ChatGPT answers, unedited

Yes. What you’re describing is generally called AI search visibility / AI citation tracking / GEO (Generative Engine Optimization).

The important distinction is that there are now tools that can show the exact URLs from your site that AI assistants cite, not merely whether your brand was mentioned.

A few worth looking at:

• indexly.ai — probably closest to your description. It tracks citations across ChatGPT, Claude, Gemini, Perplexity, Grok and Google AI Overviews, with per-page citation counts, engine breakdowns, and historical changes. Indexly
• citeprism.com — tracks the actual AI answers, the sources cited, your mentions, competitors, and which domains/pages are influencing answers. CitePrism
• ahrefs.com — useful for a quick assessment. It reports AI mentions plus the top cited domains and specific pages associated with your brand. Ahrefs
• genwolf.ai — focuses on daily monitoring across ChatGPT, Gemini, Perplexity, Google AI Overviews and AI Mode, including citation/source discovery. Genwolf
• surfacerank.com — particularly interesting if you also want to distinguish AI retrieval/crawling from actual citations and AI-referred traffic. SurfaceRank

The distinction I'd pay attention to

There are really three different things you may want to measure:

1. AI crawled your page

e.g. GPTBot, ClaudeBot, PerplexityBot visited /pricing.

2. AI used your page as a source

e.g. ChatGPT answers "best X for Y" and links to /guides/x-for-y.

3. AI sent a visitor to your page

e.g. someone clicks the citation in ChatGPT and arrives at /guides/x-for-y.

Most traditional SEO tools don't give you #2 well. The newer GEO tools are specifically trying to solve it. And #3 can often be measured independently in your analytics/server logs. Shadow SurfaceRank

If your actual goal is: "Show me every URL on our site that is being used as a source in AI answers, which assistants are using it, what questions trigger it, and how that changes over time" — Indexly is probably the closest match I've found, while CitePrism is attractive if you want to inspect the actual answers behind the citations. Indexly CitePrism

If you tell me roughly how many pages your site has and which assistants matter to you (ChatGPT, Gemini, Perplexity, Google AI Overviews, Claude, etc.), I can narrow this down to 2–3 tools and compare their capabilities/pricing.

Yes. The category you’re looking for is usually called AI visibility tracking, AI citation tracking, AEO/GEO tracking, or AI search monitoring.

These tools don't literally crawl every AI assistant continuously. Instead, they run a set of queries against AI answer engines, capture the responses and cited sources, and tell you which domains/pages are being used.

A few that look particularly relevant:

• Ahrefs Brand Radar / AI Visibility Checker — tracks ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews, including the specific pages cited alongside your brand. Ahrefs
• Citations.io — tracks ChatGPT, Gemini, Perplexity and Claude and explicitly shows the exact domains and pages AI engines cite. Citations
• PageLens — particularly focused on identifying which source pages models use, with daily tracking across ChatGPT, Claude, Gemini, Perplexity, Google AI Mode, Grok and Copilot. PageLens
• CiteScope — lets you specify URLs and keywords and tracks citations across ChatGPT, Perplexity and Gemini, including the exact queries, answers and sources. Citescope AI
• Indexly — interesting if you care about analytics as well: it tracks the full source lists used by AI engines and can connect AI referrals back to landing pages. Indexly
• Foglift — monitors prompts, engines, cited URLs, competitors and changes over time across five major AI surfaces. Foglift

If your question is specifically "which of our pages are AI assistants using?"

I'd look for a tool with this data structure:

Prompt → AI engine → answer → cited URL → your page → competitor's cited page

That's more useful than a generic "AI visibility score."

For example, you ideally want to be able to discover:

User asks: "best accounting software for startups"
ChatGPT → cites /guides/accounting-software
Perplexity → cites /blog/startup-accounting
Gemini → doesn't cite you
Competitor → cited 7 times across the same prompt set

Ahrefs and PageLens look especially close to that use case, while CiteScope/Citations.io are more explicitly citation-centric. Ahrefs PageLens Citescope AI Citations

One important distinction: there isn't currently a universal "crawl all AI assistants and tell me every time any model ever used my page" index. Most products sample predefined/AI-generated prompts and query the engines repeatedly. So coverage depends heavily on the prompt set and the particular AI surfaces they monitor.

If you're evaluating this for your own website/SEO product, I can also map out what data these tools actually collect, how they detect citations, and which ones have an API/white-label capability.

Yes. The category is usually called AI visibility tracking, AI citation tracking, GEO (Generative Engine Optimization) monitoring, or answer engine optimization (AEO) tracking.

These tools generally do one of two things:

1. Citation/source tracking — “Which of our URLs are being used as sources in AI answers?”
2. Prompt monitoring — “When someone asks AI about our category, are we mentioned, cited, or ignored?”

Some tools that do this:

A typical workflow looks like:

1. Enter your domain.
2. Define the questions your customers ask AI assistants (e.g., “best accounting software for startups”).
3. The tool runs those prompts periodically.
4. It records:

• whether your brand appears
• which of your URLs were cited
• which competitors were cited instead
• which AI engines mention you
• trends over time

A few caveats:

• There is no universal crawl log showing “ChatGPT used page X 10,000 times.” AI providers generally do not expose that level of usage data.
• Most tools estimate visibility by repeatedly testing prompts and collecting cited URLs, not by directly observing every AI answer generated worldwide. RankingHacks
• If you specifically care about “which of our pages are being retrieved by AI crawlers” rather than citations, you’ll also want server-log analysis for bots like GPTBot, ClaudeBot, and PerplexityBot. Some AI visibility tools include crawler-access monitoring. serpclimber.com

If you mean “we own a website and want a dashboard showing every URL of ours that appears in ChatGPT/Perplexity answers”, I’d look specifically at citation-tracking tools rather than general AI SEO suites. allsearch.io Trendos

Yes. The category is usually called AI visibility tracking, AI citation tracking, GEO (Generative Engine Optimization) monitoring, or answer engine optimization (AEO) tools. They don’t literally crawl all AI assistants (most don’t expose that capability); instead they run tracked prompts against AI systems and record whether your brand/pages are mentioned or cited. CitePrism Veritas

Tools to look at:

• ahrefs.com — tracks visibility across ChatGPT, Gemini, Perplexity, Copilot, and Google AI surfaces; reports cited domains/pages. Ahrefs
• citeprism.com — focuses on which assistants mention you, which sources they trust, and the cited pages behind answers. CitePrism
• getveritas.io — tracks citations and competitor pages across major AI answer engines. Veritas
• botscope.ai — monitors how AI systems describe a brand and which pages get cited. BotScope

For a company website, the useful reports are usually:

• “Which URLs from our domain were cited?”
• “For which prompts/questions?”
• “Which AI assistant used them?”
• “Which competitor pages replaced us?”
• “What topics have no AI visibility yet?”

If you mean “find every time any AI assistant anywhere uses our pages”, no tool can reliably do that today because ChatGPT, Claude, Gemini, etc. do not provide a global citation log. The closest approach is prompt monitoring plus server analytics (AI crawler traffic, referral logs, and indexed-content monitoring). CitePrism rank.ai

Yes. The category is usually called AI visibility tracking, AI search monitoring, AEO (Answer Engine Optimization) tracking, or AI citation tracking. These tools don’t usually “crawl AI assistants” in the same way a search crawler crawls the web; instead, they run controlled prompts against AI assistants, capture the answers, and analyze:

• which of your URLs/domains are cited
• which pages competitors get cited instead
• which prompts cause your pages to appear
• which AI engines mention you (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.)
• trends over time Ahrefs Prism

Some tools in this space:

• ahrefs.com — tracks brand visibility across AI answers and reports cited domains/pages. Ahrefs
• citeprism.com — focuses on what AI assistants recommend, what sources they trust, and which domains are cited. CitePrism
• mentionscout.com — tracks AI answers, citations, competitor appearances, and cited URLs. MentionScout
• citations.io — monitors prompts and separates mentions from actual URL citations. Citations
• searchprism.io — stores AI answers and analyzes cited URLs and sources. Prism

A few things to keep in mind:

• They usually track prompts, not every possible AI conversation. They might monitor “best CRM for startups” or “alternatives to X,” but they cannot know every private ChatGPT conversation where someone mentions your site.
• Citations and mentions are different. An AI may use your content internally or summarize it without linking to you; some tools try to distinguish those cases. AllSearch
• You’ll want page-level data, not just “brand visibility.” The useful report is something like: > Prompt: “best accounting software for nonprofits”

AI: ChatGPT
Answer cited: /features/nonprofit-accounting
Competitor cited instead: /comparison/foo-vs-bar

If you are asking from an SEO/content team perspective, the closest equivalent to “Google Search Console for AI answers” is an AI citation tracker rather than a crawler. Citations AllSearch

I can also outline how to build a lightweight internal version (crawler + prompt runner + citation database) if you’re looking to do this at scale.

Yes. What you're describing is generally called AI search visibility / AI citation tracking / GEO (Generative Engine Optimization).

The key distinction is that you don't really want a crawler that just crawls AI assistants—you want a system that runs relevant prompts against AI search/answer engines, captures the answers, and maps the cited URLs back to your site.

Tools worth looking at

• otterly.ai — probably the closest match to what you described. It runs tracked prompts across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude, and reports which specific URLs are cited and how often. Otterly Otterly
• ahrefs.com — tracks mentions and citations across ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces. Importantly, it exposes top cited pages, not just whether your brand was mentioned. Ahrefs
• semrush.com — reports AI citations and specifically has a "Cited Pages" metric showing pages from your domain that appear in AI answers. Semrush
• Profound / Scrunch / Peec AI / AthenaHQ / ZipTie — other dedicated AI-search monitoring products in the same category. TechnologyAdvice

What I'd look for in your case

If your goal is:

"We have 10,000 pages. Show me which of our URLs are being used by ChatGPT/Perplexity/Gemini/etc. as sources, for what questions, and where."

I'd prioritize a tool that gives you a dataset roughly like:

Otterly and Semrush look particularly aligned with this use case, while Ahrefs is attractive if you already use its SEO ecosystem. Otterly explicitly says it tracks every cited URL and how often each URL is cited. Otterly

One important caveat: these systems generally don't have privileged access to "what ChatGPT knows internally." They repeatedly query the public AI/search experiences and analyze the answers and citations they return. Results can therefore vary with prompt, location, personalization, model, and time. Otterly explicitly discusses this issue. Otterly

If you're asking because you want to build this capability internally rather than buy a SaaS tool, that's also very doable—and I can outline an architecture for crawling/monitoring your entire site → generating relevant prompts → querying AI engines → extracting citations → storing URL-level attribution.

