ChatGPT answers, unedited

If your goal is specifically “which pages on my clients’ websites are AI assistants referencing, and how often?”, you’re looking for an AI visibility / GEO (Generative Engine Optimization) citation tracking tool, not a traditional SEO rank tracker.

Here are the strongest options:

My recommendation for a client-services agency

• If you manage many client sites and need reports: start with Profound or CiteWatch. They are closest to an “Ahrefs/Semrush for AI citations” workflow. Profound CiteWatch
• If you mainly need proof that AI assistants are using client content: use Microsoft Clarity AI Visibility or Bing Webmaster Tools AI Performance as a lower-cost starting point. Microsoft Learn Search - Microsoft Bing
• If you need to optimize content: prioritize tools that expose the mapping: - AI assistant → prompt/query → cited URL → citation count → competitor URLs

A caveat: no tool can see all ChatGPT, Gemini, Claude, and other assistant responses globally. Most tools measure a tracked set of prompts or available AI answer surfaces, so the numbers are best treated as visibility trends, not a complete census. Search - Microsoft Bing

For an SEO agency managing client accounts, I’d shortlist Profound, CiteWatch, and Bing Webmaster Tools AI Performance and compare them on:

1. number of AI engines covered,
2. URL-level citation reporting,
3. client white-label reporting,
4. API/export options,
5. cost per tracked domain.

The category you’re looking for is usually called AI citation tracking, AI visibility tracking, AEO (Answer Engine Optimization) monitoring, or GEO (Generative Engine Optimization) analytics. These tools measure which URLs from a client’s site are being used as sources by AI assistants and how often. indexly.airankscale.ai

A few tools worth evaluating:

For a client-services SEO agency, I’d shortlist:

1. Indexly — probably the closest match to your exact requirement (“which pages are referenced and how frequently”). Its per-page citation view is specifically designed around URL-level AI citations. indexly.ai
2. CiteSpy — good if you want simple recurring reports showing “your client’s pages vs competitor pages.” citespy.app
3. Citations.io — good if you need polished AI visibility reporting for executives/clients. citations.io

One caveat: these tools generally do not measure every real user interaction with ChatGPT or Gemini (those systems do not expose that data). They estimate visibility by repeatedly testing prompts and/or analyzing available citation data. The useful metric is usually citation frequency by URL across a defined prompt set, not absolute assistant usage. indexly.airankscale.ai

If you manage many client sites, I’d prioritize a tool that supports:

• multiple domains/workspaces
• white-label PDF/report exports
• URL-level citation counts
• competitor citation gaps
• historical trends
• prompt libraries by client industry

Those features will make it much easier to turn AI visibility into a recurring agency deliverable.

Yes — the category you want is usually called AI search visibility / GEO (Generative Engine Optimization) tracking. The important distinction is that you don't just want a tool that says “your brand was mentioned”; you want one that records the specific URLs/pages cited by the AI assistant and the frequency of those citations.

My top pick: OtterlyAI

otterly.ai is probably the best fit if you're doing this for multiple clients. It tracks citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, and its reporting identifies the links/URLs being referenced, not merely brand mentions. Otterly Otterly

For each client, you can essentially answer:

• Which client pages are being cited?
• How many times has each page been cited?
• Which prompts produced those citations?
• Which AI engines cite each page?
• How does the client's citation share compare with competitors?
• Which pages/topics are competitors getting cited for that the client isn't?

It also offers an API, which could be useful if you're building your own client-facing reporting/dashboard. Otterly

If you're managing a serious agency operation

I'd also look at Peec AI and Profound.

• Peec AI — a good middle ground for agencies that need multi-client, multi-engine monitoring and clean reporting. Current industry comparisons put it around the mid-market tier. AEO Labs UX Continuum
• Profound — better suited to larger organizations that want deeper source-level citation intelligence and enterprise reporting/governance. SEO Counselors
• Visiby — interesting if the specific thing you care about is URL-level citation tracking. It explicitly reports which URLs each engine cites and breaks citation rate down by engine, prompt and week. Visiby

One important caveat

These tools generally don't have access to some hidden master log of every ChatGPT/Gemini conversation. Instead, they run a defined set of representative prompts against AI search surfaces on a schedule and record the resulting answers and citations. Oversearch CiteLens

So “this page was cited 47 times” really means something like “this page appeared as a citation 47 times in the monitored prompt runs,” not “47 actual users saw it cited.”

For client reporting, I'd therefore track citation frequency + citation rate + unique cited URLs + prompts generating citations rather than presenting raw citation counts as actual referral volume.

If your primary requirement is literally “show me every URL on a client's site that AI assistants cite, ranked by how frequently they're cited,” I'd start with OtterlyAI and Visiby. Otterly Visiby

If you tell me roughly how many client sites you manage (e.g. 10, 50, 200), I can narrow this down to the best option on price, API access, white-label reporting, and per-client scalability.

Yes. For exactly that use case, I’d look at Indexly first.

