ChatGPT answers, unedited

Yes — the category you’re looking for is generally called AI visibility / LLM visibility / GEO tracking. These tools monitor how your content, brand, and competitors appear inside AI-generated answers, including mentions, citations, position/order, and share of voice. TechnologyAdvice KITLabs

Strong options

• otterly.ai — Tracks ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot, and Claude. It records mentions, citations, sentiment, share of voice, and average rank/order, including which URLs are being cited. Otterly
• ahrefs.com — Particularly interesting if you already use Ahrefs. Its AI Visibility Index analyzes hundreds of millions of prompts and measures AI mentions/citations and competitive visibility. Ahrefs
• tryprofound.com — More enterprise-oriented, with AI-answer monitoring, citation analysis, prompt volumes, competitor visibility, sentiment, and agent analytics. TechnologyAdvice
• peec.ai — Focused specifically on AI-search visibility and tracking prompts/competitors across LLMs. Locafy
• scrunchai.com — Useful if you care about which content gets cited, AI crawler activity, and competitor benchmarking in addition to prompt tracking. TechnologyAdvice
• rank.ai — More lightweight/self-serve. It tracks daily prompt results across ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek and Google AI Overviews, including mention/citation rate and share of voice. Rank.ai

The metrics you probably want

If by "relative rank" you mean "when someone asks an AI assistant about our category, where does our content/brand appear relative to competitors?", I'd specifically look for:

One important caveat: AI "rank" isn't equivalent to Google position. AI responses are stochastic and can change between runs, so the better platforms repeatedly run the same prompts and report trends rather than treating one response as a definitive ranking. BackTier Rank.ai

If your core question is specifically "Which of our articles/content is getting used by AI assistants, and how does that compare with competitors?" I'd shortlist OtterlyAI, Profound, Ahrefs Brand Radar, and Scrunch first. Otterly in particular explicitly tracks the cited URL and which competitor was cited instead. Otterly

If you tell me whether you're B2B SaaS, publisher/media, ecommerce, or an agency, I can narrow this down to the 2–3 tools whose data model best matches what you're trying to measure.

Yes — what you’re describing is usually called AI visibility tracking, LLM visibility, or GEO/AEO tracking.

These tools monitor whether AI assistants mention/cite your content or brand, which sources they use, and often where you appear relative to competitors.

Strong options

• ahrefs.com — Tracks ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews/AI Mode, with mention and citation data, historical visibility, competitive benchmarking, and large-scale prompt data. Ahrefs Ahrefs
• rank.ai — More focused specifically on AI visibility: daily prompts across ChatGPT, Claude, Gemini, Perplexity, Grok and others, with share of voice and citation tracking. Rank.ai
• promptwatch.com — Tracks mentions/citations across ChatGPT, Gemini, Perplexity, Claude and other AI platforms, including citation ordering and competitive visibility. Promptwatch
• citevis.com — Particularly relevant if you care about exactly which content gets cited. It tracks mentions, citation position, competitors, share of voice, and the sources AI assistants use. Citevis
• deepsmith.ai — Measures mention rate, citation rate and share of voice and lets you inspect the underlying AI answers and sources. DeepSmith
• clovion.ai — Tracks brand mentions, rankings, citations and sentiment across six AI engines, including position/rank within answers. Clovion AI

The distinction I'd pay attention to

If by “where our content is being used” you mean:

“Which of our articles/pages are ChatGPT, Gemini, Perplexity, etc. actually citing, and how does that compare with competitors?”

then you want citation/source tracking, not merely an AI “visibility score.”

The useful dashboard should ideally give you:

If you're choosing software for a content/SEO team, I'd shortlist Ahrefs, Promptwatch, and Citevis first, depending on whether you prioritize large-scale SEO data, broad AI-engine monitoring, or granular citation/source analysis. The vendors differ substantially in how they generate prompts and measure “rank,” so I wouldn't compare their visibility scores directly. Promptwatch Ahrefs Citevis

If you tell me what kind of content/site you have (SaaS, publisher, ecommerce, agency, etc.) and roughly how many pages/brands you need to track, I can narrow this to 3–4 tools and compare pricing, AI engines, citation tracking, competitor rank, API access, and reporting.