Yes. The category is usually called AI visibility tracking, LLM visibility, AI search monitoring, or GEO (Generative Engine Optimization) tracking. These tools don’t literally “crawl AI assistants” the way a search crawler crawls websites; instead, they typically run sets of prompts against AI answer engines, capture the responses, and analyze which brands, domains, and URLs are mentioned or cited. Rank.ai Oversearch

Tools in this space include:

• ahrefs.com — tracks visibility across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews, including cited domains/pages in its reporting. Ahrefs
• rank.ai — focuses on tracked prompts, mentions, citations, share of voice, and which URLs assistants cite. Rank.ai
• meev.ai — tracks AI surfaces and shows cited sources and pages for monitored prompts. Meev
• genwolf.ai — monitors prompts across multiple AI systems and reports sources behind answers. Genwolf
• citelens.ai — tracks mentions, citations, competitors, and source insights. CiteLens

For your specific question — “which of our pages are used as answers and where” — the features you want are:

1. URL-level citation tracking

• Example output: - Prompt: “Best accounting software for startups”
• Assistant: ChatGPT
• Cited URL: /blog/startup-accounting-guide
• Position/context: cited as a source for pricing comparison
• Prompt monitoring

• Define the questions customers actually ask.
• Re-run them over time.
• Track when your pages appear/disappear.
• Answer snapshots

• Store the exact AI response, not just a score.
• Useful because AI answers change frequently.
• Competitor citation analysis

• See: - “AI uses competitor.com/page-x instead of our page”
• “What topics are we missing?”

If you are building this internally, the architecture is usually:

• Prompt library → run prompts against AI/search APIs → collect citations/URLs → normalize URLs → dashboard by page/domain/model/date.

One caveat: there is no universal “crawl all ChatGPT answers” database. Many assistants don’t expose all user conversations or answer histories, so these products measure controlled queries rather than everything users ask. Plain Intelligence

If you mean SEO/marketing for your own website, I’d look for an AI visibility platform. If you mean a security/reputation monitor that watches public AI answers about your company, that’s a slightly different category.

Yes. The category you’re looking for is usually called AI visibility tracking, AI citation tracking, or GEO/AEO monitoring.

These tools don’t literally “crawl the assistants” in the same way an SEO crawler crawls Google. Instead, they repeatedly run a set of relevant prompts through AI assistants/search engines, capture the answers and cited sources, and build a map of which pages/domains are being used as sources.

A few that look particularly relevant:

• ahrefs.com — tracks ChatGPT, Gemini, Perplexity, Copilot and Google AI results, including the domains and pages cited. Good if you already use Ahrefs.
• citations.io — specifically focused on AI citations across ChatGPT, Gemini, Perplexity and Claude; shows which answers cite you and which sources are influencing the answers.
• citescopeai.com — particularly close to your description: you can track multiple URLs and see which URLs are cited, by which AI engine, and for which keywords.
• surva.ai — captures the actual AI response, cited URL, and citation position, across ChatGPT, Perplexity, Claude, Gemini and Google AI Overviews.
• centium.ai — more focused on the broader source graph: which sites/pages AI assistants rely on for answers in your industry, including competitors and third-party sources.

If your goal is specifically “which of our pages are being used?”

I'd prioritize CiteScope or Surva. They appear closest to a report like:

And if what you really want is “show me all the pages across the web that ChatGPT/Perplexity/etc. are using to answer questions in our category, and tell me where our pages fit in that source graph,” that's a slightly different—and more interesting—product. Centium looks particularly aligned with that use case. Centium

If you tell me what you want to measure (your own pages vs. competitors vs. the entire web), I can narrow this down to the 3 best tools and compare pricing/features.

Yes. The category is usually called AI visibility tracking, LLM citation tracking, GEO (Generative Engine Optimisation) tracking, or AI answer monitoring. These tools repeatedly run customer-style prompts through AI assistants and report:

• which of your URLs/domains are cited as sources
• which competitors are cited instead
• which prompts trigger your pages to appear
• which AI engines mention you (ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, etc.)
• citation frequency over time Payline Data Citations

Some tools worth looking at:

A typical workflow is:

1. Export your important pages (product pages, guides, comparisons, research).
2. Define 50–500 prompts your customers ask AI assistants, e.g.: - “best software for X”
3. “how do I solve Y”
4. “alternatives to competitor Z”
5. Run those prompts weekly/monthly.
6. See: - “AI cited /blog/how-to-x 37 times”
7. “Competitor A appears in 62% of answers where you appear in 8%”
8. “You are mentioned but not cited”
9. Optimise pages to become better source material.

One important distinction: no tool can truly crawl "all AI assistants" or see every private ChatGPT conversation. They estimate visibility by running controlled prompt sets and collecting available answers/citations. Tools differ mainly in how many engines they test and how much prompt coverage they provide. allsearch.io Citations

If your goal is specifically “show me every page on my site that ChatGPT/Claude/Gemini are using as answers”, look for tools with URL-level citation reporting, not just “brand mentions.” Payline Data

Yes. The category you’re looking for is usually called AI visibility tracking, AI citation tracking, or GEO (Generative Engine Optimization) monitoring.

These tools don't literally crawl every AI assistant continuously. The better ones run a controlled set of real customer prompts against AI engines, capture the answers, and record which URLs/domains the answer cites.

A few worth looking at:

• ahrefs.com — particularly interesting if you already use Ahrefs. It tracks ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews, including which domains and pages get cited.
• citations.io — explicitly focused on citation tracking across ChatGPT, Gemini, Perplexity and Claude. It shows the answers and the sources being cited.
• citeprism.com — tracks the actual AI answers and lets you see the sources underneath them, including competitor sources.
• foglift.io — tracks prompts, engines, specific URLs cited, competitors, share of voice and sentiment.
• ahoylighthouse.com — more page-oriented; it claims to identify which of your pages are being cited and gives page-level recommendations.
• botscope.ai — specifically includes a layer measuring which of your pages get cited.

The distinction I'd pay attention to

If your question is:

"Which pages on our domain are actually being used as sources in AI answers, for which questions, and in which AI engines?"

then you want a tool that gives you a dataset roughly like:

That's considerably more useful than a generic "AI visibility score."

One important caveat: there isn't a universal crawler that can tell you every time an AI assistant uses your content. Most systems can only measure the answers they themselves query, and citation behavior varies substantially between engines. Tools such as Foglift explicitly frame the useful unit as the prompt + answer + cited URL + engine + date. foglift.io

If you tell me what you actually want to monitor (e.g. 500–10,000 pages, ecommerce/content/docs, and ChatGPT/Perplexity/Gemini/etc.), I can narrow this down to the 2–3 tools that best fit, including which ones expose page-level citation data and APIs/export.

Yes. There’s now a fairly mature category for this: AI search / GEO visibility platforms. They don’t just track whether your brand is mentioned; the better ones track which specific URLs from your site are retrieved or cited in AI answers, for which prompts, and in which AI engines.

A few worth looking at:

• peec.ai — probably closest to what you're describing. It tracks source visibility at the URL level, including which of your pages are retrieved, which are explicitly cited, and citation frequency. It covers ChatGPT, Google AI Overviews/AI Mode, Gemini, Perplexity, Copilot and others. Peec AI Peec.ai Docs
• otterly.ai — tracks AI answers and their citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude. Its citation reports let you see the actual URLs being cited. Otterly Otterly AI
• tryprofound.com — more enterprise-oriented, with citation tracking showing which answer engines cite your content, how often, and across which prompts. Profound

One important distinction

There are actually two different things you may want to measure:

1. "Which of our pages are being cited?"

Example: /pricing was explicitly linked in 143 ChatGPT answers.

2. "Which of our pages are being used to formulate answers?"

Example: ChatGPT retrieved /technical-guide while answering a question, but didn't show the URL to the user.

Peec explicitly distinguishes "used" vs. "cited", which is particularly interesting for what you're asking. Peec AI Peec.ai Docs

There's also a complementary approach: crawl/log analytics. For example, Otterly's newer Agent Analytics can analyze your server logs and show which AI crawlers visit which URLs—including ChatGPT, Claude, Perplexity, Gemini, etc. Otterly AI

So if you're trying to build a dashboard like:

Our domain → /pages → AI engine → prompt/question → answer → cited/used → competitor pages → frequency

Yes, that's possible today. Peec and Otterly are particularly close.

If you tell me what you're trying to accomplish commercially (e.g. SEO reporting, content optimization, proving ROI to clients, or building this capability into your own product), I can compare the tools and tell you which one I'd pick and what data you can actually get via API.

Yes. What you’re describing is usually called AI visibility / GEO (Generative Engine Optimization) tracking: tools repeatedly query AI assistants, capture the answers and citations, and tell you which of your URLs are being used, for which prompts, and which competitors are cited instead.

A few worth looking at:

• geosource.ai — specifically tracks citations across ChatGPT, Perplexity, Claude, and Gemini, including the actual pages being cited. GeoSource.ai
• geo-ai-mention.com — particularly close to what you described. It has page-level AI scores, shows the prompts that surface individual URLs, tracks citations, and includes AI-crawler tracking. LLM Search Console
• indexly.ai — captures the full source list for each tracked prompt and groups citations by domain, with historical tracking. Indexly
• citations.io — tracks whether ChatGPT, Gemini, Perplexity, and Claude cite you, including the answers that cite you and those that don't. Citations
• ahrefs.com — useful if you're already using Ahrefs; it monitors brand visibility across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews. Ahrefs

The distinction I'd pay attention to

There are actually two different things you might mean by "crawls AI assistants":

1. Citation/answer tracking

"When someone asks X, does ChatGPT cite /our-guide-to-X?"

This is what most GEO platforms do.

2. AI crawler/access tracking

"Did an AI crawler actually visit /our-guide-to-X, when, and which crawler was it?"

That's a different layer—more analogous to Google Search Console/server-log analysis. Some newer platforms, including LLM Search Console, explicitly offer AI Crawler Tracking alongside citation tracking. LLM Search Console

If your goal is "show me every page on our site that is actually being used as a source in AI answers, which assistants use it, what questions trigger it, and how often", I'd focus on LLM Search Console, GeoSource, or Indexly rather than a generic "AI visibility score."

If you tell me what kind of site/business you have and roughly how many pages, I can also compare the best 3–5 tools specifically for this use case (including pricing and whether they can give you URL-level data).

Yes. This is now a real category usually called AI visibility / AI search visibility / GEO (Generative Engine Optimization) tracking.