Why Indexly fits

It specifically tracks URL-level AI citations, rather than merely asking whether a brand was mentioned. You can see:

• Which individual pages on a client's domain were cited
• How many times each URL was cited
• Citation counts by AI engine — ChatGPT, Claude, Gemini, Perplexity, Grok, and Google AI Overviews
• Daily history, so you can see whether a page is gaining or losing citations
• Citation share and competitive citation gaps
• Filters by engine and page
• An API if you want to pull the data into your own agency reporting/dashboard indexly.ai

That maps unusually well to your question: "Which pages on my client's site are AI assistants actually referencing, and how frequently?"

Two alternatives I'd consider

Profound — better if you're running a larger SEO/GEO operation. It tracks every cited source for monitored prompts, lets you drill into citation share by platform/topic/prompt, and distinguishes owned pages from competitor and third-party sources. It also collects citation data daily. www.tryprofound.com

OtterlyAI — worth considering if you want something more accessible for an agency. It now has a dedicated citations report and tracks AI search across ChatGPT, Perplexity, Gemini, Copilot, Google AI Overviews/AI Mode and others. otterly.ai

My pick

One important caveat: these tools don't measure all real-world AI assistant usage. They generally run a defined set of prompts against AI engines on a schedule and record the sources those responses return. So "12 citations this week" means 12 observed citations across the monitored queries—not that 12 users necessarily clicked or referenced the page. Indexly, for example, explicitly groups returned citation URLs and counts them daily. indexly.ai

If you're building this into an agency service for multiple clients, I can also compare Indexly vs Profound vs OtterlyAI specifically on multi-client support, pricing, API access, white-label reporting, and per-URL citation history.

Yes. For your specific use case—client-by-client, page-level tracking of which URLs AI assistants cite and how often—I'd shortlist these:

1. Profound — best fit

Profound is probably the strongest match if you're doing this for multiple clients. Its citation tracking shows the specific URLs being cited, citation counts/share, the prompts and platforms producing those citations, and trends over time. Its “Pages” view rolls that into a page-level dashboard. www.tryprofound.comhelp.tryprofound.com

For example, you can get something conceptually like:

It also lets you filter citation data by platform, prompt, topic, region, and date range, which is useful for client reporting. help.tryprofound.com

Especially useful: Profound's Agent Analytics can additionally show which AI crawlers are actually visiting individual pages, so you can distinguish “AI cited this page” from “AI bots are crawling this page.” www.tryprofound.comhelp.tryprofound.com

2. OtterlyAI — best potentially simpler/agency-friendly option

OtterlyAI tracks citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude. Its citation reporting can identify the URLs being referenced and lets you analyze citation trends. help.otterly.ai

It also has Domain Citation Tracking, which automatically tracks URL citations and monitors changes over time. otterly.ai

Its newer Agent Analytics is interesting for your use case because it shows which AI agents/crawlers visit which pages, including per-engine page activity. help.otterly.ai

My recommendation

If your goal is:

“For each client, show me exactly which pages on their domain are being cited by ChatGPT/Perplexity/etc., how many times, which prompts generated the citations, and whether citation volume is increasing.”

I'd start with Profound. Its page-level Citation Pages / Pages / Watched Pages functionality is unusually close to that exact workflow. help.tryprofound.comhelp.tryprofound.com

If your agency also cares about AI crawler traffic and bot behavior, I'd compare it directly against OtterlyAI, since Otterly now has a dedicated Agent Analytics product as well. help.otterly.ai

One important distinction: these tools generally measure citations from tracked prompts/AI-search observations, not a magical log of every AI conversation happening on the internet. So “184 citations” means citations observed within the tool's monitored dataset, not necessarily 184 total real-world AI answers.

If you tell me roughly how many clients/sites you need to monitor (e.g. 10, 50, 200) and whether you need white-label client reports/API access, I can narrow this down to the best 2–3 options and compare pricing/features.

Yes. For your exact use case, I’d shortlist these:

1. Indexly — best match
   • Tracks which specific URLs on a client’s domain are cited.
   • Gives daily citation counts per page, broken down by AI engine.
   • Covers ChatGPT, Claude, Gemini, Perplexity, Grok and Google AI Overviews.
   • Lets you filter by page/path and engine, so you can answer something like “/pricing is cited 37 times by ChatGPT this month.” indexly.aideepsmith.ai
   • It also has an API, which is useful if you're building client-facing reporting.

2. DeepSmith — strong agency option
   • Separates mentions from actual citations.
   • Tracks the pages being cited and competitors' cited pages.
   • Runs prompts on a schedule and captures the answers, allowing you to see citation trends over time. deepsmith.ai

3. Lighthouse — broader AI visibility reporting
   • Tracks citations across 10+ AI assistants.
   • Provides page-level analysis and recommendations tied to individual pages.
   • Looks particularly interesting if you want to turn this into a GEO/AI visibility service for clients, rather than simply monitoring citations. www.ahoylighthouse.com

My pick for an agency

I'd start with Indexly. Your requirement is unusually specific: “Which pages of my client's site are AI assistants actually referencing, and how frequently?” Indexly explicitly exposes citation counts at the URL level, rather than only giving you a domain-level AI visibility score. indexly.aideepsmith.ai

One important distinction: these tools generally don't measure organic, unsolicited conversations happening inside ChatGPT/Claude. They repeatedly run a defined set of prompts and record the resulting citations. So “cited 37 times” means 37 observed citations across the tool's tracked queries/runs—not 37 total times that all AI users on the internet referenced the page.

