October 2026 · run 19 Oct 2026
AI visibility tools: what AI engines recommend
Across 195 answers from ChatGPT, Gemini, Google AI Mode, Perplexity and Claude to 39 buyer questions, Profound was recommended most: in 20% of answers, 14 to 26% at 95%.
- Questions
- 39
- Answers
- 211
- Engines
- 6
- Run
- 19 Oct 2026
All chat engines
195 answers from ChatGPT, Gemini, Google AI Mode, Perplexity and Claude, pooled. 200 different brands recommended in all; these are the 10 recommended most.
| Brand | Share | 95% range | Share on its range, drawn | Avg. place |
|---|---|---|---|---|
| Profound | 20% | 14 to 26% | 2.7 | |
| Otterly.AI | 19% | 14 to 25% | 2.8 | |
| Peec AI | 17% | 12 to 23% | 3.1 | |
| Semrush | 10% | 6 to 15% | 3.7 | |
| Ahrefs | 6% | 3 to 10% | 3.9 | |
| Scrunch | 5% | 3 to 9% | 3.7 | |
| SE Ranking | 5% | 2 to 9% | 4.3 | |
| Writesonic | 4% | 2 to 8% | 3.6 | |
| Siftly | 4% | 2 to 7% | 2.0 | |
| HubSpot | 4% | 2 to 7% | 4.0 |
By engine
Each engine's most recommended brands. The bar puts a brand's share (the dot) on its 95% range (the band), on one scale from 0 to 60% across this page. A brand tied with the last one listed may be left off.
ChatGPT
| Brand | Share | 95% range | Share on its range, drawn | Avg. place |
|---|---|---|---|---|
| Otterly.AI | 26% | 15 to 41% | 2.2 | |
| Profound | 23% | 13 to 38% | 2.3 | |
| Peec AI | 23% | 13 to 38% | 2.2 | |
| Scrunch | 10% | 4 to 24% | 2.5 | |
| Ahrefs | 8% | 3 to 20% | 3.7 | |
| Promptwatch | 8% | 3 to 20% | 2.0 | |
| Ahrefs Brand Radar | 5% | 1 to 17% | 3.0 | |
| HubSpot | 5% | 1 to 17% | 4.5 | |
| Bing Webmaster Tools | 5% | 1 to 17% | 2.5 | |
| BigQuery | 5% | 1 to 17% | 3.0 |
Gemini
| Brand | Share | 95% range | Share on its range, drawn | Avg. place |
|---|---|---|---|---|
| Profound | 31% | 19 to 46% | 3.8 | |
| Peec AI | 23% | 13 to 38% | 3.8 | |
| Otterly.AI | 23% | 13 to 38% | 3.0 | |
| Semrush | 21% | 11 to 36% | 3.6 | |
| Ahrefs | 13% | 6 to 27% | 4.6 | |
| Rankscale | 10% | 4 to 24% | 3.2 | |
| Frase | 10% | 4 to 24% | 5.5 | |
| SE Ranking | 10% | 4 to 24% | 4.5 | |
| Writesonic | 8% | 3 to 20% | 4.7 | |
| Siftly | 8% | 3 to 20% | 1.3 |
Google AI Mode
| Brand | Share | 95% range | Share on its range, drawn | Avg. place |
|---|---|---|---|---|
| Profound | 26% | 15 to 41% | 1.7 | |
| Otterly.AI | 23% | 13 to 38% | 2.9 | |
| Peec AI | 21% | 11 to 36% | 3.2 | |
| Semrush | 13% | 6 to 27% | 3.4 | |
| Trustradius | 8% | 3 to 20% | 4.3 | |
| Writesonic | 5% | 1 to 17% | 1.5 | |
| SEOmatic | 5% | 1 to 17% | 1.5 | |
| Hacker News | 3% | 1 to 13% | 2.0 | |
| LLMrefs | 3% | 1 to 13% | 1.0 | |
| Surfer SEO | 3% | 1 to 13% | 2.0 |
Perplexity
| Brand | Share | 95% range | Share on its range, drawn | Avg. place |
|---|---|---|---|---|
| Peec AI | 13% | 6 to 27% | 3.4 | |
| Otterly.AI | 10% | 4 to 24% | 3.5 | |
| Profound | 10% | 4 to 24% | 3.0 | |
| AirOps | 8% | 3 to 20% | 4.0 | |
| Scrunch | 8% | 3 to 20% | 5.7 | |
| SE Visible | 5% | 1 to 17% | 5.0 | |
| GetIntel | 5% | 1 to 17% | 2.5 | |