The important distinction is that some tools track whether your brand is mentioned, while the better ones show the exact pages/URLs that AI assistants cited and the answer in which they appeared.

Tools worth looking at

• ahrefs.com — Tracks ChatGPT, Gemini, Perplexity, Copilot and Google AI results, including the specific pages cited. Ahrefs
• citations.io — Particularly focused on citation intelligence: which answers cite you, which merely mention you, and the sources used. Covers ChatGPT, Gemini, Perplexity and Claude. Citations.io
• hypado.com — Lets you track your own prompts over time and see new/lost citations plus the pages and domains models rely on. hypado.com
• kitbase.dev — Good if you specifically care about going from an AI answer → cited domain → exact URL. It also tracks which questions you're winning/losing. Kitbase
• citeprism.com — Shows the actual AI answer, your mentions, competitors, and the sources cited underneath it. CitePrism
• frase.io — Simpler option for checking whether ChatGPT, Perplexity and Gemini cite your domain. Frase

If by "crawls AI assistants" you mean something more specific

There are actually two different products emerging:

1. AI-answer monitoring

"Ask 500 questions relevant to my business every week and tell me which of my URLs appear in the answers."

That's what the tools above primarily do. They repeatedly query AI systems, save the answers, extract citations, and give you page-level attribution.

2. AI crawler/log monitoring

"Tell me which AI bots are actually crawling my website, what pages they're requesting, and when."

That's different. For example, WhiteRank has AI Bot Analytics intended to track which AI crawlers visit your pages and what they index. WhiteRank

The really interesting setup is to combine the two:

AI crawler activity → pages crawled → pages subsequently cited in AI answers → exact prompts/answers → competitors' cited pages.

If that's what you're looking to build or buy, I can map out the current tools that get closest to that full pipeline, including which ones can give you URL-level attribution, which AI assistants they cover, pricing, and whether they have an API.

Yes. This is now a fairly well-defined category called AI visibility / GEO (Generative Engine Optimization) tracking.

The important distinction is that the better tools don't merely tell you “your brand was mentioned.” They can show which exact URLs from your site were cited, for which prompts, by which AI assistant, and sometimes the actual answer/source list.

A few worth looking at:

• Scrunch — particularly close to what you're describing. It tracks citations across ChatGPT, Perplexity, Gemini and others, with URL-level drill-downs, the prompts where a page wins, the full AI answer, and the exact citations. Scrunch
• citations.io — monitors ChatGPT, Gemini, Perplexity and Claude and shows which answers cite you, including citation-level analysis. Citations.io
• serps.io — runs the same prompts across multiple engines and records whether your domain is cited, mentioned, or absent. SERPs
• ahoylighthouse.com — explicitly maps citations back to individual pages and provides page-level recommendations. Lighthouse
• frase.io — a simpler way to test a domain/URL against ChatGPT, Perplexity and Gemini. Frase
• ahrefs.com — more of a large-scale market/index approach, based on hundreds of millions of AI prompts, rather than simply crawling your own site. Ahrefs

But there's an important catch

There isn't really a Google Search Console equivalent for AI assistants that tells you all the times your pages influenced answers.

Most products work by:

1. Defining a set of prompts relevant to your business.
2. Sending those prompts to AI answer engines.
3. Recording the answer and cited URLs.
4. Mapping those citations back to your domain/page.
5. Tracking the results over time.

So if someone asks ChatGPT something you didn't anticipate, you generally won't get a notification that your /blog/foo page was used.

Also, “cited” and “used” aren't necessarily the same thing. A page can be retrieved and influence an answer without being prominently linked/cited in the final response. Research on this distinction calls it citation selection vs. citation absorption. arXiv

If what you're envisioning is specifically “crawl our entire site → query hundreds/thousands of relevant questions across ChatGPT/Claude/Gemini/Perplexity → tell me exactly which of our URLs are being used as sources and in which answers”, I can also give you a rundown of the 3–5 tools that come closest to that exact workflow, including pricing and how they differ.

Yes. What you’re describing is now a category usually called AI search visibility / AEO / GEO monitoring.

These tools essentially:

1. Define the questions your prospects might ask AI assistants.
2. Run those questions across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude, Copilot, etc.
3. Capture the resulting answers.
4. Identify which websites and specific URLs were cited.
5. Show which of your pages are being used, how often, for which questions, and against which competitors. Otterly Arbling

The ones I'd look at

• otterly.ai — probably the closest match to what you described. It explicitly tracks citations and can identify the links being referenced across multiple AI search platforms. It also has a content audit layer for determining why particular pages aren't being surfaced. Otterly Otterly
• Peec AI — particularly interesting if your priority is URL-level/source attribution, rather than simply knowing that your brand was mentioned. Arbling Design Copy
• Profound — more enterprise-oriented, with broader AI-search monitoring and reporting. Arbling Profound
• Semrush AI Toolkit — worth considering if you're already heavily invested in Semrush; it adds AI visibility/citation monitoring to the existing SEO stack. Austin Heaton

One important distinction

There are actually two different things you might mean by "crawls AI assistants":

A. "What pages are AI assistants citing in their answers?"
→ Yes, the tools above can do this.

B. "Which AI bots are actually crawling/reading our website, and which pages are they requesting?"
→ That's a different problem. You'd analyze server/CDN logs for crawlers such as GPTBot, ClaudeBot, PerplexityBot, etc. The visibility tools generally don't give you that underlying crawler-traffic data. Profound

If your goal is "Give me a dashboard showing every URL on our site and tell me: ChatGPT cited this page 17 times, Perplexity cited it 31 times, Gemini cited it 8 times, and these are the questions for which it was used", then yes—that is very close to what Peec/Otterly/Profound are designed to do.

If you tell me roughly how many pages your site has and whether you're B2B, ecommerce, publisher, SaaS, etc., I can tell you which of these is the best fit and what I'd use to build the underlying measurement system.

Yes. The category is usually called AI visibility tracking, LLM citation tracking, GEO (Generative Engine Optimization) tracking, or AI answer monitoring.

These tools generally do not crawl AI assistants directly (the models themselves are not open crawls). Instead, they:

1. Run a set of real user-style prompts against AI answer engines (ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, etc.).
2. Capture the answers.
3. Extract which URLs/domains were cited.
4. Show which of your pages appear, for which prompts, and against which competitors.

Some tools in this space:

• scrunchai.com — focuses heavily on citation tracking: which URLs AI platforms cite, prompt-level answers, competitor citations, and historical trends. Scrunch
• mentionscout.com — tracks AI visibility across ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, and others, including cited sources and crawler activity. MentionScout
• citations.io — tracks mentions and citations across major AI assistants and provides citation-focused reporting. Citations
• frase.io — a lighter-weight option for checking whether AI engines cite your domain. Frase
• allsearch.io — separates "AI used your content" from "AI explicitly cited your URL," which is a useful distinction. AllSearch

If you mean "which exact pages on our site are being used as answers, without us manually specifying prompts", that is harder. The more mature tools usually work by:

• you providing a list of important queries ("best CRM for startups", "how to reduce churn", etc.), or
• generating likely buyer questions automatically,
• then mapping citations back to URLs.

A good internal setup often combines:

• AI citation tracker → "which pages get cited"
• server logs / analytics → "are AI crawlers visiting us"
• content inventory → "which pages are citation-worthy but missing"

For an enterprise SEO/content team, the report you probably want is something like:

If you tell me your scale (startup site vs. enterprise with thousands/millions of pages) and whether you care more about ChatGPT citations, AI crawler logs, or all AI search engines, I can narrow down the best fit.

Yes. This category is usually called GEO (Generative Engine Optimization) or AI visibility / AI citation tracking.

If what you mean is:

“Give this tool our domain, have it run realistic questions through ChatGPT/Claude/Gemini/Perplexity, and tell us which of our URLs are actually being cited as sources in the answers.”

then there are several tools doing essentially that now.

Tools worth looking at

• citations.io — tracks AI answers across ChatGPT, Gemini, Perplexity and Claude, including the sources cited. Its dashboard is specifically oriented around “which answers cite you” and “which sources AI trusts.” Citations.io
• geoecho.ai — tracks mentions, rankings and citations and provides citation-source analysis, including the domains AI cites. GeoEcho
• geomonitor.app — queries six AI engines and captures the responses, citations and source URLs, then analyzes them. GEO Monitor
• aicitationmonitor.com — particularly focused on the “exact pages and third-party sites the engines pull from,” with prompt-by-prompt visibility. AI Citation Monitor
• synectgeo.io — interesting if you specifically care about page-level visibility; it reports “cited pages” in addition to overall citations. SynectGEO
• geo-ai-mention.com — one of the more comprehensive options; it explicitly advertises a “Source Influence Graph” showing where an AI citation came from and has page-level AI scoring. LLM Search Console

The important distinction

There are actually two different things you may want to measure:

1. AI visibility:

“Does ChatGPT recommend/mention our company?”

2. AI source/citation visibility:

“When ChatGPT answers a question, which specific URL on our site does it use as evidence?”

The second is much more interesting if you're doing SEO/content strategy.

For example, you ideally want a report like:

That lets you identify which pages are actually influencing AI answers, rather than just getting a vague “AI visibility score.”

If that's what you're trying to build internally, I can also give you a shortlist of the 3–5 strongest tools specifically for URL-level citation tracking, including pricing and what each can/can't crawl.

Yes. What you're describing is usually called AI visibility / AI citation tracking or GEO/AEO tracking.

The key distinction is that the better tools don't just ask “does ChatGPT mention our brand?” They show which exact URLs are being cited as sources, for which prompts, and by which AI assistant.

A few worth looking at:

• indexly.ai — particularly close to your description. It shows daily citation counts by specific page/URL, AI model, and historical changes. Indexly
• vercite.io — tracks the exact sources cited by ChatGPT, Gemini, Perplexity and Google AI surfaces, including retrieved vs. actually cited pages. Vercite
• centium.ai — runs category prompts across ChatGPT, Gemini, Claude, Grok and Perplexity and logs every cited URL, the prompt, model and citation position. Centium
• tryprefer.com — tracks buyer questions across ChatGPT, Claude, Gemini and Perplexity and identifies the pages that get you into the answer. Prefer
• searchprism.io — interesting if you also want to understand why a competitor's page is getting cited; it crawls cited pages and scores things like freshness, direct answers and schema. Prism

If you mean something slightly more ambitious

If by “crawls AI assistants” you mean:

Give it our domain → continuously query hundreds/thousands of relevant questions across AI assistants → tell me exactly which of our URLs are being used, what answers they're appearing in, which competitors' pages are being used instead, and how that changes over time

then yes, that category now exists, but the products vary substantially in how deeply they actually expose the underlying citations.