If you're looking for something you can white-label and use across 20–100+ client sites, I can narrow this down to the best agency-focused tools, pricing, API access, white-label reporting, and number of prompts/sites supported.

If you mean “which URLs on my clients’ websites are being cited by ChatGPT, Gemini, Claude, Perplexity, Copilot, etc., and how often?”, you’re looking for an AI visibility / GEO (Generative Engine Optimization) tracking tool rather than a traditional SEO crawler.

Here are the strongest options:

My recommendation for a client-services agency:

1. Start with Citations.io or CiteWatch
   • They are closest to the workflow you described: “Client site → which pages are AI assistants referencing → how often → for what prompts?” cite.watchcitations.io
   • Look for features like:
     • per-domain dashboards
     • page-level citation counts
     • tracked prompts
     • competitor citations
     • white-label exports

2. Pair it with Bing Webmaster Tools for clients where Microsoft/Copilot visibility matters. It gives direct reporting on cited URLs in Microsoft’s AI ecosystem. www.bing.com

3. Don’t rely only on AI “mentions” tools. A tool that says “your brand was mentioned” is less valuable than one that captures:
   • exact cited URL
   • assistant/model
   • prompt that triggered the citation
   • citation frequency over time

For an agency managing many clients, I’d shortlist:

• Best overall: Citations.io
• Best citation-detail reporting: CiteWatch
• Best free/low-cost validation: Ahrefs AI Visibility Checker + Bing Webmaster Tools

One caveat: no tool can perfectly measure all ChatGPT usage because many AI conversations are private and not observable. These platforms generally measure sampled prompts, publicly available citations, or API-based checks rather than the entire universe of assistant responses. ahrefs.comcitations.io

Yes. For your exact use case, I’d shortlist Indexly first.

Indexly AI Citation Tracker specifically tracks which URLs on your own domain are being cited by AI assistants, with daily citation counts by AI model. You can see the individual page, citation count, engine, and historical changes. It covers ChatGPT, Claude, Gemini, Perplexity and Grok. indexly.ai

My picks

Rankability is particularly explicit about your requirement: it says it shows exactly which pages on your site Perplexity cites, how often, and for which keywords, with automated tracking. www.rankability.com

CitationBench is worth looking at if this is for an agency. It has a multi-workspace architecture intended to monitor an entire client portfolio, with daily citation history and client-level isolation. www.citationbench.com

Ahrefs is the safer choice if you already have an Ahrefs subscription: its AI visibility reporting includes the top cited pages, and its broader platform tracks AI visibility across ChatGPT, Gemini, Perplexity, Copilot and Google's AI surfaces. indexly.aiwww.rankability.comwww.citationbench.comahrefs.comwww.surfacerank.com

One important distinction

There are actually two different things you might mean by "referenced":

1. AI citation monitoring:

"ChatGPT answered 100 tracked queries, and my /services/foo page appeared as a cited source 17 times."

2. Actual AI-agent traffic/crawler monitoring:

"AI systems actually requested /services/foo 43 times."

If you mean #1, I'd start with Indexly. If you mean #2, I'd look at Surface Rank, which specifically distinguishes observed AI retrieval/citations from prompt-level visibility and also attributes AI-referred sessions. www.surfacerank.com

For a client SEO/AEO reporting workflow, my ranking would be Indexly → CitationBench → Rankability, depending on how much agency/multi-client functionality you need.

Yes. If your goal is specifically “which URLs on my clients’ sites are AI assistants citing, and how often?”, I’d shortlist these:

My top pick: Indexly

It appears to be the closest match to your requirement. Its My Page Citations feature:

• Tracks citation counts at the individual URL level
• Breaks citations down by AI model
• Shows daily citation counts and historical trends
• Lets you filter by engine or page path
• Covers ChatGPT, Claude, Gemini, Perplexity, Grok and Google AI Overviews
• Provides an API if you want to feed the data into your own client reporting/dashboard. indexly.aioversearch.ai

So you could essentially produce a report like:

Also worth considering: Ahrefs AI Visibility Checker

If you're already using Ahrefs for your clients, this is attractive because it reports the specific pages most frequently cited, as well as cited domains, topics, and AI mentions. Its broader Brand Radar product is probably more interesting for ongoing agency reporting than the free checker. ahrefs.com

For an agency-focused option: CiteSpy

CiteSpy is explicitly positioned for SEO agencies tracking clients. It queries ChatGPT, Claude, Gemini and Perplexity, identifies the exact URLs being cited, and offers weekly reporting. Its advertised starting price is $59/month. citespy.app

Another interesting option: Foglift

Foglift tracks prompts, AI engines, cited URLs, competitors, visibility and sentiment, with daily checks and reporting. foglift.io

My recommendation: start with Indexly if the page-level citation frequency is the core requirement. That's more precise than tools that primarily give you a brand-level “AI visibility score.”