Yes — the category you’re looking for is generally called AI search visibility / GEO (Generative Engine Optimization) tracking.

These platforms monitor questions across AI assistants, record whether your content/brand is mentioned or cited, identify which URLs the assistants use, and calculate things like position/rank, share of voice, and competitor visibility. TechnologyAdvice Austin Heaton

Main options

• Profound — Enterprise-oriented. Tracks AI answers, citations, competitors, sentiment and visibility across multiple AI surfaces; it also has prompt-volume and agent analytics. TechnologyAdvice Baarely
• OtterlyAI — Particularly close to your description. It tracks mentions, citations, average rank, share of voice, sentiment and the actual URLs cited across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude. Otterly Otterly.ai
• Peec AI — Focuses on AI visibility analytics, competitor comparisons and prompt tracking; commonly positioned toward agencies and mid-market teams. Baarely Bloomiro
• Scrunch AI — Tracks prompts, citations, competitors and AI traffic, with additional tooling around content intended for AI agents. TechnologyAdvice Bloomiro
• Ahrefs Brand Radar — Useful if you're already using Ahrefs; adds AI visibility, mentions, citations and competitor benchmarking to traditional SEO data. TechnologyAdvice
• Semrush AI Visibility — Similar hybrid approach if you want conventional SEO plus AI-search visibility/rank tracking. TechnologyAdvice CBOOMARANK

The metrics I'd specifically look for

If your goal is "Where is our content being used by AI, and how do we compare with competitors?", don't settle for a simple "AI visibility score." Look for:

One important distinction: "mentioned" and "cited" are not the same thing. A model can recommend your company without linking to your site, or cite one of your pages without prominently mentioning your brand. Good platforms expose those separately. Austin Heaton

For your particular wording, I'd start by looking closely at OtterlyAI and Profound, then compare Peec and Scrunch if you're evaluating several vendors. Otterly explicitly reports average rank + citations + share of voice + competitor comparisons, which maps unusually closely to what you described. Otterly

If you tell me whether you're tracking a B2B company's website, a media/content publisher, or an agency managing multiple clients, I can narrow this to the 2–3 tools that fit that use case and compare their pricing, AI engines, API/export capabilities, and rank methodology.

Yes. The category you’re looking for is generally called AI visibility tracking, LLM visibility, GEO (Generative Engine Optimization), or AEO (Answer Engine Optimization) software.

These tools essentially replace traditional SEO rank tracking with: “When someone asks ChatGPT/Claude/Gemini/Perplexity about our category, does it mention us, cite our content, and where do we rank relative to competitors?” Bloomiro Ahrefs

The strongest options

Current comparisons consistently put Profound, Peec AI, Otterly, Scrunch, Ahrefs and Semrush among the major players. Bloomiro TopCited Promptwatch

If your specific question is “where is our content being used?”

I'd pay particular attention to citation-level reporting, rather than just brand mentions.

For example, you want a dashboard that can tell you:

• ChatGPT: mentioned 37% of the time
• Claude: mentioned 22%
• Perplexity: mentioned 51%
• Gemini: mentioned 29%
• Average position/rank: #2.4
• Share of voice: 18% vs. competitor A at 31%
• Which of our URLs are cited: /research/report-2026, /guides/..., etc.
• Which external publications are being cited instead
• Which prompts/questions cause us to win or lose
• How our visibility changes over time

That distinction matters because an AI assistant mentioning your brand isn't necessarily the same as using your content as a source. Citation analysis is one of the most useful metrics in this emerging category. Cognizo SourceWatch