I'd shortlist Indexly, Vercite, and Centium for the specific “which of our pages are AI using?” question.

One important caveat: these tools generally simulate/run tracked prompts against the assistants' web-search interfaces or APIs. They cannot see the private prompts and retrieval activity of all real users, so “AI used our page” generally means “we observed the page being cited/retrieved in the AI queries we monitor,” not a complete log of every real-world ChatGPT/Claude user who saw it. Vercite explicitly distinguishes retrieved pages from pages that make the final citation. Vercite

If you tell me roughly how many pages you have and whether you're primarily interested in ChatGPT, Perplexity, Gemini, Claude, or all of them, I can narrow this down to the 2–3 tools I'd actually evaluate.

Yes. What you're looking for is generally called AI visibility, AI citation tracking, or GEO (Generative Engine Optimization) monitoring.

These tools repeatedly run relevant prompts through AI assistants and record which domains/pages get cited, how often, and which competitors are being cited instead.

The closest matches

• indexly.ai — Probably the closest to your exact question. It has a “My Page Citations” view showing which specific URLs on your domain are cited, citation counts, and which AI model cited each page. It tracks ChatGPT, Claude, Gemini, Perplexity, Grok and Google AI Overviews. Indexly
• otterly.ai — Tracks brand/site citations across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Claude and Copilot, with page-level/content auditing as well. Otterly
• tryprofound.com — More enterprise-oriented AI-search intelligence; useful if you want large-scale prompt monitoring, competitive analysis and citation/source data.
• ahrefs.com — Good if you're already using Ahrefs. It monitors visibility across ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews. Ahrefs also has a specific AI Overviews tracker showing which pages Google cites. Ahrefs Ahrefs
• genwolf.ai — Tracks mentions, citations and competitors across ChatGPT, Gemini, Perplexity, Google AI Overviews and AI Mode, with daily answer history. Genwolf

If your question is specifically…

“We have 10,000 pages. Show me which of our URLs are actually being used as sources in AI answers, for which questions, by which assistants, and how that changes over time.”

Then Indexly is particularly close to that requirement. Its page-citation reporting explicitly breaks citations down to individual URLs and AI engines. Indexly

The important distinction is that these aren't literally crawling the AI assistants themselves. They generally submit a controlled set of prompts to the AI/search systems, capture the resulting answers and citations, and aggregate the results. That distinction matters because AI answers are personalized and can change from one run to another. Otterly, for example, explicitly describes its approach as directly analyzing AI search platforms rather than trying to infer citations from the underlying model. Otterly

If you tell me roughly how many pages you have and which assistants matter (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.), I can narrow this down to the 2–3 tools that best fit and compare them on page-level citation tracking, API access, crawling, pricing, and scale.

Yes. The category is usually called AI visibility tracking, AI citation tracking, Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) tools. They don't literally "crawl AI assistants" in the same way Google crawls websites; instead, they typically run a set of prompts against AI answer engines, capture the responses, and record whether your domain/pages are mentioned or cited. TriRank Citations.io

Tools in this space include:

• citations.io — Tracks whether ChatGPT, Gemini, Perplexity, and Claude mention or cite your brand, including cited sources and competitor comparisons. Citations.io
• ranklogs.com — Tracks citations and mentions across AI answer surfaces and shows where your brand appears or is missing. Ranklogs
• synectgeo.io — Focuses on AI visibility scores, cited pages, competitors, and source analysis across major assistants. SynectGEO
• deepsmith.ai — Tracks mentions, citations, share of voice, and which sources AI systems rely on. DeepSmith
• koalr.ai — Reports cited pages, mentions, and where competitors appear instead. Koalr

The metrics you probably care about are:

A typical workflow is:

1. Build a list of 50–500 prompts your customers ask AI assistants. - "best [category] software"
2. "how to solve [problem]"
3. "alternatives to [competitor]"
4. "[product] vs [product]"
5. Run those prompts regularly in ChatGPT, Gemini, Claude, Perplexity, etc.
6. Store: - the exact answer
7. cited URLs
8. mentioned brands
9. competitors cited
10. your page position in the answer
11. Optimize pages that are close to being cited but losing to other sources.

One important caveat: nobody can reliably see "all AI answers everywhere" because models are not a single searchable index and responses vary by user, location, account, model version, and time. The better tools measure repeatable prompt sets over time, not a universal crawl. TriRank

If you mean "a tool like Google Search Console, but for AI assistants that tells me every time any AI cites any URL on my site", that does not really exist yet at full coverage. The closest approach is AI visibility monitoring plus your own server logs/analytics for AI crawler activity.

Yes. What you’re describing is generally called AI visibility / AI citation tracking or GEO (Generative Engine Optimization) tracking.

These tools don’t literally crawl every AI assistant continuously. Instead, they run a large set of relevant prompts against AI engines, capture the answers, and record which domains/pages were cited.

A few worth looking at:

• ahrefs.com — tracks ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews, including which domains and pages get cited. Ahrefs
• citations.io — particularly close to your description: it has a citation map showing every URL/domain cited, along with the prompts and engines producing those citations. Citations Citations
• kitbase.dev — lets you drill from cited domains down to the exact URLs cited and see which questions those pages win. Kitbase
• genwolf.ai — runs prompts daily across ChatGPT, Gemini, Perplexity and Google AI surfaces and tracks citations, competitors and source domains. Genwolf
• pagelens.ai — specifically shows the sources behind AI answers, including which source "won" the citation versus your site. PageLens

If you mean something slightly different

If your goal is:

"Give me a list of every page on ourdomain.com that ChatGPT/Claude/Gemini/Perplexity have actually used as a source, what questions caused each page to be used, and how often."

Then yes, that is a real product category, but there's an important limitation: you can't reliably discover all historical AI usage just by crawling the assistants. You have to sample/query the assistants and observe their citations. For citation-capable/search-backed answers, you can build a pretty useful dataset:

AI engine → prompt → answer → cited URL → your page → competitor cited → frequency over time

Citations.io and Kitbase look particularly aligned with that page-level use case. Citations Kitbase

If you're asking because you want to build this tool yourself, that's also very doable—and I can outline the architecture, APIs, crawling strategy, and how I'd get from "AI cited our page" to a searchable database of AI citations.

Yes. What you’re describing is now generally called AI search visibility / GEO (Generative Engine Optimization) tracking.

The important distinction is that the better tools don't just tell you “your brand was mentioned” — they can show which exact URLs from your site were cited in AI-generated answers, for which prompts, and in which AI engine.

A few worth looking at:

• otterly.ai — probably the closest match to what you described. It runs tracked prompts across ChatGPT, Perplexity, Gemini, Google AI Overviews/AI Mode, Claude and Copilot, and reports the specific cited URLs. Otterly Otterly
• tryprofound.com — more enterprise-oriented, with deeper AI-answer/citation analytics and URL-level attribution. GeoHero
• peec.ai — another GEO-focused platform that tracks AI visibility and citations across major AI search engines. GeoHero
• citations.io — specifically focused on monitoring citations in ChatGPT, Gemini, Perplexity and Claude, including the sources being cited. Citations

The data you're probably looking for

Ideally, you want a system that produces something like:

Then you can aggregate it into “which pages on our domain are actually becoming sources for AI answers?”

One caveat: these tools generally simulate/track a defined set of prompts and capture the resulting AI answers. They aren't literally watching every ChatGPT/Claude/Gemini conversation on the internet. AI answers are also personalized and can change, so the numbers are best treated as monitoring/sampling rather than absolute counts. Otterly

If you tell me what kind of site you have (e.g. SaaS, ecommerce, publisher, local business) and roughly how many pages, I can recommend the 2–3 tools that are best specifically for finding which of your URLs are being cited, rather than just measuring brand mentions.

Yes. The category you’re looking for is generally called AI visibility / AEO (Answer Engine Optimization) tracking.

A few tools now specifically track which URLs from your site are being cited in AI-generated answers, not just whether your brand was mentioned:

• ahrefs.com — probably the closest match. It tracks ChatGPT, Perplexity, Gemini, Copilot, Google AI Overviews and AI Mode, and can show the specific pages/URLs cited. It also distinguishes between pages that were actually cited and pages AI found/retrieved but didn't cite. Ahrefs Help Center Ahrefs
• otterly.ai — tracks prompts across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude, including which URLs are cited and how frequently. Otterly
• Profound — more enterprise-oriented, with AI answer/citation monitoring and competitive analysis. It's one of the major platforms in this category alongside Otterly and Peec. Tracemetry Austin Heaton

The important distinction

There are actually two different things you might want to measure:

1. "Which of our pages are cited?"

Example:
yoursite.com/pricing → cited 47 times
yoursite.com/guides/seo → cited 31 times

2. "Which of our pages are being used behind the scenes, even when they're not cited?"

This is more interesting. Ahrefs calls this "Found in" versus "Citation." AI systems can retrieve a page and use its information in generating an answer without putting that page in the visible citations. Ahrefs Help Center

If by "where" you mean "show me the exact AI question/answer where our URL appeared, which assistant used it, and what part of our site was cited", then yes, that's increasingly possible, but the tools differ substantially in how much of the underlying answer they expose.

If you tell me what you want to monitor (e.g. 100–10,000 pages, which AI assistants, and whether you care about competitor pages too), I can compare the best 3–5 tools specifically for that use case, including pricing and whether they crawl your entire site automatically.

Yes. The category is usually called AI visibility tracking, AI search monitoring, Generative Engine Optimization (GEO) tracking, or AI citation tracking.

