/path><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M7.646 4.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1-.708.708L8 5.707l-5.646 5.647a.5.5 0 0 1-.708-.708z\"><\/path><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content cr-acc-content gb-element-227362b0\" id=\"gb-accordion-content-227362b0\">\n<p class=\"gb-text cr-acc-a gb-text-6e6ff280\">LLM visibility tools work by running a set of prompts against the models you choose on a schedule, then pulling brand mentions, citations and sentiment out of each response. The better ones add competitor comparisons and show which sources feed each answer.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item cr-acc-item gb-element-8708c6f2\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle cr-acc-toggle gb-element-5986bcd9\" id=\"gb-accordion-toggle-5986bcd9\">\n<span class=\"gb-text cr-acc-num gb-text-bfd165af\">04<\/span>\n\n\n\n<span class=\"gb-text cr-acc-q gb-text-23abe7eb\">How is LLM SEO different from traditional SEO?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon cr-acc-icon gb-element-199abf3d\"><span class=\"gb-accordion__toggle-icon-open\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708\"><\/path><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M7.646 4.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1-.708.708L8 5.707l-5.646 5.647a.5.5 0 0 1-.708-.708z\"><\/path><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content cr-acc-content gb-element-a98937d2\" id=\"gb-accordion-content-a98937d2\">\n<p class=\"gb-text cr-acc-a gb-text-15b92a04\">Traditional SEO ranks your URL in a list of links. LLM SEO tracks whether your brand is named inside the answer, where there&#8217;s no list to climb. The metrics differ too. SEO is about position, whereas LLM visibility is about citation share in the response.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item cr-acc-item gb-element-5a8d00ed\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle cr-acc-toggle gb-element-c46da4ba\" id=\"gb-accordion-toggle-c46da4ba\">\n<span class=\"gb-text cr-acc-num gb-text-f30a7f4d\">05<\/span>\n\n\n\n<span class=\"gb-text cr-acc-q gb-text-3a7ba0fb\">How do I track the LLM visibility of my brand?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon cr-acc-icon gb-element-1bd8f3a2\"><span class=\"gb-accordion__toggle-icon-open\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708\"><\/path><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M7.646 4.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1-.708.708L8 5.707l-5.646 5.647a.5.5 0 0 1-.708-.708z\"><\/path><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content cr-acc-content gb-element-ffed0121\" id=\"gb-accordion-content-ffed0121\">\n<p class=\"gb-text cr-acc-a gb-text-0c77d719\">Start by listing the 10 to 20 questions a buyer would ask a model on the way to your category, then run them through the engines that matter to you and log whether you&#8217;re named, cited or ignored.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item cr-acc-item gb-element-921cac49\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle cr-acc-toggle gb-element-45245535\" id=\"gb-accordion-toggle-45245535\">\n<span class=\"gb-text cr-acc-num gb-text-da3ea5cf\">06<\/span>\n\n\n\n<span class=\"gb-text cr-acc-q gb-text-eeb3875e\">How can I get my brand cited by LLMs?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon cr-acc-icon gb-element-52a26520\"><span class=\"gb-accordion__toggle-icon-open\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708\"><\/path><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M7.646 4.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1-.708.708L8 5.707l-5.646 5.647a.5.5 0 0 1-.708-.708z\"><\/path><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content cr-acc-content gb-element-11361a42\" id=\"gb-accordion-content-11361a42\">\n<p class=\"gb-text cr-acc-a gb-text-0e50ceed\">You get cited by building authority on the sources models actually pull from and fixing what they get wrong about you. That means coverage in real publications, accurate mentions in community threads like Reddit, clean structured data and corrections to any wrong facts about you.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item cr-acc-item gb-element-fbe8ff08\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle cr-acc-toggle gb-element-043b11f9\" id=\"gb-accordion-toggle-043b11f9\">\n<span class=\"gb-text cr-acc-num gb-text-dc6b95bd\">07<\/span>\n\n\n\n<span class=\"gb-text cr-acc-q gb-text-830c543a\">How much do LLM visibility tools cost in 2026?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon cr-acc-icon gb-element-0e926475\"><span class=\"gb-accordion__toggle-icon-open\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708\"><\/path><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M7.646 4.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1-.708.708L8 5.707l-5.646 5.647a.5.5 0 0 1-.708-.708z\"><\/path><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content cr-acc-content gb-element-9bec6370\" id=\"gb-accordion-content-9bec6370\">\n<p class=\"gb-text cr-acc-a gb-text-48966f4e\">LLM visibility tools run from $29 a month at the low end up to $800 a month and beyond for enterprise platforms. Otterly.AI starts at $29, Frase at $39, and most dedicated trackers land between $80 and $499. Ahrefs Brand Radar runs around $828 a month all-in once you add the required bundle.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item cr-acc-item gb-element-ac791cf7\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle cr-acc-toggle gb-element-5394394c\" id=\"gb-accordion-toggle-5394394c\">\n<span class=\"gb-text cr-acc-num gb-text-0c87f724\">08<\/span>\n\n\n\n<span class=\"gb-text cr-acc-q gb-text-9f4a18ea\">What is the difference between LLM observability and LLM visibility?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon cr-acc-icon gb-element-d6d948fe\"><span class=\"gb-accordion__toggle-icon-open\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708\"><\/path><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 16 16\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M7.646 4.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1-.708.708L8 5.707l-5.646 5.647a.5.5 0 0 1-.708-.708z\"><\/path><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content cr-acc-content gb-element-56397523\" id=\"gb-accordion-content-56397523\">\n<p class=\"gb-text cr-acc-a gb-text-6fec216b\">LLM observability is an engineering discipline that watches your own model calls for latency, cost and output quality, while LLM visibility is a marketing discipline that watches whether public models name your brand in their answers.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>I tested 8 LLM visibility tools to see which ones track whether ChatGPT, Claude, Gemini and Perplexity name your brand, and which can actually fix it. With 2026 pricing.<\/p>\n","protected":false},"author":9,"featured_media":3308,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_cr_post_editor_id":5,"footnotes":""},"categories":[8],"tags":[],"class_list":["post-2525","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-search"],"_links":{"self":[{"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/posts\/2525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/comments?post=2525"}],"version-history":[{"count":17,"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/posts\/2525\/revisions"}],"predecessor-version":[{"id":3529,"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/posts\/2525\/revisions\/3529"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/media\/3308"}],"wp:attachment":[{"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/media?parent=2525"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/categories?post=2525"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/crowdreply.io\/blog\/wp-json\/wp\/v2\/tags?post=2525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}