One important distinction: these tools generally measure citations generated when they run a defined set of prompts, not every real-world question asked by every user of ChatGPT/Claude/etc. So “30 citations” means 30 observed citations in the tool's monitoring sample—not 30 total times that page was cited across the entire internet. This is an important caveat when presenting the numbers to clients. indexly.aioversearch.ai

If you tell me how many client sites you manage and roughly how many URLs/prompts per client, I can narrow this down to the best agency-scale option and compare pricing/API/reporting capabilities.

The category you’re looking for is usually called AI citation tracking, AI visibility monitoring, or GEO (Generative Engine Optimization) analytics. These tools monitor which URLs AI assistants cite in their answers and how often. indexly.aiai-cdn.scrunchai.com

My top recommendations:

For a client SEO agency workflow, I’d lean toward:

1. Indexly — if your main question is: “Which pages on my clients’ sites are AI assistants actually using?” It appears closest to your requirement because it explicitly reports URL-level citation counts. indexly.ai
2. Scrunch — if you need client-facing reporting that explains which prompts produced citations and what competitors appeared instead. indexly.aiai-cdn.scrunchai.com
3. Profound — if you’re managing enterprise clients and need deeper competitive benchmarking. nicklafferty.com

A few capabilities I’d require before buying:

• URL-level citation tracking (not just brand mentions)
• Historical trends (weekly/monthly citation frequency)
• Breakdown by assistant (ChatGPT, Gemini, Claude, Perplexity, etc.)
• Exportable reports for clients
• Prompt tracking so you know what questions caused citations

One caveat: no tool can observe every private ChatGPT/Gemini conversation. These platforms generally work by running tracked prompts, analyzing available AI responses, and measuring citations from those samples rather than providing a universal log of all assistant usage. ai-cdn.scrunchai.com

If you’re running an SEO agency with dozens of client domains, I’d evaluate Indexly vs. Scrunch first.

Yes. For your specific use case, I’d look first at OtterlyAI.

It’s unusually close to what you’re asking for because it covers both sides of the problem:

• Which client pages AI agents are actually visiting: Its Agent Analytics analyzes server logs and shows the URLs visited by ChatGPT, Claude, Perplexity, Gemini, etc., including visit counts by engine and page. help.otterly.ai
• Which pages are actually being cited in AI answers: Its Citations reporting identifies the URLs referenced by ChatGPT, Perplexity, Google AI Overviews, Gemini and other AI search engines. help.otterly.ai
• Frequency: You can see agent visits over time and per-page/per-engine visit counts, while its prompt monitoring tracks how often a brand appears across a defined set of prompts. help.otterly.ai
• Agency/client reporting: It supports multiple engines, prompts, countries and reporting views, which makes it suitable for monitoring multiple client sites. otterly.ai

One important distinction

If by “referenced” you mean “AI crawlers accessed this page,” OtterlyAI's Agent Analytics is the right feature.

If you mean “this exact URL appeared as a citation/source in an AI-generated answer,” use its Citations reporting.

Those aren't the same thing: a bot can crawl a page without that page subsequently appearing as a citation.

Peec AI is the other one I'd evaluate. Peec AI It explicitly tracks sources/citations at the URL level and distinguishes sources an AI accessed from citations actually shown in the answer. It also has daily tracking across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini and Copilot. peec.ai

My pick:
OtterlyAI if your priority is “show me exactly which pages on my clients' sites AI agents are hitting, how often, and which get cited.”
Peec if your priority is broader GEO/AI visibility reporting and optimization across clients.

If you tell me roughly how many client sites you manage (e.g. 10, 50, 200+), I can also compare the agency pricing and reporting capabilities of Otterly, Peec, and 2–3 alternatives.

Yes. If your specific requirement is “show me exactly which URLs on a client’s site are being cited by AI assistants, and how often,” I’d shortlist these:

1. Microsoft Clarity AI Visibility — best free starting point

Clarity’s new Citation dashboard is unusually close to what you described. It shows:

• Which individual pages/URLs from the site are cited
• Citation counts for each page
• The queries associated with those citations
• Share of authority versus competing domains
• AI referral traffic

Microsoft explicitly says its “My cited pages” view lists pages from your domain with citation counts and associated queries. learn.microsoft.com

Big caveat: its AI coverage is tied to Microsoft’s AI ecosystem, so I wouldn't use it as the sole measurement system if your clients care about ChatGPT, Gemini, Perplexity, etc.

2. Orchly — closest match to your exact requirement

This is probably the most directly aligned tool I found. Its citation tracking specifically lets you see:

which pages AI engines cite, how often, and for which prompts.