These tools don’t literally “crawl AI assistants” in the same way a search crawler crawls websites. Instead, they typically:

1. Run a set of prompts/questions against AI systems (e.g. “best accounting software for small businesses”).
2. Capture the generated answers.
3. Extract: - which of your pages/domains were cited
4. which competitor pages were cited instead
5. what prompts triggered citations
6. which AI engine used the source (ChatGPT, Gemini, Perplexity, Claude, etc.)
7. citation frequency and trends

Some examples:

• Ahrefs has AI visibility tools that track mentions and cited pages across AI search experiences, including ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces. Ahrefs
• mentionscout.com tracks AI answers and shows the source URLs cited, the prompts producing them, and competitor citation gaps. MentionScout
• citations.io focuses specifically on AI citations and shows when AI systems mention or link to brands. Citations.io
• centium.ai is aimed at seeing the “source stack” behind AI answers — the pages, posts, and sites models use as evidence. Centium
• rankbits.com tracks cited sources and pages, especially around Perplexity-style answer engines. RankBits

For a content/SEO team, the useful output usually looks like:

A few caveats:

• ChatGPT citations are not the same as Google rankings — an AI model may use content internally without showing a link.
• Results can vary heavily by prompt wording, geography, model version, and time.
• The best tools let you define your own “buyer questions” rather than only measuring brand mentions. Citations.io DeepSmith

If your goal is specifically “which URLs on our domain are being used as evidence by AI assistants”, I’d look for tools with citation-level reporting, not just “AI brand visibility scores.” Centium allsearch.io

Yes. The category is usually called AI visibility tracking, AI citation tracking, Generative Engine Optimization (GEO) tracking, or Answer Engine Optimization (AEO) monitoring. These tools don't literally crawl every AI assistant in the way Googlebot crawls the web; instead, they typically run tracked prompts against AI assistants, capture the answers, and record which domains/pages are cited or mentioned. Slate Foglift

Tools worth looking at:

• ahrefs.com — Tracks visibility across ChatGPT, Gemini, Perplexity, Copilot, and Google AI surfaces; reports mentions and cited domains/pages. Ahrefs
• otterly.ai — Focused on monitoring AI search results, citations, and crawlability signals across major AI answer engines. Citation Hawk
• conductor.com — Enterprise SEO platform with AI visibility/citation tracking capabilities. Citation Hawk
• tryprofound.com — Enterprise-focused AI search monitoring (often used by larger brands).
• peec.ai — Tracks brand visibility and citations in AI answers.
• citations.io — Specifically focused on which AI engines cite your brand and which sources they use. Citations.io
• indexly.ai — Tracks mentions, citations, sentiment, and AI referral traffic. Indexly

What you generally get from these platforms:

• Which AI assistants cite you

• ChatGPT
• Perplexity
• Gemini
• Claude
• Google AI Overviews / AI Mode
• Copilot (varies by vendor) Slate
• Which of your URLs appear

• /blog/how-to-x
• /docs/product-guide
• /research/report
• pricing/product pages
• The prompt that triggered it

• “best CRM for startups”
• “alternatives to X”
• “how do I solve Y problem”
• Who beats you

• competitor domains cited instead
• third-party pages ranking above your own content
• Trends

• citation share over time
• new pages being picked up
• lost citations

One important distinction: if you mean “which AI crawlers are actually visiting my site”, that is a different problem. You’d look at server logs, CDN analytics, or bot-management tools to identify crawlers such as GPTBot, ClaudeBot, Google-Extended, etc. If you mean “which of my pages are being used as sources in answers users see”, the AI citation trackers above are the right category. Foglift

For a marketing/SEO team, I’d usually evaluate them by asking:

1. Can it show the exact prompt + AI answer + cited URL?
2. Does it track your competitors’ citations?
3. Can it export the data?
4. Does it distinguish mention vs actual linked citation?

Those four capabilities are more useful than a single “AI visibility score.” Ahrefs Foglift

Yes. The category is usually called AI visibility tracking, LLM citation tracking, or GEO (Generative Engine Optimization) monitoring. These tools don’t literally “crawl AI assistants” the way Googlebot crawls the web; instead, they typically run tracked prompts through AI answer engines, capture the responses, and record whether your domain/pages are mentioned or cited. Slate Link Building Journal

Tools worth looking at:

• ahrefs.com — Tracks brand visibility across ChatGPT, Gemini, Perplexity, Copilot, and Google AI surfaces; shows cited domains/pages in its reporting. Ahrefs
• otterly.ai — Focused on AI search monitoring; tracks mentions and citations across major AI answer engines. Distribution.studio
• allsearch.io — Specifically separates AI “sources,” citations, and mentions, which is useful if you care about whether a page was actually linked. AllSearch
• citations.io — Tracks which prompts produce citations, which URLs appear, and competitor visibility. Citations.io
• surva.ai — Captures AI responses, cited URLs, and citation position across several assistants. Surva.ai

For a content/SEO team, the dashboard you probably want looks like:

A few caveats:

• AI answers are not deterministic, so good tools track many repeated prompts over time, not one-off checks. SERPs
• Being mentioned is different from being cited. A model can use your information without linking to your page. AllSearch
• There is no universal “AI crawler index” equivalent to Google Search Console; these products generally build their own monitoring datasets by querying assistants and collecting outputs. Slate

If your goal is specifically “which of our URLs are being used as sources by ChatGPT/Claude/Perplexity, for which user questions?”, I’d prioritize tools that expose prompt → answer → cited URL, rather than just a brand visibility score. AllSearch Surva.ai

Yes. What you’re describing is usually called AI visibility tracking, AI search monitoring, or GEO (Generative Engine Optimization) tracking. These tools don’t exactly “crawl AI assistants” in the same way Google crawls websites; instead, they typically run tracked prompts against AI answer engines, capture the responses, and extract which domains/pages are mentioned or cited. Ahrefs Tracemetry

Some tools that do this:

• ahrefs.com — Tracks brand visibility across ChatGPT, Gemini, Perplexity, Copilot, and Google AI features; reports mentions and cited pages/domains. Ahrefs
• citations.io — Focused specifically on AI citations; shows when AI engines cite you, which URLs are cited, and competitor sources. Citations.io
• mentionscout.com — Tracks AI answers across multiple engines and surfaces the source URLs behind citations. MentionScout
• rankscale.ai — Tracks cited domains and URLs across AI engines and analyzes citation share. Rankscale.ai
• deepsmith.ai — Tracks whether AI answers mention or cite your brand and which sources are trusted. DeepSmith

Typical outputs look like:

A few caveats:

• There is no universal crawler/API that sees every ChatGPT/Gemini/Claude answer in the wild. Most tools sample answers by repeatedly asking tracked questions. Tracemetry
• Results depend heavily on the prompts you monitor. Good tools let you define your customer questions and competitors. MentionScout
• “Used as an answer” can mean different things: - your page was linked/cited
• your content was used but not linked
• your brand was mentioned
• your competitor was chosen instead

If your goal is specifically “which URLs on my site are being pulled into AI answers and for what queries?”, I’d look first at citation-focused tools (Citations.io, MentionScout, Rankscale) rather than general SEO suites. Citations.io MentionScout Rankscale.ai

Yes. What you’re describing is usually called AI search visibility / AI citation tracking or GEO (Generative Engine Optimization) monitoring.

These tools repeatedly run relevant prompts through AI answer engines and record which exact URLs get cited, which competitors get cited instead, and often the prompt/answer/engine involved.

Tools worth looking at

• OtterlyAI — probably the closest match. It tracks citations across ChatGPT, Google AI Overviews, Perplexity, Gemini and Copilot, and its citation report can show the prompts where a particular URL was cited and which engine cited it. otterly.aiotterly.ai
• Ahrefs AI Visibility Checker — particularly useful if you're already an Ahrefs user. It reports which domains and pages get cited alongside your brand across ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews. ahrefs.comcitations.io
• Indexly — tracks citations across ChatGPT, Claude, Gemini, Perplexity, Grok and AI Overviews, including the source list for each tracked prompt. It also tracks AI referral traffic. indexly.ai
• SERPclimber AI Visibility — interesting if your goal is specifically “which of our pages are winning/losing?” It tracks citation position, the competitor URL cited instead, and even whether AI crawlers are fetching your site. serpclimber.com
• Citations.io — focuses specifically on AI citations and shows which sources are being cited across ChatGPT, Gemini, Perplexity and Claude. citations.io

The distinction I'd pay attention to

There are actually two different products being sold under “AI visibility”:

1. Brand monitoring

“Does ChatGPT mention our company?”

2. Citation/source monitoring

“For questions in our market, which exact URLs does ChatGPT use to construct its answer?”

You want #2.

For example, ideally your dashboard would say:

That lets you answer the much more actionable question: “Which pages do we need to improve so AI assistants start using them as sources?”

One caveat: these aren't literally crawling all AI assistants continuously. They generally maintain a set of relevant prompts, query the AI/search surfaces repeatedly, and capture the citations returned. Results can also vary by location, personalization, prompt wording and time. otterly.aiotterly.ai

If you tell me what your site/business is and roughly how many pages you have, I can narrow this down to the 2–3 tools that best fit your use case, including which ones actually give you URL-level attribution rather than just brand mentions.

Yes. What you're describing is generally called AI search visibility / AI citation tracking / GEO monitoring.

The closest tools I've found are:

• scrunch.com — probably the closest match. It tracks prompts across ChatGPT, Gemini, Perplexity and others, then shows the exact URLs cited, including which pages on your own domain are being used and which prompts produced those citations. Scrunch Scrunch Help Center
• otterly.ai — tracks AI citations across ChatGPT, Google AI Overviews/Mode, Perplexity, Gemini and Copilot. Its citation-detail view shows which prompts cited a particular URL and which engine cited it. Otterly Otterly
• indexly.ai — particularly interesting if your main question is "Which of our individual pages are being cited?" It provides URL-level citation counts by AI model and lets you filter by page/path. Indexly
• citations.io — monitors ChatGPT, Gemini, Perplexity and Claude and shows the sources selected for tracked customer queries, including competitors and third-party sources. Citations
• citescopeai.com — more narrowly focused on tracking whether specific URLs get cited by AI assistants. Citescope AI

One important distinction

These aren't literally crawling the AI assistants themselves. Most of them work by:

1. Defining a set of prompts/questions relevant to your business.
2. Running those prompts against the AI/search engines periodically.
3. Capturing the answers and their cited sources.
4. Mapping those citations back to specific URLs on your site.
5. Showing trends such as "this page was cited 47 times, mostly by ChatGPT, for these 12 prompts." Scrunch Help Center Scrunch

So if your actual goal is:

"Give me a map of our entire site → which AI assistants cite each URL → for what questions → how frequently → and what competitors' pages are being cited instead."

then Scrunch, OtterlyAI, and Indexly are the ones I'd investigate first.

There's also a potentially important distinction between citation tracking and AI crawler/server-log tracking. If by "crawls AI assistants" you mean "which AI bots are actually visiting/crawling our pages, what did they crawl, and did those visits subsequently result in citations?", that's a somewhat different product category. WhiteRank, for example, explicitly offers AI-bot analytics alongside citation visibility. WhiteRank

If you tell me roughly how many pages you have and which assistants matter (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.), I can narrow this down to the 2–3 tools that best fit and compare their pricing, coverage, API/export capabilities, and page-level reporting.

Yes. What you’re describing is now generally called AI visibility / AI citation tracking / GEO (Generative Engine Optimization).

A few tools specifically get close to “which of our pages are being used in AI answers, for which questions, and by which assistant?”