For example, Rank.ai explicitly tracks mentions, citations, share of voice, competitor displacement and provider-specific performance across ChatGPT, Claude, Gemini, Perplexity and others. Rank.ai CitePrism similarly tracks which sources AI assistants trust and which competitors get recommended instead. CitePrism

My shortlist

If I were evaluating these for a content/SEO team, I'd start with:

1. Profound — best candidate if you want serious enterprise-grade AI visibility intelligence.
2. Peec AI — good balance of visibility tracking and competitive analysis.
3. OtterlyAI — good if you primarily need monitoring without a huge enterprise platform.
4. Ahrefs Brand Radar — particularly attractive if you're already an Ahrefs customer.
5. Semrush AI Visibility — same logic if Semrush is already central to your workflow.

The key phrase to use when researching vendors is “AI visibility + citation tracking + share of voice.” That's much closer to what you're describing than ordinary “AI content monitoring.”

If you tell me what kind of content you publish (e.g. publisher, SaaS, ecommerce, research/data, news) and roughly how many articles/URLs you have, I can narrow this to the 2–3 tools that best fit your use case.

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

These tools repeatedly run relevant prompts through AI assistants and measure things like:

• Whether your brand/content is mentioned
• Which of your URLs are cited
• Where you rank relative to competitors in an AI answer
• Share of voice across a set of prompts
• Which sources AI assistants prefer instead of your content
• Changes over time across ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc. Austin Heaton DataDab

The ones I'd shortlist

Current comparisons put Profound, Peec and Otterly among the leading dedicated trackers, while Ahrefs is particularly interesting if you already have an SEO operation built around Ahrefs. NeuralGen DataDab

Ahrefs is particularly notable right now: its AI Visibility Index says it analyzes 459M+ real prompts across AI surfaces and can show mentions, citations and the pages/domains being cited. Ahrefs

One important distinction

If by "where our content is being used" you mean which of your actual articles/pages are being quoted or cited by AI assistants, rather than merely whether your brand is mentioned, I'd prioritize tools that expose URL-level citation data.

That's a more useful metric than a generic "AI visibility score." A good dashboard should let you answer:

"For the 100 questions our customers ask AI, which of our pages get cited, which competitors get cited instead, and what is our average position/share of voice?"

That lets you measure content-level AI performance, not just brand awareness. Ahrefs, Profound and some of the newer trackers are particularly relevant here. Ahrefs Austin Heaton

If you tell me whether you're B2B, B2C, publisher/media, or ecommerce, I can narrow this to the 3 best tools and compare pricing, AI assistants covered, citation tracking, and rank/share-of-voice methodology.

The category you’re looking for is usually called AI visibility tracking, LLM rank tracking, Generative Engine Optimization (GEO) monitoring, or Answer Engine Optimization (AEO) analytics. These tools measure whether AI assistants (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, etc.) mention your brand/content, cite your pages, and how you compare against competitors. Sightivo GenXtrim

Some of the leading tools:

Key metrics these tools typically provide:

• Mention rate — how often an AI assistant includes your brand/content for a given question.
• AI share of voice — your percentage of mentions versus competitors.
• Citation tracking — which URLs AI assistants use as sources.
• Answer position/rank — whether you appear first, second, etc., in AI-generated recommendations. (Unlike Google rankings, AI answers do not always have fixed positions.) Siftly
• Prompt tracking — monitoring questions your customers actually ask, such as “best accounting software for startups.”
• Competitor displacement — seeing when another company appears instead of you. Siftly

A practical stack often looks like:

• Enterprise brand: Profound / Peec / Otterly + existing SEO tools.
• Mid-market marketing team: Rank.ai, Siftly, MentionHQ, Veritas.
• SEO/content team: Pair an AI visibility tracker with Ahrefs or Semrush to connect traditional search performance with AI visibility. TechRadar

If you mean specifically “track where our articles, blogs, or documentation are being reused/cited by AI models” (rather than brand mentions), the shortlist changes slightly because you want citation/source attribution monitoring rather than only AI rank tracking.