Its Sources view can be grouped by individual URL, and each source includes citation frequency and the prompts associated with it. orchly.ai

If you're managing multiple client sites and want to answer something like:

“These 17 URLs generated 63 AI citations this month, across these 42 tracked prompts.”

…I'd investigate Orchly first.

3. Ahrefs Brand Radar / AI Visibility Checker — best if you're already an SEO agency

Ahrefs' AI visibility reporting covers ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews, and its reports include which domains and pages get cited alongside your brand. ahrefs.com

The advantage is that you get this alongside conventional SEO research rather than buying a completely separate AI-visibility stack.

4. Bing Webmaster Tools AI Performance — definitely worth connecting

This one is free. Bing's AI Performance report gives you page-level citation activity, including:

• URLs cited in AI answers
• Total citation frequency
• Grounding queries
• Page ↔ query mapping
• Citation trends over time

It currently covers Microsoft Copilot, Bing AI-generated summaries and selected partner experiences. www.bing.com

What I'd choose for an agency

One important distinction: “AI traffic” and “AI citations” aren't the same thing. Analytics can tell you that someone arrived from ChatGPT, but it generally can't tell you which page ChatGPT cited when answering the user's question. The newer citation-monitoring tools query AI systems with a defined prompt set and record the resulting sources.

Also, don't put too much weight on a single citation count. AI responses are stochastic—identical prompts can produce different citations—so a tool that runs prompts repeatedly is much more useful than a one-off checker. arxiv.org

If you tell me roughly how many client sites you manage (e.g. 10, 50, 200+) and whether you need white-label reporting, I can narrow this down to the best 2–3 tools and compare their pricing/features.

Yes. What you’re looking for is usually called AI citation tracking or AEO/GEO visibility tracking: it measures which URLs from a site get cited in AI-generated answers and how often.

My top pick: Indexly

Indexly is particularly close to your exact requirement. Its My Page Citations feature tracks daily citation counts for individual URLs, broken down by AI model. You can see which specific pages ChatGPT, Claude, Gemini, Perplexity, and Grok cite, plus historical changes and filtering by page or engine. indexly.ai

Indexly AI Citation Tracker

For an agency managing multiple clients, I'd shortlist these:

QuickSEO, for example, explicitly displays each cited URL, the chatbots citing it, total citation count, and citation trend over time. quickseo.ai

QuickSEO Cited Pages

One important distinction

There are two different things these tools can measure:

1. AI citations — “ChatGPT cited /services/plumbing.”

This is what you're asking for, and Indexly/QuickSEO are good fits.

2. AI visibility/mentions — “ChatGPT mentioned Acme Plumbing but didn't link to its website.”

Most of the newer AEO platforms track this too. Surva, for example, separates direct URL citations from brand mentions and records the exact URL, prompt, platform, and citation position. www.surva.ai

Also, don't interpret a reported “citation frequency” as actual user traffic. These platforms generally sample AI prompts and observe the resulting answers; they cannot see the private prompts users are sending to ChatGPT/Claude. AI citation behavior is also inherently variable from one run to another, so repeated sampling is much more meaningful than a single check. arxiv.org

If you're an agency and want this specifically for client reporting, I'd start with Indexly and compare it against Ahrefs Brand Radar or a broader platform like Lighthouse. The key feature I'd insist on is a report like:

Client site → URL → AI engine → citation count → citation rate → trend over time → exact prompts/answers producing the citation.

If you tell me roughly how many client sites you manage (e.g. 10, 50, 200+), I can narrow this down to the best agency-friendly option and compare pricing/features.

The category you’re looking for is usually called AI visibility tracking, LLM citation tracking, GEO (Generative Engine Optimization) tracking, or AEO (Answer Engine Optimization) monitoring. These tools simulate real user questions in AI assistants and report which domains/pages are cited and how often. searchengineland.comcite.watchcitations.io

For an agency managing multiple client sites, I’d shortlist these:

My recommendation for a client-services agency:

1. Start with Citations.io or CiteWatch if your main KPI is:

“Which of my client’s URLs are AI assistants citing, and how many times?” searchengineland.comcite.watchcitations.io

2. Pair it with your existing SEO suite (Ahrefs, Semrush, etc.) for traditional rankings, backlinks, and content gaps. AI citation tools are still a separate layer from classic SEO metrics. www.techradar.com
3. Build reports around:
   • cited URLs (not just brand mentions)
   • citation count by page
   • AI engine/source breakdown (ChatGPT vs Gemini vs Perplexity, etc.)
   • competitor pages being cited instead
   • prompts where the client is absent

A note: no tool can perfectly measure “all AI assistant references” because responses vary by model version, user context, geography, and whether browsing/retrieval is enabled. The best tools are sampling many realistic prompts and tracking trends rather than providing a complete census. www.reddit.com

If you tell me your agency size (number of clients) and whether you need white-label reports, I can narrow this to the best fit.