| Mentionable | 5% | 1 to 17% | 2.0 | |
| Semrush | 5% | 1 to 17% | 3.0 | |
| Ahrefs Brand Radar | 5% | 1 to 17% | 6.0 |
Claude
| Brand | Share | 95% range | Share on its range, drawn | Avg. place |
|---|---|---|---|---|
| Otterly.AI | 13% | 6 to 27% | 3.0 | |
| Zapier | 10% | 4 to 24% | 4.8 | |
| Make | 8% | 3 to 20% | 7.0 | |
| Profound | 8% | 3 to 20% | 2.7 | |
| Semrush | 5% | 1 to 17% | 2.5 | |
| Peec AI | 5% | 1 to 17% | 3.0 | |
| Foglift | 5% | 1 to 17% | 2.0 | |
| Sight AI | 3% | 1 to 13% | 1.0 | |
| Promptwatch | 3% | 1 to 13% | 2.0 | |
| AirOps | 3% | 1 to 13% | 3.0 |
Google AI Overviews
| Brand | Share | 95% range | Share on its range, drawn | Avg. place |
|---|---|---|---|---|
| Semrush | 31% | 14 to 56% | 4.0 | |
| Profound | 25% | 10 to 50% | 1.8 | |
| Otterly.AI | 25% | 10 to 50% | 2.5 | |
| Peec AI | 25% | 10 to 50% | 3.2 | |
| Ahrefs | 25% | 10 to 50% | 2.5 | |
| SE Ranking | 19% | 7 to 43% | 5.7 | |
| Rankscale | 13% | 4 to 36% | 6.5 | |
| Promptwatch | 13% | 4 to 36% | 4.5 | |
| Nightwatch | 13% | 4 to 36% | 2.5 | |
| Scrunch | 13% | 4 to 36% | 7.5 |
- ai brand monitoring
- ai search analytics
- ai search visibility tools
- ai seo agency
- ai seo agent
- ai visibility checker
- best ai visibility tools
- chatgpt referral
- claude seo
- claudebot
- generative engine optimization
- generative engine optimization services
- llms txt
- peec ai alternatives
- profound alternatives
- what is aeo
Pages the engines cite
The pages cited most, each with the number of answers citing it and their share of the engine's answers.
All chat engines
- otterly.ai14 · 7%
- tryprofound.com10 · 5%
- peec.ai9 · 5%
- developers.openai.com/api/docs/bots9 · 5%
- help.openai.com/en/articles/12627856-publishers-and-developers-faq7 · 4%
- rankscale.ai6 · 3%
- developers.google.com/search/docs/appearance/ai-features6 · 3%
- developers.google.com/search/docs/fundamentals/ai-optimization-guide5 · 3%
- ahrefs.com/brand-radar5 · 3%
- siftly.ai/free-tools/crawler-audit4 · 2%
ChatGPT
- developers.openai.com/api/docs/bots9 · 23%
- tryprofound.com8 · 21%
- help.openai.com/en/articles/12627856-publishers-and-developers-faq7 · 18%
- otterly.ai7 · 18%
- developers.google.com/search/docs/appearance/ai-features6 · 15%
- peec.ai5 · 13%
- developers.google.com/search/docs/fundamentals/ai-optimization-guide4 · 10%
- ahrefs.com/brand-radar3 · 8%
- docs.perplexity.ai/guides/bots3 · 8%
- community.perplexity.ai/t/updated-guide-perplexity-crawlers-aws-waf-setup/10223 · 8%
Gemini
- rankscale.ai5 · 13%
- zapier.com/blog/best-ai-visibility-tool3 · 8%
- llmrefs.com/blog/ai-seo-tools-list2 · 5%
- tryprofound.com/blog/best-generative-engine-optimization-tools2 · 5%
- visible.seranking.com/blog/best-generative-engine-optimization-tools2 · 5%
- otterly.ai2 · 5%
- hubspot.com/products/aeo2 · 5%
- yotpo.com/blog/chatgpt-seo-geo-tips2 · 5%
- evergreen.media/en/guide/chatgpt-search2 · 5%
- ziptie.ai/blog/how-to-fix-incorrect-ai-brand-information2 · 5%
Google AI Mode
- reddit.com/r/SaaS/comments/1vo4r4a/guide_to_ai_brand_visibility_tracking_tools_in4 · 10%