The category you’re looking for is usually called AI visibility tracking, GEO (Generative Engine Optimization) tracking, AEO (Answer Engine Optimization), or LLM rank tracking. These tools monitor how often your content/brand appears in answers from AI assistants (ChatGPT, Gemini, Claude, Perplexity, Copilot, etc.), which sources get cited, and how you compare against competitors. TechnologyAdvice HubSpot Knowledge Base

Some of the leading tools:

Typical metrics these platforms provide:

• AI visibility score — how often your brand/content appears in AI answers
• Share of voice — percentage of AI answers mentioning you vs competitors
• Citation tracking — which pages/sites AI assistants rely on
• Prompt ranking — whether you appear for important questions like “best X software”
• Sentiment/position — whether AI recommends you, neutrally mentions you, or favors competitors
• Content gap analysis — what content competitors have that AI systems cite instead Ahrefs Viaudit

A practical stack by company size:

• Small team / early GEO efforts: Ahrefs Brand Radar, Siftly, Searchscope
• Marketing agency managing clients: OtterlyAI, Scrunch, Profound
• Enterprise brand: Profound, Semrush, Ahrefs, HubSpot AEO

One important distinction: AI assistants do not have a stable “Google-style ranking position.” A tool saying you are “#2” usually means your position in generated recommendations for a tracked prompt, not a fixed search rank. Repeated measurements matter because AI answers can vary by model, time, and prompt wording. arXiv

If you mean tracking whether AI assistants are actually ingesting/using your proprietary content (for example, detecting your docs being cited or scraped), that is a slightly different category from AI SEO visibility tools.

Yes. The category you’re looking for is usually called AI visibility / AI search visibility / GEO (Generative Engine Optimization) software.

The tools generally track two related things:

• Where your content is being used: which pages/domains are cited or referenced by ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.
• How you compare: mention rate, citation rate, position in AI-generated recommendations, and share of voice/rank versus competitors. Citare Yext

Strong options

• ahrefs.com — particularly interesting if you already use Ahrefs. It benchmarks brands across ChatGPT, Gemini, Perplexity, Copilot, Google AI and AI Overviews using hundreds of millions of prompts, and analyzes mentions/citations. Ahrefs
• rank.ai — focused specifically on tracking prompts across ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek and Google AI Overviews, including competitor share of voice and citations. Rank.ai
• yext.com — good enterprise-oriented option for measuring mentions, citations, sentiment and competitive share of voice. Yext
• visimatrix.com — tracks ChatGPT, Gemini, Claude, Perplexity, DeepSeek, Mistral and Grok, with provider-level mention rate, average rank and citations. VisiMatrix
• mentionhq.com — explicitly tracks where brands rank in AI-generated lists/recommendations, plus the URLs AI systems cite and competitor visibility. Mention

If your real goal is content intelligence

If by “where our content is being used” you mean something more specific—e.g.:

“Which of our 5,000 articles are being cited by ChatGPT/Perplexity/Gemini, for which queries, how frequently, and are we gaining or losing citation share to competitors?”

then I would not choose a tool based simply on its overall “AI visibility score.” You want URL-level citation tracking + prompt-level tracking + competitive share of voice + historical changes.

That distinction matters because AI visibility isn't really analogous to a traditional Google rank. Different assistants can cite completely different sources for the same question. machinerelations.ai fokal.com

If you tell me whether you're a publisher/content company, an SEO/content marketing team, or a brand, I can narrow this down to the 3 best platforms and compare their capabilities/pricing.

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

The key distinction is that good tools don't just tell you whether an AI mentions your company. They can track which of your pages/content get cited, which competitors get cited instead, your position/order in the answer, and share of voice across assistants.