If your specific requirement is “which exact pages on my clients’ sites are being cited by AI assistants, and how often?”, I’d shortlist these:

1. Scrunch — best fit for your requirement
   • Its Citations report works at the individual URL/page level, not just domain level.
   • You can see which prompts produced the citation, citation frequency over time, and which AI platforms cited each page.
   • It covers assistants/search experiences including ChatGPT, Gemini, Perplexity and Google AI Overviews. helpcenter.scrunchai.com
   • It also distinguishes your clients' URLs from competitors and third-party sources.

Why I'd start here: this is unusually close to the question you're asking: “Which URLs are AI citing, how often, and where?”

2. Peec AI — strong alternative
   • Peec has added URL-level citation analysis showing how often a URL is retrieved, which prompts retrieve it, and which AI chats cite it. www.reddit.com
   • It also has Agent Analytics, which is a different but complementary capability: it can analyze AI crawler/bot visits to your actual sites and show what those bots read. peec.ai
   • That distinction is useful: citation tracking tells you what gets surfaced to users; agent analytics tells you what AI crawlers are actually accessing.

My recommendation for an agency

I'd test Scrunch first. Its URL-level citation view appears to map almost exactly to the reporting you'd want to give clients:

Client → Page → AI engine → prompts → citation count/frequency → trend over time

One important caveat: these tools generally cannot know the total number of times a page was cited in every real user conversation. They measure citations from a monitored set of prompts/responses. That's an important distinction when presenting the numbers to clients. AI answers are also inherently variable, so citation frequency should be treated as a measured visibility signal rather than an absolute census. scrunch.com

If you tell me how many client sites you manage and whether you need white-label reporting, I can narrow this down to the best 2–3 options and compare their pricing, number of sites/prompts, AI platforms, URL-level reporting, API/export, and agency features.

If you mean “which exact URLs from my clients’ websites are AI assistants citing, and how often?”, I’d look at Surva.ai first.

Surva.ai

Why it looks like the closest fit

• URL-level crawler data: It shows which pages are being visited by GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc., including visit frequency. www.surva.ai
• AI referral traffic: It can identify actual visitors arriving from ChatGPT, Perplexity, Claude, Gemini and other AI platforms, which is a different—and arguably more valuable—metric than crawler activity. www.surva.ai
• Useful distinction: There are really two things you want to measure:
  1. AI crawlers fetching a page → evidence that an AI system is reading/indexing it.
  2. AI answers citing a page → evidence that the URL actually appeared as a source in an answer.

Most “AI visibility” tools focus on #2 at the domain/brand level, while crawler analytics focuses on #1. Surva appears to cover both sides.

If exact citations are the priority

I'd also evaluate TrackCited. It explicitly reports the sources/citations AI engines use, across ChatGPT, Gemini, Perplexity and Claude, and is designed around tracking AI visibility over time. www.trackcited.com

TrackCited

One caveat: “AI cited this URL 37 times” isn't generally an observable metric from the assistants themselves. Tools estimate it by repeatedly running tracked prompts and recording the sources returned. AI answers are also nondeterministic, so repeated sampling matters; recent research specifically cautions against treating a single citation check as a precise measurement. arxiv.org

For an agency managing multiple client sites, my shortlist would be:

Ahrefs AI Visibility Checker · ucited.ai

If you tell me roughly how many client sites you manage (e.g. 10, 50, 500), I can narrow this down to the best agency-friendly option, including pricing and white-label/reporting capabilities.

For an agency managing multiple client sites, I’d look at AI visibility / LLM citation tracking tools rather than traditional SEO crawlers. The capability you want is usually called AI citation tracking, LLM visibility tracking, or GEO (Generative Engine Optimization) tracking: “which URLs are cited by AI assistants, for which prompts, and how often.” orbilo.cocitations.io

My shortlist:

My pick for a client-services agency:

• Enterprise/many clients: Semrush or Citations.io because reporting and competitive benchmarking matter.
• Need the exact URLs getting cited: Orbilo or TrackCited.
• Want a low-friction way to see page-level citations: Microsoft Clarity AI Visibility is worth testing; its citation dashboard specifically reports cited pages and citation counts. learn.microsoft.com

For your use case, I’d make sure any tool can export these fields:

1. Client domain
2. Cited URL/page
3. AI assistant (ChatGPT, Gemini, Perplexity, Claude, etc.)
4. Prompt/query that triggered the citation
5. Citation frequency over time
6. Competitor pages cited instead

One caveat: AI answers are dynamic, so “frequency” is usually based on a tool’s tracked prompt set rather than a complete measurement of every real user conversation. arxiv.org For client reporting, that means you’ll want a consistent prompt library per client rather than relying only on raw citation counts.

If your goal is to understand which pages on your clients' websites are being surfaced, cited, or referenced by AI assistants (ChatGPT, Gemini, Claude, Perplexity, Copilot, etc.), this is an emerging category often called AI visibility, LLM analytics, or GEO (Generative Engine Optimization).

Here are the strongest options:

Best overall: Profound

If you manage multiple client websites, Profound is probably the most mature product.