• Ahrefs AI Visibility Checker — tracks ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews, including which domains and pages get cited. Probably the most established option if you're already using Ahrefs.
• LLMRanks — particularly relevant to your question. It shows the exact pages cited for each prompt and each AI engine, including competitor pages that are cited when yours aren't.
• Indexly — tracks citations across ChatGPT, Claude, Gemini, Perplexity, Grok and AI Overviews, with citation data and AI referral traffic.
• Kadriva — tracks citations across ChatGPT, Perplexity, Gemini and Google AI Overviews, with page-level visibility and geographic coverage.
• AmICited — interesting if you want to see the actual answer history, rather than just a visibility score. It stores responses and lets you see when you went from uncited → cited.
• LLM Pulse's citation tracking — explicitly lets you drill down from domain → host → individual cited URLs, with per-model breakdowns.

The important distinction

There are really two different products being sold under “AI visibility”:

1. Brand monitoring

“Does ChatGPT mention Acme?”

Useful, but fairly shallow.

2. Citation/source intelligence

“Someone asked ChatGPT ‘best X for Y’. ChatGPT answered with these 6 recommendations, and it cited /blog/comparison-x-y, /product/x, and /guide/y from our site.”

The second is what you're describing. Tools like LLMRanks, LLM Pulse, Ahrefs and Indexly are much closer to it. llmranks.io

One caveat: there isn't a universal crawler that can observe everything users ask every AI assistant. These platforms generally run their own sets of prompts against the assistants/APIs, then record the answers and citations. So “which pages could be cited” and “which pages were actually cited in our tracked answers” are different datasets.

If you're thinking about this from an SEO/content team's perspective, I can also compare the best 5–10 tools specifically on page-level citations, prompt discovery, competitor citations, historical tracking, API access, and price.

Yes. What you’re describing is usually called AI search visibility / AI citation tracking / GEO (Generative Engine Optimization).

These tools repeatedly run relevant prompts through AI assistants and record which domains and exact URLs are cited in the answers.

A few worth looking at:

• Ahrefs AI Visibility Checker — tracks ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews; importantly, its reports include the domains and pages cited.
• Indexly AI Citation Tracker — particularly close to what you're asking: it claims to show exactly which pages on your domain ChatGPT, Claude, Gemini, Perplexity and Grok cited, with counts over time.
• Lantern Page Tracking — specifically built around tracking which of your URLs get cited across ChatGPT, Claude, Perplexity and other AI search surfaces.
• Orbilo Citation Tracking — records the exact URLs cited for each tracked prompt and lets you see whether your page, a competitor's page, or a third-party source won the citation.
• CiteScope AI — tracks prompts across ChatGPT, Gemini and Perplexity and shows the actual queries, answers and sources.

The important distinction

There are really two different things you might mean by "crawls AI assistants":

1. "Which of our pages are being cited?"
This is now fairly well supported. You give the tool your domain + a set of questions/topics, and it records things like:

Prompt: "Best accounting software for startups"
ChatGPT → yoursite.com/compare/accounting-software
Perplexity → competitor.com/review
Gemini → yoursite.com/guides/startup-accounting
Claude → no citation

2. "Tell me every time an AI assistant anywhere uses one of our pages."
That's much harder, and no tool can reliably observe every AI answer being generated worldwide. These products generally have to generate their own representative prompts and query the AI systems periodically. So the data is a monitored sample, not a comprehensive log of all users' ChatGPT/Claude/Gemini conversations. oversearch.ai

If your goal is content/SEO intelligence, I'd pay particular attention to tools that give you the URL-level citation matrix, rather than just a generic "AI visibility score." Indexly, Lantern and Orbilo look closest to that specific use case.

If you tell me roughly how many pages/domains you have and which assistants matter (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.), I can compare the best 5–10 options by exact URL tracking, prompt discovery, historical data, API access, pricing, and whether they actually crawl your whole site vs. just monitor selected URLs.

Yes. The category is usually called AI citation tracking, AI visibility tracking, AEO (Answer Engine Optimization) analytics, or GEO (Generative Engine Optimization) tools. These tools don’t literally “crawl all AI assistants” (because most assistants don’t expose their internal usage logs), but they run controlled prompts against AI systems, capture the answers, and record which URLs/domains are cited or mentioned. slatehq.com

Tools worth looking at:

For a marketing/SEO team, the dashboard you probably want looks like:

• Prompt: “best CRM for small businesses”
• AI engine: ChatGPT / Gemini / Perplexity / Claude
• Answer returned
• Sources cited
• Your URL cited? yes/no
• Exact page cited: /blog/best-crm-guide
• Competitors cited instead
• Citation frequency over time

A few caveats:

• No tool can know “ChatGPT trained on our page” or “Claude used our article internally” — that data is not exposed.
• The reliable measurement is visible citations and linked sources in AI answers.
• Results vary heavily by prompt, location, logged-in state, model version, and whether the assistant uses web search.

If your goal is specifically “which pages on our domain are being used as answers and for which customer questions?”, I’d focus on tools that expose URL-level citations + prompt-level answers, not just brand mentions. ai-cdn.scrunchai.comindexly.ai

Yes. What you’re describing is usually called AI visibility / AI citation tracking or GEO (Generative Engine Optimization) monitoring.

The important distinction is that you don't just want to know “does ChatGPT mention our brand?” You want to know:

• Which of our exact URLs are cited
• Which AI assistant/engine cited them
• What prompt triggered the citation
• What the AI answer actually said
• Where in the source list your page appeared
• Which competitor pages were cited instead
• How those citations change over time

A few tools now do this:

Microsoft Clarity is particularly close to what you described. Its AI Visibility Citation dashboard explicitly shows your cited pages, citation counts, associated queries, and the queries AI systems used to retrieve your content. learn.microsoft.com

Microsoft Clarity AI Citation dashboard

Ahrefs Brand Radar is another strong option. It reports both AI mentions and citations and can identify the specific URLs being cited. ahrefs.com

Ahrefs AI Visibility Checker / Brand Radar

OtterlyAI is more purpose-built around this use case: it monitors prompts across multiple AI engines and analyzes mentions, citations, competitors, and trends. otterly.aiahrefs.com

OtterlyAI

One important caveat

These tools generally don't literally crawl every conversation happening in ChatGPT/Gemini/etc. That's not technically available to them. Instead, they run a large set of representative prompts against the AI/search systems and record the resulting answers and citations. Ahrefs, for example, describes its system as using search-backed prompts, while Otterly describes automated querying of AI search engines. otterly.aiahrefs.com

So if your goal is something like:

“Give me every URL on our site and tell me which AI assistants are currently using each URL as a source, for what questions, and how often.”

Yes, that category of product exists now. Microsoft Clarity, Indexly, Frase, and Otterly are especially worth looking at.

If you tell me roughly how many pages your site has and which assistants matter most (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.), I can narrow this down to the 2–3 tools that best fit your use case and compare pricing/data coverage.

Yes. What you’re looking for is generally called AI search monitoring, AI citation tracking, or GEO (Generative Engine Optimization) tracking.

These tools essentially run a large set of questions through AI assistants/search engines and record:

• Which of your URLs get cited
• Which AI assistant cited them — ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews/AI Mode, etc.
• What prompt/question triggered the citation
• Where your page appeared in the answer/source list
• How often each URL is cited over time
• Which competitor pages are being cited instead
• Whether you're merely mentioned or actually linked/cited

A few worth looking at:

For example, you could get a report resembling:

Prompt: "Best accounting software for small businesses"
ChatGPT: Your /accounting-software-guide → cited #2
Perplexity: Competitor /best-accounting-software → cited #1
Gemini: Your /accounting-software-guide → cited #3
Google AI Overview: Your /pricing → cited
Claude: No citation

That's substantially more useful than simply knowing "our brand was mentioned."

One important distinction: these products generally aren't literally crawling all AI conversations. They create/track a defined set of prompts and query the AI/search systems repeatedly, then collect the answers and citations. Ahrefs, for example, describes its system as using search-backed prompts and can show the specific pages cited alongside your brand. ahrefs.com

If your goal is specifically "crawl our entire site and tell me which pages are being used by AI, by which assistant, for what questions, and where in the answer", I can compare the best tools for that exact use case—including pricing, API access, number of prompts, historical data, and whether they can track every URL on a large site.

Yes. A new category of tools has emerged for exactly this use case, often called AI visibility, Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) platforms.

They don't literally crawl ChatGPT's internal knowledge. Instead, they:

• Run thousands of prompts across ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews, etc.
• Record which brands and URLs appear in answers.
• Track which pages are cited as sources (where the platform exposes citations).
• Compare your visibility against competitors.
• Show trends over time and often recommend content improvements. otterly.ai

Here's how the leading tools compare:

If your question is specifically:

"Which of our pages are being used by AI assistants as answers?"

The better platforms will tell you things like:

• /blog/xyz-guide is cited in 18% of ChatGPT answers for a tracked prompt set.
• /pricing is never cited.
• Competitor X's comparison page is cited instead.
• These third-party sites are referenced more often than your own pages.

Some also show:

• Share of voice
• Sentiment
• Exact prompts that triggered citations
• Citation history over time
• Missing topics where competitors are cited instead. otterly.ai

One limitation

No tool can tell you every time ChatGPT "used" your page internally. That's because:

• Many models answer from training data without exposing sources.
• Responses are personalized and can vary by user and over time.
• Only some AI products provide explicit citations or web references.

These platforms therefore measure observable AI answers by repeatedly querying the assistants, rather than inspecting the models themselves. otterly.ai

My recommendations

• Small to mid-sized company: Otterly AI
• SEO-heavy organization: Ahrefs Brand Radar or Semrush AI Visibility
• Enterprise / dedicated GEO team: Profound
• If your main goal is "which URLs get cited and why": Peec AI or Otterly AI tend to focus heavily on page-level citation reporting. otterly.ai

If you're thinking beyond monitoring and want to build an internal dashboard, it's also possible to automate this yourself by maintaining a prompt library, querying multiple AI assistants on a schedule, extracting cited URLs, and storing the results in a database for reporting. Many companies end up doing this alongside a commercial tool for more customized tracking.

Yes. A new category of tools has emerged for exactly this use case, often called AI visibility, Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) platforms.

They don't literally crawl ChatGPT's internal knowledge. Instead, they:

• Run thousands of prompts across ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews, etc.
• Record which brands and URLs appear in answers.
• Track which pages are cited as sources (where the platform exposes citations).
• Compare your visibility against competitors.
• Show trends over time and often recommend content improvements. otterly.ai

Here's how the leading tools compare:

If your question is specifically:

"Which of our pages are being used by AI assistants as answers?"