Strong options

• ahrefs.com — Probably the most established SEO-oriented choice. Tracks ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews/AI Mode, mentions, citations, cited pages, competitors, and share of visibility. Particularly good if you already use Ahrefs for traditional SEO. Ahrefs Ahrefs
• reputably.net — More focused specifically on AI visibility/GEO. Tracks AI rankings/position, sentiment, competitor share of voice, citations, source evidence and AI traffic, with daily tracking. Reputably
• rank.ai — Tracks ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek and Google AI Overviews, including mentions, citations and competitor comparisons. A relatively straightforward option if you want a dedicated AI tracker rather than a large SEO suite. Rank.ai
• sightivo.com — Useful for seeing which pages get cited and which competitors are recommended instead, with rankings by assistant. Sightivo
• getveritas.io — Strong on citation monitoring and competitive share of voice, with tracking across ChatGPT, Perplexity, Gemini and Google AI Overviews. Veritas
• mentionsflow.com — More lightweight: tracks mentions/citations, share of voice, source/page leaderboards and scheduled reports across five AI surfaces. Mentions Flow

If your specific goal is "where is our content being used?"

I'd prioritize Ahrefs Brand Radar or Reputably.

You want a dashboard roughly like:

That last part is particularly important: AI visibility isn't quite the same thing as Google rank. An AI answer can cite five websites without having a conventional "position 1–10" ranking. Some platforms therefore report answer position, share of voice, mention rate, and citation rate rather than pretending there is a single universal AI ranking. VisiMatrix SynectGEO

If you tell me what kind of content/company you have (e.g. SaaS, publisher, ecommerce, financial services) and roughly how many URLs/brands you need to monitor, I can narrow this to the 3 best tools and compare pricing, assistants covered, citation tracking, competitor ranking, and API/export capabilities.

Yes — the category you’re looking for is generally called AI visibility tracking, LLM visibility, GEO (Generative Engine Optimization), or AI search monitoring.

These tools repeatedly run relevant prompts through AI assistants and measure things like whether your content/brand is mentioned, which URLs get cited, where you appear in the answer, share of voice, and how competitors compare. Promptwatch Sightivo

Tools worth looking at

• Ahrefs — AI Visibility Index: Particularly interesting if you already use Ahrefs. It analyzes 461M+ real prompts across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews and AI Mode, and lets you benchmark brands and citations. Ahrefs
• Promptwatch: Strong option for monitoring actual AI interfaces, with tracking across ChatGPT, Gemini, Perplexity, Claude and other platforms. It focuses on mentions, citations, prompt visibility and competitors. Promptwatch
• profound.ai: An enterprise-oriented AI-search visibility platform worth evaluating if you need sophisticated monitoring across many prompts, brands and markets.
• otterly.ai: More lightweight and marketing-team friendly; focused on monitoring how brands appear in AI-generated search results.
• VisiMatrix: Tracks ChatGPT, Gemini, Claude, Perplexity and others, including visibility score, mention rate, average rank, sentiment, citations and competitors. VisiMatrix
• AskLab: Explicitly provides citations, sentiment, rankings and share of voice across ChatGPT, Claude, Gemini and Perplexity. AskLab
• Surfaceable: Interesting if the key metric is relative competitive position. It tracks presence rate, position score, share of voice and competitor gaps, with volume-weighting based on search demand. Surfaceable

If by "where our content is being used" you mean something more specific

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

1. Brand visibility — "Does ChatGPT recommend us?"
2. Content/source visibility — "Which of our articles/pages are ChatGPT, Gemini, Perplexity, etc. actually citing or using?"

For #2, I'd prioritize a platform that gives you the exact cited URL/source, not just a brand mention. Some platforms explicitly track citation URLs and which competitor sources are being used instead. Rank.ai Sightivo

And if "relative rank" means something like "We're #2 when people ask AI assistants about project-management software, while Asana is #1", that's also increasingly supported: tools such as VisiMatrix and AskLab report position/ranking or share-of-voice metrics rather than simply yes/no mentions. VisiMatrix AskLab

My shortlist: I'd start with Ahrefs AI Visibility Index + Profound + Promptwatch for a serious evaluation, and Otterly.AI / VisiMatrix if you want something more lightweight.