It can help you:

• Track whether your clients appear in AI-generated answers.
• Identify which URLs are cited by AI systems.
• Monitor citation frequency over time.
• Compare visibility against competitors.
• Report changes after content updates.

It is designed for larger brands and agencies, so pricing tends to be enterprise-level.

Best value for agencies: Goodie

Goodie focuses specifically on generative search optimization.

It typically provides:

• URL-level citation tracking
• Prompt monitoring
• Share-of-voice reports
• Client reporting dashboards
• Recommendations for improving AI visibility

This is a good fit if you're managing several SEO clients.

Best budget option: Otterly.AI

Otterly.AI is one of the more affordable entries.

It tracks:

• Brand mentions in AI answers
• Citation sources
• Prompt monitoring
• Visibility trends

It's less comprehensive than enterprise tools but often sufficient for smaller agencies.

If you're already using SEO platforms

Many traditional SEO suites are adding AI reporting:

• Semrush AI Toolkit
• Ahrefs AI features (rolling out)
• Similarweb AI traffic reports

These are useful if you want AI visibility alongside traditional SEO metrics, though they may not provide the same depth of page-level citation analysis as dedicated GEO tools.

One limitation to be aware of

No tool can measure every AI response. Most platforms estimate visibility by:

• Running large prompt libraries repeatedly.
• Monitoring citations across different LLMs.
• Tracking changes over time.
• Aggregating citation frequency.

So "frequency" generally means how often a page appears in monitored AI prompts, not the total number of times all users' assistants referenced that page.

For an agency managing multiple clients, I'd rank them:

1. Profound (most capable)
2. Goodie (excellent agency fit)
3. Scrunch AI (strong analytics)
4. Peec AI (good reporting)
5. Otterly.AI (best budget option)

If your clients are mostly SMBs rather than enterprise brands, Goodie or Otterly.AI are likely to offer the best balance of capability and cost.

If your goal is specifically "Which pages on my clients' sites are AI assistants referencing, and how often?", there are a few categories of tools. No tool can measure every AI citation (many assistants don't expose all citations or referral data), but several now do a good job of tracking visibility and actual referrals.

Here's how I'd rank them for an agency.

Best overall for agencies: Mentions

If you're managing dozens of client sites, Mentions is probably the closest fit.

It monitors prompts across ChatGPT, Gemini, Claude, Perplexity, and others, then reports:

• which client pages are cited
• how often they're cited
• competitor citations
• share of voice
• historical trends
• white-label reporting for clients

It also shows the sources AI models rely on and whether those sources mention your client's brand, making it useful for GEO/AEO work. www.techradar.comdocs.surferseo.com

Best if you care about actual traffic

Searchable focuses on what happens after someone clicks through from an AI assistant.

It reports:

• AI referral sessions
• which AI platform sent them
• landing pages
• trends over time
• crawl activity vs. referral activity

That's useful if your clients want to tie AI visibility to leads or revenue rather than just mentions. www.searchable.comwww.surva.ai

Best if you want page-level AI visibility

Surfer's AI Tracker monitors prompts and reports:

• which pages are mentioned
• which competitors appear
• citation frequency
• prompt-level performance
• sources used by the LLMs

It's strong if you're already using Surfer for content optimization. www.techradar.comdocs.surferseo.com

Important limitation

No platform can tell you every time ChatGPT references a page. AI assistants often don't expose complete telemetry, and not every response includes clickable citations. Today's tools generally combine:

• repeated prompt testing
• citation extraction
• AI crawler logs
• referral analytics
• historical trend analysis

to estimate visibility rather than observe every individual AI response. www.surva.ai

For a digital marketing agency, I'd shortlist:

1. Mentions — best overall agency dashboard.
2. Searchable — best for connecting AI visibility to actual traffic.
3. Surfer AI Tracker — best for SEO/content teams.
4. Indexit — good lightweight AI visibility monitoring.

Those four currently offer the strongest combination of page-level citation tracking and trend reporting for multiple client websites.

If your goal is specifically to answer "Which pages on my clients' sites are being referenced by AI assistants, and how often?", I'd separate the problem into AI citation tracking (what AI recommends) and AI referral analytics (what users actually click).

Here are the strongest options today:

My top recommendation: Citations.io

urlCitations.ioturn0search1 is probably the closest match to what you're asking for.

It regularly tests prompts across ChatGPT, Claude, Gemini, and Perplexity, then reports:

• which client pages were cited
• how often they appeared
• prompts that triggered citations
• competitors that were cited instead
• changes in citation share over time

This is useful for agencies because it measures visibility even when nobody clicks. citations.io

Best URL-level visibility: Orbilo

urlOrbiloturn0search3 goes a step further by recording the exact URLs cited for tracked prompts.