The better platforms will tell you things like:

• /blog/xyz-guide is cited in 18% of ChatGPT answers for a tracked prompt set.
• /pricing is never cited.
• Competitor X's comparison page is cited instead.
• These third-party sites are referenced more often than your own pages.

Some also show:

• Share of voice
• Sentiment
• Exact prompts that triggered citations
• Citation history over time
• Missing topics where competitors are cited instead. otterly.ai

One limitation

No tool can tell you every time ChatGPT "used" your page internally. That's because:

• Many models answer from training data without exposing sources.
• Responses are personalized and can vary by user and over time.
• Only some AI products provide explicit citations or web references.

These platforms therefore measure observable AI answers by repeatedly querying the assistants, rather than inspecting the models themselves. otterly.ai

My recommendations

• Small to mid-sized company: Otterly AI
• SEO-heavy organization: Ahrefs Brand Radar or Semrush AI Visibility
• Enterprise / dedicated GEO team: Profound
• If your main goal is "which URLs get cited and why": Peec AI or Otterly AI tend to focus heavily on page-level citation reporting. otterly.ai

If you're thinking beyond monitoring and want to build an internal dashboard, it's also possible to automate this yourself by maintaining a prompt library, querying multiple AI assistants on a schedule, extracting cited URLs, and storing the results in a database for reporting. Many companies end up doing this alongside a commercial tool for more customized tracking.

Yes. What you’re describing is generally called AI search visibility / GEO (Generative Engine Optimization) tracking.

A few tools now do substantially what you’re asking:

• OtterlyAI — probably the closest match. It runs your target prompts across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude, then tracks which URLs are cited, including your own pages and competitors'. Its Citation Details view can show the exact prompts where a particular URL was cited and which AI engine cited it. otterly.ai
• Profound — enterprise-oriented AI visibility monitoring; useful for tracking how brands and content appear across AI answers.
• Semrush AI Visibility Toolkit — integrates AI visibility into a broader SEO platform.
• Ahrefs — its AI visibility/Brand Radar capabilities are useful if you're already heavily invested in Ahrefs.
• Scrunch — more focused on how AI agents interact with and interpret your site, including technical AI-readability.

The distinction I'd pay attention to

If your question is specifically:

"We have 50,000 URLs. Which of our URLs are actually being used/cited in AI answers, for what questions, by which AI, and how often?"

then you want a citation-level tracker, not merely a brand-monitoring tool.

Ideally the output looks something like:

OtterlyAI is currently particularly interesting for this use case because its citation reporting explicitly gets down to the URL and prompt level. otterly.aihelp.otterly.ai

One important caveat: these aren't literally watching every real user conversation inside ChatGPT/Claude/etc. They generally run a controlled set of prompts repeatedly and record the answers/citations. AI answers are also nondeterministic, so a page being cited once doesn't mean it will be cited every time. Recent research specifically finds substantial variation between repeated AI-search queries. arxiv.org

If you're asking because you want to build this for your own site, that's also very doable—and there are some interesting ways to make it considerably more useful than the existing tools.

Yes. A new category of tools has emerged for exactly this use case, often called AI visibility, Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) platforms.

They don't literally crawl ChatGPT's internal knowledge. Instead, they:

• Run thousands of prompts across ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews, etc.
• Record which brands and URLs appear in answers.
• Track which pages are cited as sources (where the platform exposes citations).
• Compare your visibility against competitors.
• Show trends over time and often recommend content improvements. otterly.ai

Here's how the leading tools compare:

If your question is specifically:

"Which of our pages are being used by AI assistants as answers?"

The better platforms will tell you things like:

• /blog/xyz-guide is cited in 18% of ChatGPT answers for a tracked prompt set.
• /pricing is never cited.
• Competitor X's comparison page is cited instead.
• These third-party sites are referenced more often than your own pages.

Some also show:

• Share of voice
• Sentiment
• Exact prompts that triggered citations
• Citation history over time
• Missing topics where competitors are cited instead. otterly.ai

One limitation

No tool can tell you every time ChatGPT "used" your page internally. That's because:

• Many models answer from training data without exposing sources.
• Responses are personalized and can vary by user and over time.
• Only some AI products provide explicit citations or web references.

These platforms therefore measure observable AI answers by repeatedly querying the assistants, rather than inspecting the models themselves. otterly.ai

My recommendations

• Small to mid-sized company: Otterly AI
• SEO-heavy organization: Ahrefs Brand Radar or Semrush AI Visibility
• Enterprise / dedicated GEO team: Profound
• If your main goal is "which URLs get cited and why": Peec AI or Otterly AI tend to focus heavily on page-level citation reporting. otterly.ai

If you're thinking beyond monitoring and want to build an internal dashboard, it's also possible to automate this yourself by maintaining a prompt library, querying multiple AI assistants on a schedule, extracting cited URLs, and storing the results in a database for reporting. Many companies end up doing this alongside a commercial tool for more customized tracking.

Yes. A new category of tools has emerged for exactly this use case, often called AI visibility, Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) platforms.

They don't literally crawl ChatGPT's internal knowledge. Instead, they:

• Run thousands of prompts across ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews, etc.
• Record which brands and URLs appear in answers.
• Track which pages are cited as sources (where the platform exposes citations).
• Compare your visibility against competitors.
• Show trends over time and often recommend content improvements. otterly.ai

Here's how the leading tools compare:

If your question is specifically:

"Which of our pages are being used by AI assistants as answers?"

The better platforms will tell you things like:

• /blog/xyz-guide is cited in 18% of ChatGPT answers for a tracked prompt set.
• /pricing is never cited.
• Competitor X's comparison page is cited instead.
• These third-party sites are referenced more often than your own pages.

Some also show:

• Share of voice
• Sentiment
• Exact prompts that triggered citations
• Citation history over time
• Missing topics where competitors are cited instead. otterly.ai

One limitation

No tool can tell you every time ChatGPT "used" your page internally. That's because:

• Many models answer from training data without exposing sources.
• Responses are personalized and can vary by user and over time.
• Only some AI products provide explicit citations or web references.

These platforms therefore measure observable AI answers by repeatedly querying the assistants, rather than inspecting the models themselves. otterly.ai

My recommendations

• Small to mid-sized company: Otterly AI
• SEO-heavy organization: Ahrefs Brand Radar or Semrush AI Visibility
• Enterprise / dedicated GEO team: Profound
• If your main goal is "which URLs get cited and why": Peec AI or Otterly AI tend to focus heavily on page-level citation reporting. otterly.ai

If you're thinking beyond monitoring and want to build an internal dashboard, it's also possible to automate this yourself by maintaining a prompt library, querying multiple AI assistants on a schedule, extracting cited URLs, and storing the results in a database for reporting. Many companies end up doing this alongside a commercial tool for more customized tracking.

Yes. A new category of tools has emerged for exactly this use case, often called AI visibility, Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) platforms.

They don't literally crawl ChatGPT's internal knowledge. Instead, they:

• Run thousands of prompts across ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews, etc.
• Record which brands and URLs appear in answers.
• Track which pages are cited as sources (where the platform exposes citations).
• Compare your visibility against competitors.
• Show trends over time and often recommend content improvements. otterly.ai

Here's how the leading tools compare:

If your question is specifically:

"Which of our pages are being used by AI assistants as answers?"

The better platforms will tell you things like:

• /blog/xyz-guide is cited in 18% of ChatGPT answers for a tracked prompt set.
• /pricing is never cited.
• Competitor X's comparison page is cited instead.
• These third-party sites are referenced more often than your own pages.

Some also show:

• Share of voice
• Sentiment
• Exact prompts that triggered citations
• Citation history over time
• Missing topics where competitors are cited instead. otterly.ai

One limitation

No tool can tell you every time ChatGPT "used" your page internally. That's because:

• Many models answer from training data without exposing sources.
• Responses are personalized and can vary by user and over time.
• Only some AI products provide explicit citations or web references.

These platforms therefore measure observable AI answers by repeatedly querying the assistants, rather than inspecting the models themselves. otterly.ai

My recommendations

• Small to mid-sized company: Otterly AI
• SEO-heavy organization: Ahrefs Brand Radar or Semrush AI Visibility
• Enterprise / dedicated GEO team: Profound
• If your main goal is "which URLs get cited and why": Peec AI or Otterly AI tend to focus heavily on page-level citation reporting. otterly.ai

If you're thinking beyond monitoring and want to build an internal dashboard, it's also possible to automate this yourself by maintaining a prompt library, querying multiple AI assistants on a schedule, extracting cited URLs, and storing the results in a database for reporting. Many companies end up doing this alongside a commercial tool for more customized tracking.

Yes. A new category of tools has emerged for exactly this use case, often called AI visibility, Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) platforms.

They don't literally crawl ChatGPT's internal knowledge. Instead, they:

• Run thousands of prompts across ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews, etc.
• Record which brands and URLs appear in answers.
• Track which pages are cited as sources (where the platform exposes citations).
• Compare your visibility against competitors.
• Show trends over time and often recommend content improvements. otterly.ai

Here's how the leading tools compare:

If your question is specifically:

"Which of our pages are being used by AI assistants as answers?"

The better platforms will tell you things like:

• /blog/xyz-guide is cited in 18% of ChatGPT answers for a tracked prompt set.
• /pricing is never cited.
• Competitor X's comparison page is cited instead.
• These third-party sites are referenced more often than your own pages.

Some also show:

• Share of voice
• Sentiment
• Exact prompts that triggered citations
• Citation history over time
• Missing topics where competitors are cited instead. otterly.ai

One limitation

No tool can tell you every time ChatGPT "used" your page internally. That's because:

• Many models answer from training data without exposing sources.
• Responses are personalized and can vary by user and over time.
• Only some AI products provide explicit citations or web references.

These platforms therefore measure observable AI answers by repeatedly querying the assistants, rather than inspecting the models themselves. otterly.ai

My recommendations

• Small to mid-sized company: Otterly AI
• SEO-heavy organization: Ahrefs Brand Radar or Semrush AI Visibility
• Enterprise / dedicated GEO team: Profound
• If your main goal is "which URLs get cited and why": Peec AI or Otterly AI tend to focus heavily on page-level citation reporting. otterly.ai

If you're thinking beyond monitoring and want to build an internal dashboard, it's also possible to automate this yourself by maintaining a prompt library, querying multiple AI assistants on a schedule, extracting cited URLs, and storing the results in a database for reporting. Many companies end up doing this alongside a commercial tool for more customized tracking.

Yes. A new category of tools has emerged for exactly this use case, often called AI visibility, Answer Engine Optimization (AEO), or Generative Engine Optimization (GEO) platforms.