If you tell me whether you're a publisher/media company, SaaS company, agency, or ecommerce brand, I can narrow this down to the 3 best tools and compare their pricing, AI platforms, citation tracking, and relative-rank methodology.

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

The tools I’d look at are:

• ahrefs.com — probably the strongest choice if you already use Ahrefs. It tracks ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews/AI Mode, including mentions, citations, cited pages/domains, and visibility across large prompt sets. Ahrefs Ahrefs
• getprofound.com — an enterprise-oriented AI visibility platform worth considering if you need serious monitoring across many brands, prompts, markets, and assistants.
• rankscope.ai — particularly aligned with your description: share of voice, mention rate, average ranking position, sentiment, and citation sources across AI engines. RankScope
• cite.watch — interesting if the important question is not just whether you're mentioned, but which of your actual pages are being cited and whether those citations generate visits. It tracks citation position, share of voice, and AI-attributed clicks. Cite Watch
• rank.ai — tracks mentions/citations and share of voice versus competitors across ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek and Google AI Overviews. Rank.ai
• citations.io — more focused on monitoring which answers cite you, which paraphrase you, and which omit you, across ChatGPT, Gemini, Perplexity and Claude. Citations

For your specific use case

If by "where our content is being used" you mean:

Which of our articles/pages are being cited by ChatGPT, Gemini, Perplexity, Claude, etc., how often, and where do we rank relative to competitors?

I'd prioritize Ahrefs, Profound, RankScope, and CiteWatch.

The metrics you want to make sure the platform supports are:

1. Citation rate — % of AI answers citing your domain.
2. Citation URL/page — exactly which piece of your content was used.
3. AI rank/position — e.g. you're recommendation #2 versus competitor #1.
4. Share of voice — your percentage of mentions/citations versus competitors.
5. Prompt-level tracking — the actual questions being asked.
6. Assistant-level breakdown — ChatGPT vs. Gemini vs. Perplexity, etc.
7. Historical trends — whether your visibility is improving.
8. Competitor/source analysis — who is being cited instead of you.
9. Content-level recommendations — what pages/topics you should improve.
10. Traffic attribution — ideally, whether those AI citations actually send users to your site.

One important distinction: "mentioned" and "cited" aren't the same thing. A model can recommend your company without linking to your content, or it can cite one of your articles without recommending your brand. The better platforms track these separately. Ahrefs

If you tell me what kind of content/company you have (e.g. publisher, SaaS, ecommerce, agency, B2B) and roughly how many domains/pages you need to monitor, I can narrow this to the 3 best platforms and compare pricing, assistants covered, citation tracking, and relative-rank/share-of-voice capabilities.

Yes — what you’re describing is generally called AI visibility tracking, GEO (Generative Engine Optimization) software, or LLM/AI search monitoring.

The key capabilities to look for are:

• Mention tracking: Does ChatGPT, Claude, Gemini, Perplexity, etc. mention your brand/content?
• Citation/source tracking: Which of your URLs are cited, and which third-party sites are being used instead?
• Relative rank/position: Are you the #1 recommendation, #3, etc., within an AI-generated answer?
• Share of voice: What percentage of relevant AI answers mention you versus competitors?
• Prompt-level tracking: Run the same commercially relevant questions repeatedly and track changes over time.
• Competitor benchmarking: See which competitors are appearing when you aren't.
• Content-level attribution: Identify the specific pages AI systems are drawing from.

Tools I'd shortlist

For example, Rank.ai explicitly tracks ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek and Google AI Overviews, including mentions, citations and share of voice. Rank.ai DiscoveredBy similarly reports brand position, citation rate and share of voice across several AI assistants. DiscoveredBy

If your specific question is “Which software can tell me that AI assistants are using our articles/pages and show us how often we're cited versus competitors?”, I'd focus less on generic SEO tools and more on Profound, Ahrefs, Scrunch, Peec, and DiscoveredBy.