- otterly.ai4 · 10%
- peec.ai3 · 8%
- reddit.com/r/DigitalMarketing/comments/1l30ey3/how_can_i_get_my_company_mentioned_in_chatgpt2 · 5%
- robotostudio.com/blog/nextjs-aeo-geo2 · 5%
- tryprofound.com2 · 5%
- profound.com2 · 5%
- semrush.com2 · 5%
- outreachbloom.com/how-to-audit-your-brands-ai-search-visibility2 · 5%
- reddit.com/r/CloudFlare/comments/1t2zlrf/cloudflares_managed_robotstxt_silently_blocks2 · 5%
Perplexity
- techradar.com/pro/surfer-ai-tracker-review2 · 5%
- ismybrandinai.com/best-ai-search-visibility-tools2 · 5%
- surferseo.com/blog/best-ai-visibility-tools2 · 5%
- brand24.com/blog/ai-brand-visibility-tracking-tools2 · 5%
- superframeworks.com/articles/best-chatgpt-mentions-tool2 · 5%
- blog.hubspot.com/marketing/ai-search-analytics-tools2 · 5%
- semrush.com/blog/fix-ai-brand-misinformation2 · 5%
- spawned.com/learn/correcting-wrong-information-ai-has-about-your-brand2 · 5%
- tryzene.com/blog/chatgpt-wrong-about-your-business2 · 5%
- getgeology.com/guides/correcting-brand-misinformation-ai-platforms2 · 5%
Claude
- position.digital/blog/best-ai-visibility-tracking-tools2 · 5%
- trysight.ai/blog/ai-search-optimization-software1 · 3%
- trysight.ai/blog/tracking-ai-platform-recommendations1 · 3%
- aeocheck.co/blog/chatgpt-product-recommendations1 · 3%
- trysight.ai/blog/how-chatgpt-chooses-recommendations1 · 3%
- onelittleweb.com/top-tools/best-ai-seo-tools1 · 3%
- snezzi.com/blog/9-best-services-for-chatgpt-perplexity-seo-in-2026-who-actually-gets-you-cited1 · 3%
- sherocommerce.com/blogs/insights/ai-seo-for-shopify1 · 3%
- modernwebseo.com/en/blog/why-chatgpt-perplexity-not-recommending-your-website-geo-fixes1 · 3%
- aisosystem.com/en/blog/ai-seo-mistakes-killing-chatgpt-perplexity-visibility-20261 · 3%
Google AI Overviews
- en.wikipedia.org/wiki/Generative_engine_optimization2 · 13%
- zapier.com/blog/best-ai-visibility-tool2 · 13%
- nightwatch.io/blog/best-ai-search-monitoring-tools2 · 13%
- reddit.com/r/DigitalMarketing/comments/1pd7lti/can_someone_explain_geo_and_aeo_in_a_simple_way1 · 6%
- tryprofound.com/articles/what-is-answer-engine-optimization1 · 6%
- contently.com/2026/02/03/what-is-aeo-answer-engine-optimization1 · 6%
- hubspot.com/products/marketing/aeo-guide1 · 6%
- coursera.org/articles/what-is-answer-engine-optimization1 · 6%
- amsive.com/insights/seo/answer-engine-optimization-aeo-evolving-your-seo-strategy-in-the-age-of-ai-search1 · 6%
- youtube.com/watch?v=OgeAytrDquU1 · 6%
The 39 questions
Each asked once on ChatGPT, Gemini, Google AI Mode, Perplexity and Claude on 19 Oct 2026, under the buyer scenario it comes from. Google AI Overviews were asked the search keywords listed with them above instead.
Get my SaaS recommended by ChatGPT
- Problem firstI asked ChatGPT for the best tools in my category and it listed 5 competitors and not us, even though we've been around 2 years with real customers and a G2 page. What actually decides who gets named in these answers and what can I change?