They don't literally crawl ChatGPT's internal knowledge. Instead, they:

• Run thousands of prompts across ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews, etc.
• Record which brands and URLs appear in answers.
• Track which pages are cited as sources (where the platform exposes citations).
• Compare your visibility against competitors.
• Show trends over time and often recommend content improvements. otterly.ai

Here's how the leading tools compare:

If your question is specifically:

"Which of our pages are being used by AI assistants as answers?"

The better platforms will tell you things like:

• /blog/xyz-guide is cited in 18% of ChatGPT answers for a tracked prompt set.
• /pricing is never cited.
• Competitor X's comparison page is cited instead.
• These third-party sites are referenced more often than your own pages.

Some also show:

• Share of voice
• Sentiment
• Exact prompts that triggered citations
• Citation history over time
• Missing topics where competitors are cited instead. otterly.ai

One limitation

No tool can tell you every time ChatGPT "used" your page internally. That's because:

• Many models answer from training data without exposing sources.
• Responses are personalized and can vary by user and over time.
• Only some AI products provide explicit citations or web references.

These platforms therefore measure observable AI answers by repeatedly querying the assistants, rather than inspecting the models themselves. otterly.ai

My recommendations

• Small to mid-sized company: Otterly AI
• SEO-heavy organization: Ahrefs Brand Radar or Semrush AI Visibility
• Enterprise / dedicated GEO team: Profound
• If your main goal is "which URLs get cited and why": Peec AI or Otterly AI tend to focus heavily on page-level citation reporting. otterly.ai

If you're thinking beyond monitoring and want to build an internal dashboard, it's also possible to automate this yourself by maintaining a prompt library, querying multiple AI assistants on a schedule, extracting cited URLs, and storing the results in a database for reporting. Many companies end up doing this alongside a commercial tool for more customized tracking.

Yes. The category is usually called AI search visibility, LLM visibility tracking, Generative Engine Optimization (GEO) analytics, or AI answer monitoring. There are tools that try to show when your content appears in answers from ChatGPT, Google AI Overviews, Perplexity, Claude, Gemini, etc., but the space is still evolving and no tool has perfect coverage because AI assistants don’t expose a universal “crawl log” of every answer.

Some tools to look at:

Typical capabilities:

• Prompt monitoring: “When someone asks ‘best CRM for small businesses,’ does my site appear?”
• Citation tracking: Which URLs from your domain are cited by AI answers?
• Competitor comparison: Are competitors being referenced more often?
• Engine coverage: ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews (varies by vendor).
• Share of voice: How often your brand/content appears versus others.

A few caveats:

• AI assistants do not work like Google’s index, so these tools usually simulate queries and record outputs rather than “crawl AI assistants.”
• Results can vary by location, account, personalization, model version, and time.
• If you specifically care about “which of our pages are being cited as sources”, look for tools with citation/URL-level reporting, not just brand mentions.

If you’re trying to measure this for a company website, the workflow is usually:

1. Build a list of 100–1,000 real customer questions.
2. Run them periodically through AI engines.
3. Track whether your URLs appear as citations.
4. Improve pages that are authoritative but not being surfaced.

For enterprise SEO teams, Profound and Scrunch AI are among the more directly focused options; for SEO teams already using a larger stack, Semrush or SE Ranking may fit better.

Yes. This category of tools is often called AI visibility, LLM SEO, or Generative Engine Optimization (GEO). They don't literally crawl AI assistants in the traditional web-crawler sense. Instead, they repeatedly query major AI models (ChatGPT, Gemini, Claude, Perplexity, etc.), analyze the responses, and identify:

• Whether your brand or website appears
• Which pages are cited or used as sources
• Which competitors are mentioned instead
• Which prompts trigger your content
• How your visibility changes over time

Some of the better-known platforms include:

If your goal is specifically:

"Which of our pages are being used as answers?"

Look for tools that provide:

• Citation detection
• URL-level attribution
• Prompt tracking
• AI search share of voice

A good report looks something like:

One limitation

Most AI assistants don't expose all of the internal documents or training data behind an answer. These tools can reliably tell you:

• when your page is directly cited,
• when it's linked,
• when your brand is mentioned,

but they generally cannot prove that a page influenced an answer if the model doesn't provide citations. That's a limitation of the AI platforms themselves, not the monitoring tools.

If you're looking for your own site's AI traffic

You can also combine these platforms with analytics to understand how AI assistants are interacting with your content:

• Referral traffic from AI products (when available)
• Server logs showing AI crawlers (e.g. OpenAI, Anthropic, Google, Perplexity)
• Search Console for traditional search performance
• AI crawler logs to see which pages are being fetched for indexing or retrieval

If you're an SEO team or publisher, using both an AI visibility platform and your own analytics provides the clearest picture of how your content is discovered, cited, and visited through AI assistants.

Yes. This is becoming a new category of SEO tooling, often called AI visibility, LLM monitoring, or Generative Engine Optimization (GEO). There isn't yet a perfect tool that tells you every time an AI uses your content, but several products get close by monitoring prompts, citations, and brand mentions across major AI assistants.

Some of the strongest options are:

If your specific question is:

"Which pages on our site are being used as answers?"

No tool can see every instance because ChatGPT, Claude, and Gemini generally don't expose their retrieval logs.

What these platforms typically do instead is:

• Run thousands of prompts relevant to your business.
• Record which URLs appear as citations or sources.
• Measure how often your domain is referenced.
• Compare your visibility against competitors.
• Track changes over time.

For example, they might report:

That gives you a practical view of which pages are actually influencing AI answers.

If you also want to know where AI bots are crawling your site

Use server logs or analytics to detect requests from bots such as:

• OpenAI (GPTBot, ChatGPT-User)
• Anthropic (ClaudeBot)
• Google (Google-Extended)
• Perplexity (PerplexityBot)
• ByteDance (Bytespider)
• Common Crawl (CCBot)

Many SEO platforms (or a log analysis tool like GoAccess, ClickHouse, or BigQuery) can show:

• which pages are crawled,
• crawl frequency,
• response codes,
• crawl trends over time.

The most complete setup

If you're serious about AI visibility, many teams combine:

• an AI visibility platform (such as Profound or Peec AI),
• server log analysis to monitor AI crawlers,
• web analytics to measure referral traffic from AI products,
• traditional SEO tools (Ahrefs or Semrush) for search performance.

That combination lets you answer both:

1. Which pages are AI systems crawling?
2. Which pages are actually showing up in AI-generated answers?

If you're looking for a solution for a business website rather than an enterprise brand, I can also recommend the best options by budget (free, under $100/month, or enterprise).

Yes. This is becoming a new category of "AI visibility" or "LLM SEO" tools. There are a few approaches depending on what you mean by "used as answers."

1. AI search visibility platforms (closest to what you're describing)

These monitor prompts across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, and others to see:

• Whether your brand or website appears in AI-generated answers
• Which pages are being cited
• Which competitors are cited instead
• How your visibility changes over time
• What prompts trigger your content

Examples include:

• Profound
• Goodie AI
• Peec AI
• AthenaHQ
• Hall
• Scrunch AI (more focused on optimizing websites for AI crawlers)

These don't literally crawl the assistants' internal knowledge. Instead, they generate thousands of prompts and record the responses, much like rank tracking for Google.

2. Citation tracking

Some tools specifically monitor:

• ChatGPT browsing citations
• Perplexity citations
• Google AI Overview citations
• Bing Copilot citations

They answer questions like:

"Which URLs from our domain are actually being referenced?"

This is especially useful because only a small percentage of your pages tend to get cited repeatedly.

3. AI crawler analytics

If your question is about AI bots visiting your site, you can monitor crawlers such as:

• GPTBot
• ChatGPT-User
• ClaudeBot
• Claude-SearchBot
• Google-Extended
• PerplexityBot
• Bytespider (ByteDance)
• Amazonbot

Traditional analytics often miss these, but log-analysis tools or CDNs like Cloudflare can identify them.

This tells you:

• Which pages AI crawlers fetch
• Crawl frequency
• Whether they're blocked
• Crawl efficiency

It does not tell you whether those pages were later used in an answer.

4. Build your own monitor

Many companies build an internal system that:

1. Maintains a library of important prompts.
2. Runs them daily against multiple AI assistants via APIs or browser automation.
3. Extracts:
   • brands mentioned
   • URLs cited
   • quoted passages
   • answer ranking
4. Stores results for historical comparison.

This gives much richer competitive intelligence than relying on a third-party dashboard.

The limitation

No AI company currently exposes a definitive API that says:

"This response was generated using page X from your website."

You can observe:

• explicit citations (when provided),
• mentions of your brand or content,
• and which prompts surface your pages,

but you generally cannot determine every source the model relied on internally.

If you're evaluating tools for a marketing or SEO team, I'd suggest looking first at Profound, Peec AI, and Goodie AI. Those are among the more established options for tracking how AI assistants surface and cite your content across different models.

Yes. This has become a new category of tooling, often called AI visibility, LLM SEO, or Generative Engine Optimization (GEO). The tools differ in what they measure:

1. Which pages AI crawlers visit (server logs)
2. Which pages AI models cite or use in answers
3. Which prompts your brand appears for
4. How competitors compare

Some of the strongest options are:

If your question is specifically:

"Which of our pages are actually being used by AI assistants?"

That's the hardest problem because models don't usually disclose their internal sources. The best tools infer this by:

• Running thousands of prompts across ChatGPT, Claude, Gemini, Perplexity, etc.
• Recording which URLs get cited
• Detecting recurring source pages
• Tracking changes over time
• Measuring share of voice against competitors

For example, they might tell you:

Prompt: "Best CRM for startups"

Your site appears in ChatGPT 41% of the time.

Most-cited pages:

• /crm/startups
• /pricing
• /compare/hubspot

If you want actual crawler activity

You can also inspect your web server logs for AI crawlers such as:

• GPTBot
• ChatGPT-User
• ClaudeBot
• Claude-SearchBot
• Google-Extended
• PerplexityBot
• Bytespider (TikTok)
• Amazonbot

This shows exactly which pages AI systems requested, although it doesn't prove those pages were used in generated answers.

Enterprise-level monitoring

Larger companies increasingly combine:

• server log analysis,
• prompt monitoring,
• citation tracking,
• AI search rankings,
• and brand mention analytics

to build dashboards similar to traditional SEO platforms, but focused on LLMs.

If you're looking for the closest equivalent to Google Search Console for AI assistants, Profound is widely regarded as one of the most comprehensive enterprise products, while Otterly.AI and Peec AI are popular choices for smaller teams and agencies.