One important distinction: “rank” in AI answers isn't as stable as Google rank. Different runs can produce different answers, so the better platforms measure repeated prompts and report things like mention rate, citation rate, average position, and share of voice rather than pretending there is a single fixed AI ranking. LLM Search Console Apify

If you tell me whether you're looking for this for a single company, an agency managing multiple clients, or an enterprise content team, I can give you a 5-tool comparison with pricing, AI assistants covered, citation tracking, relative-rank methodology, and API availability.

Yes — what you’re describing is usually called AI visibility tracking, GEO (Generative Engine Optimization), or AI search monitoring.

These platforms repeatedly run your target prompts through AI assistants and measure whether your brand/content is mentioned, where it appears, which URLs get cited, and how you compare with competitors. Marketing for LLMs Arbling

Strong options

• OtterlyAI — Probably the closest match to your description. Tracks ChatGPT, Perplexity, Gemini, Claude, Copilot and Google AI surfaces; reports mentions, citations, average rank, sentiment and share of voice, including which specific pages are being cited. Otterly Otterly

otterly.ai

• Profound — More enterprise-oriented. Good if you want sophisticated competitive benchmarking and monitoring across large prompt sets.
• Ahrefs Brand Radar — Worth considering if you already use Ahrefs. It tracks AI mentions/citations and lets you benchmark against competitors, with coverage across ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces. Ahrefs

ahrefs.com

• Peec AI — Focused specifically on AI-search visibility and competitor comparison; often considered alongside Otterly and Profound. NeuralGen
• GetMentions AI — Particularly interesting if you want average rank + visibility score + competitor rankings, broken down by prompt, market, persona and language. It advertises tracking across up to 13 AI platforms. GetMentions AI

getmentions.ai

For your specific use case

If by "where our content is being used" you mean:

Which of our articles/pages are AI assistants citing when answering questions, and how often are we cited versus competitors?

I'd shortlist Otterly, Profound and Ahrefs Brand Radar.

The metrics I'd specifically require are:

One important distinction: brand visibility and content citation aren't the same thing. A model can mention your company without citing your website, or cite one of your articles without prominently mentioning your company. The better platforms expose both. Otterly, for example, explicitly tracks the cited URL and which competitor is cited instead. Otterly

If you tell me what kind of content/company you have (e.g. SaaS, publisher, ecommerce, agency) and whether you're mainly interested in ChatGPT vs. Gemini/Perplexity vs. all of them, I can give you a side-by-side comparison of the 5 best tools, including pricing, AI engines, rank/citation metrics, and which I'd pick.

Yes — the category you're looking for is generally called AI visibility / AI search visibility / GEO (Generative Engine Optimization) tracking.

If by “where our content is being used” you mean which of your pages/domains are cited or referenced by ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, etc., and you also want to know how you rank relative to competitors, these are the strongest options I found:

The distinction I'd pay attention to

There are actually three different measurements that tools sometimes lump together:

1. Mention/rank — Does the AI recommend your company, and where does it appear relative to competitors?
2. Citation — Does the AI actually link to/cite your website?
3. Content attribution — Which specific pages or pieces of content are being cited, and which third-party sites are influencing the answer?

For example, Ahrefs says Brand Radar can show the domains and specific pages cited alongside your brand, while also benchmarking your brand against competitors. ahrefs.com Rank.ai similarly tracks mentions, citations and competitor share of voice across multiple assistants. rank.ai

If your primary question is “Which of our content assets are AI assistants actually using, and are we winning or losing against competitors?” I'd start with Ahrefs Brand Radar or Rank.ai.

If you tell me what kind of content you produce (B2B, publisher, ecommerce, SaaS, etc.) and roughly how many URLs/content pieces you have, I can narrow this down to the 3 best platforms and compare pricing, coverage, API/export capabilities, and whether they can identify individual URLs being cited.