You can see:

• prompt → AI engine → cited URL
• your URL vs competitor URL
• citation frequency
• missed opportunities where competitors win

If your reporting focuses on individual pages rather than domains, this is one of the better options. orbilo.cocitations.io

For measuring actual AI traffic

If you're interested in real visitors arriving from AI assistants rather than citations alone:

• urlSurva.aiturn0search4
• Standard GA4

GA4 can already identify many AI referrals by filtering sources like chatgpt.com, perplexity.ai, claude.ai, etc., then breaking down sessions by landing page. This shows which pages are receiving AI-driven visits, though not every AI interaction results in a measurable referral. tracemetry.com

For agencies managing many clients

A practical stack would be:

• Citations.io or Orbilo → AI citation frequency and page-level visibility
• GA4 → actual AI referral traffic and conversions
• Semrush AI Visibility Toolkit → keyword and competitive monitoring if you're already using Semrush

This combination gives both leading indicators (citations) and lagging indicators (traffic and conversions).

One important limitation: no tool can tell you every time ChatGPT or another assistant internally used a page. These tools either (1) repeatedly test prompts and record visible citations or (2) measure referral traffic from AI platforms. Since AI assistants don't expose complete usage logs, any product claiming to capture every reference is overstating what's currently possible. orbilo.cocitations.io

If you want to know which specific pages on your clients’ websites are being cited by AI assistants (ChatGPT, Perplexity, Gemini, Claude, etc.) and how often, you’re looking for a GEO (Generative Engine Optimization) / AI visibility monitoring tool.

My top recommendation:

Otterly.AI — best fit for agencies managing client sites

It is built specifically around AI search visibility and can show:

• which URLs/pages from a domain are cited in AI-generated answers
• how frequently those pages appear as citations
• which prompts trigger citations
• visibility trends over time
• competitor comparisons
• client reporting/workspaces otterly.ai

It monitors AI search experiences including ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Claude, and Copilot, with tracked prompts checked automatically (including daily monitoring options). help.otterly.ai

Why I’d pick it for clients: the URL-level citation reporting is closer to what an SEO agency needs to answer questions like:

“Which pages on Acme.com are earning AI citations, and are those citations increasing month over month?”

Other tools worth evaluating:

• Profound — stronger enterprise focus; useful if you manage large brands and need deeper AI visibility analytics.
• Semrush — a good option if your agency already uses Semrush for traditional SEO and wants AI visibility features integrated into an existing stack.
• Ahrefs — worth considering if you want to combine backlink/content intelligence with AI search research.

For an agency workflow, I’d evaluate tools based on whether they provide:

1. URL citation frequency (not just brand mentions)
2. Prompt → cited page mapping
3. Historical trends
4. White-label client reports
5. Multi-domain/client management

Based on your exact requirement (“which pages are being referenced and how frequently”), Otterly.AI is the closest match I’d start with. otterly.ai

If you tell me how many client sites you manage and whether you need white-label reporting, I can narrow this down by agency size and budget.

If your goal is to identify which specific pages on your clients' websites are being referenced by AI assistants (ChatGPT, Perplexity, Claude, Gemini, etc.) and how often, there are two different problems to solve:

1. Which pages are being cited by AI? (visibility/citation tracking)
2. Which cited pages are actually sending traffic? (referral analytics)

The strongest tools today are:

1. Lighthouse (my top recommendation)

Lighthouse is built around AI visibility rather than traditional SEO. It continuously checks how major AI assistants answer prompts relevant to your clients, records which pages are cited, tracks citation frequency, and recommends page-level improvements. It also benchmarks competitors, making it useful for client reporting. www.ahoylighthouse.com

Best if you want to answer questions like:

• Which client pages does ChatGPT cite?
• Which pages does Perplexity prefer?
• How has citation frequency changed over time?
• Which competitor pages are winning?

2. Orbilo

Orbilo focuses specifically on citation tracking. It records the exact URLs AI engines cite for tracked prompts and distinguishes between your pages, competitors' pages, and third-party sources. orbilo.co

This is one of the closest matches to your request if you're interested in:

• exact page URLs
• citation counts
• prompt-by-prompt visibility

3. Surva.ai

Surva measures actual clicks from AI assistants rather than just mentions.

It shows:

• which AI assistant sent the visitor
• which landing page they visited
• conversions from AI traffic

It relies on referral detection rather than inference, making it useful for proving ROI. www.surva.ai

If you're running an SEO agency

I'd combine two data sources:

• Lighthouse or Orbilo → "Your page was cited 127 times this month."
• Surva.ai (or GA4 AI referral reports) → "Those citations generated 41 visits and 8 leads."

That gives clients both visibility and business impact.

A limitation to be aware of

No tool can see every time an AI assistant references a page. AI responses are private conversations, and providers don't expose complete citation data. These platforms estimate visibility by running large sets of prompts and/or measuring actual referral traffic, so the numbers are directional rather than exhaustive. Referral analytics are also incomplete because some AI apps don't always pass referrer information. orbilo.co

If you're managing dozens or hundreds of client sites, I would lean toward Lighthouse for ongoing monitoring and reporting, with Surva.ai layered on to measure real AI-driven traffic and conversions.