- No AIHow do I get my SaaS recommended by ChatGPT? We're a 6 person team selling a status page tool to dev teams. Good Google rankings, zero mentions in AI answers. I want a concrete checklist, not 'create great content'.
- Best toolWhat's the best tool or service for improving how often AI assistants recommend my software company? Budget is under $300/month and there's no marketing hire.
- How toWalk me through the GEO/AEO changes I should actually make on a Next.js marketing site so Perplexity and ChatGPT cite it. I can ship code myself. Page structure, schema, comparison pages, whatever really moves it, and how I'd know it worked instead of guessing.
- Asks for AIIs there an AI agent that can work out why ChatGPT and Perplexity never recommend my SaaS and then make the website fixes itself? We're on Next.js and Vercel and I'd rather review a PR than learn a whole new discipline.
Track AI visibility against competitors
- Best toolBest AI visibility tracker for a B2B SaaS company? I need to see how often ChatGPT, Perplexity, Gemini and Google AI Overviews mention us vs our 4 main competitors. Weekly reports, and ideally something that tells us what to change, not just a dashboard.
- Problem firstMy CEO keeps asking where we show up in ChatGPT compared to our top competitor and I'm manually typing the same 30 questions into ChatGPT every Monday. It takes hours and the answers are different every time. There has to be a better way.
- No AIHow do I measure share of voice in AI search? Do the numbers from different tracking tools even mean anything when the answers change run to run? I need something I can put in a board deck without getting torn apart.
- Names an AI clientI run prompts through the ChatGPT and Claude APIs to check if we get mentioned, but the results don't match what I see in the actual chat apps. Is API sampling a valid way to track brand visibility? What do the dedicated trackers do differently?
- ComparisonPeec vs Otterly vs Semrush AI toolkit for tracking brand mentions in ChatGPT and Perplexity. 2 brands, about 50 prompts, we're a 15 person SaaS. Which one gives the least noisy data?
Fix wrong things AI says about my product
- Problem firstChatGPT told a prospect we have a free plan. We killed it last year. How do I get AI assistants to stop saying outdated things about my company?
- How toHow do I find out what ChatGPT, Claude and Gemini actually say about my product and then correct what's wrong? Specifically old pricing and a feature we deprecated in March. Where do they even get this from?
- No AIPerplexity keeps citing a 2023 review site page for our pricing and ignoring our actual pricing page. How do I fix what AI answers say about us when I don't control the page they cite?
- Asks for AIIs there a way to have an AI agent audit every claim AI search engines make about my SaaS (pricing, integrations, which competitors we get compared to), check it against what's on our site, and open fixes? Our docs live in GitHub.
- Best toolWhich tools monitor what AI says about your brand, not just whether it mentions you? I need to catch wrong pricing or wrong feature claims across ChatGPT, Gemini and AI Overviews and see which source page the wrong info came from.
Check AI crawlers can read my site
- How toHow do I check whether GPTBot, OAI-SearchBot, ClaudeBot and PerplexityBot can actually crawl my site? Cloudflare sits in front and I turned on Bot Fight Mode a while back, so I suspect I'm blocking all of them. I need steps for testing, and what to change in robots.txt vs the WAF.
- Problem firstOur site doesn't show up in ChatGPT answers at all and a friend said it might be blocking AI bots. No idea how to check that. We use Webflow with Cloudflare. Where do I even look?
- Best toolAny tool that audits a website for AI crawler access, robots.txt, llms.txt and JavaScript rendering problems and gives me a fix list? A free audit is fine, I just want to know if AI can read our pages.
- No AIDoes llms.txt actually do anything for getting cited by ChatGPT or is it hype? Should I add one to my SaaS docs site, and what goes in it?
- Names an AI clientCould I use Claude Code to audit my robots.txt, sitemap, firewall rules and rendered HTML for AI crawler problems and open a pull request with the fixes? Next.js on Vercel, repo is on GitHub.
Prove AI search is working: traffic and cited pages
- How toHow do I track how much traffic we get from ChatGPT, Perplexity and Claude in GA4? I see some chatgpt.com referrals but a lot of AI visits probably show up as direct. Is there a reliable way to count them and tie them to signups?
- Problem firstI publish a lot of content and have no idea which of our pages AI assistants actually cite when someone asks about our category. How do I find out? I'm also curious whether the competitor pages that get cited are just better than mine.
- Best toolWhat tool shows which URLs on my site get cited by ChatGPT, Perplexity and Google AI Overviews for my buyer questions, plus which competitor and third-party pages (Reddit, G2, listicles) get cited instead?
- ComparisonAhrefs Brand Radar vs a dedicated AI citation tracker. Does Brand Radar's citation data match what I see when I actually ask ChatGPT? I'm trying to decide if I need another tool.
- Asks for AICan an AI agent pull AI referral traffic from GA4 and Cloudflare logs, match it to the pages the engines cite, and tell me which content changes actually moved the numbers? I don't trust 'AI visibility scores' without a before and after.
Do AEO without hiring an agency
- No AIAn AEO agency quoted us $4,500 a month to get us recommended in ChatGPT and Perplexity. We're a 25 person SaaS with one marketer and two engineers. Is it realistic to do AEO in-house, and what would the work actually consist of month to month?
- Best toolLooking for software that does the work of an AEO consultant: finds where AI doesn't recommend us, fixes the website, and shows whether it worked. Not just a tracker. Budget under $500/mo. Recommendations?
- Names an AI clientI'm a founder and I use ChatGPT and Cursor all day. Could I run generative engine optimization for my own SaaS with them instead of paying an agency? What would the loop look like: find the gaps, write the pages, ship, measure?
- Problem firstWe can't afford an SEO agency, let alone one of the new AI search agencies, but our competitors show up in every ChatGPT answer and we don't. What's a realistic plan for a team of 3?
- How toStep by step, how do I audit my SaaS site for AI search readiness myself? I want to end up with a list of fixes I can hand to my developer, ranked by impact.
Alternatives to Profound, Peec and Otterly
- ComparisonProfound alternatives that aren't enterprise-only? I run a small SEO agency with 6 clients and need AI visibility tracking and client reports for each one without paying per-brand at Peec rates.
- Problem firstI'm paying for Peec across 3 clients and keep hitting the prompt cap. The data feels thin and it never tells me what to change on the client's site. Otterly and AthenaHQ look about the same. Is there anything that goes past the dashboard?
- Best toolWhat's the best AI search visibility tool right now if I care about statistical honesty: sample sizes, confidence ranges, how it handles run-to-run variance? Every tool I've tried gives one hard number for something that changes daily.
- Names an AI clientI tried asking Claude to check 20 prompts for a prospect and the answers changed every time I ran it. Is there a proper tool that produces a repeatable AI visibility audit I can send as a link before a sales call?
Run AEO from Claude or ChatGPT over MCP
- Names an AI clientIs there an MCP server I can plug into Claude Code that runs AI visibility checks for my brand (ChatGPT, Perplexity and Gemini answers plus citations) and hands me the raw answers back so I can analyze them myself? I'd like to ask Claude 'why does Perplexity cite our competitor' and have it pull real data.
- How toHow do I set up an AEO workflow in Claude that tracks which of my pages get cited, drafts fixes, and opens PRs against my repo? I want the actual setup: which MCP servers, what data source, how to schedule it weekly.
- Asks for AICan I use an AI agent to do generative engine optimization for my SaaS end to end? It checks what ChatGPT says about us, finds the gaps, writes the pages, and tells me later whether it worked.
- Best toolBest AI SEO agent for a SaaS company? I mean something that actually changes the site, not a content spinner.
- Names an AI clientI heard a few AI visibility tools now ship an MCP server. Which ones, what can they do from inside Claude or ChatGPT, and can any of them actually change my website instead of only reporting?
How these numbers are counted
- Share
- Share of an engine's answers in this category that recommend the brand; range is the 95% Wilson interval.
- Left out
- Questions that named one of our products, and a few that named one of our data suppliers; AI assistants and platforms (Gmail, Slack, LinkedIn and similar) are not counted as recommendations.
- Google AI Overviews
- Google AI Overviews were queried with search keywords, not the questions.
We don't test or rate these tools. A brand's share says how often the engines recommended it, not how good it is. The full method.