Yes. The category you’re looking for is usually called AI visibility / LLM visibility / GEO (Generative Engine Optimization) software.

The key distinction is that these tools don't just measure whether your brand appears. The better ones can tell you which of your URLs/content are being cited by AI assistants, how often they’re cited, which competitors are cited instead, and your relative position/share of voice.

Strong options

• tryprofound.com — Enterprise-oriented AI visibility platform. Good for tracking how brands/content appear across major AI search experiences and analyzing citations and competitors.
• semrush.com — Particularly attractive if you already use Semrush for SEO. It combines traditional search data with AI visibility, mentions, competitors and citations. Semrush's 2026 comparison specifically positions it as an AI-visibility + SEO platform. Semrush
• ahrefs.com — Interesting if you want a large-scale benchmark. Ahrefs says its AI Visibility Index is based on 468M+ real prompts and tracks ChatGPT, Gemini, Copilot, Perplexity and Google AI surfaces. Ahrefs
• promptwatch.com — Strong for monitoring actual AI responses, including mentions, citations and citation ordering across ChatGPT, Gemini, Perplexity, Claude and other platforms. Promptwatch
• rank.ai — More focused on the practical question: “Does the AI recommend us, where do we rank versus competitors, and what content is getting cited?” It tracks ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek and Google AI Overviews. Rank.ai
• citations.io — Especially relevant to your wording. Its dashboard tracks share of answer, citations/week, prompts in top 3, competitors and exact cited sources across ChatGPT, Gemini, Perplexity and Claude. Citations.io

If your actual question is “where is our content being used?”

I'd prioritize a tool that gives you this hierarchy:

Content URL → AI assistant → prompt → citation → position → competitor → trend

For example:

/blog/best-crm-for-startups
→ cited by ChatGPT 37 times
→ cited by Perplexity 22 times
→ appears as citation #2 on average
→ competitor X appears #1
→ citation share 14%
→ up 6% month-over-month

That's more useful than a generic “AI visibility = 63/100” score.

For an enterprise content/SEO team, I'd shortlist Profound, Ahrefs and Semrush first. If you're primarily interested in content-level citation intelligence and relative ranking, I'd also look closely at Promptwatch and Citations.io.

If you tell me roughly how much content you have (e.g. 100, 10K, 1M URLs) and whether you care about ChatGPT/Claude/Perplexity/Gemini specifically, I can narrow this to the 2–3 best platforms and compare their actual capabilities/pricing.

Yes — what you’re describing is generally called AI visibility tracking, GEO (Generative Engine Optimization) monitoring, or AI search visibility.

The tools I’d look at are:

For your specific wording — “where our content is being used by different AI assistants” + “relative rank” — I'd shortlist Ahrefs, Profound, Rank.ai, and Centium.

The metrics you actually want

I'd make sure the product measures all of these rather than just "mentions":

• Mention rate — % of relevant prompts where your brand/content appears.
• Citation rate — % of answers that cite your domain.
• Exact cited URLs — which articles/pages are being used.
• Citation share — how much of the AI's source material comes from you versus competitors.
• Mention position — whether you're #1, #2, #3, etc. within the AI answer.
• Share of voice — your percentage of mentions versus competitors.
• Assistant-by-assistant performance — ChatGPT vs. Claude vs. Gemini vs. Perplexity, etc.
• Prompt/topic performance — e.g. "best X," "how to choose X," "X alternatives," etc.
• Historical trends — whether your visibility and rank are improving.
• Competitor displacement — who is being cited when you're not.

For example, Centium specifically measures the frequency with which your brand occupies positions 1, 2, 3, etc. in AI answers, while Rank.ai combines mention/citation tracking with share of voice against competitors. Centium Rank.ai

Ahrefs Brand Radar is particularly interesting if by "where our content is being used" you literally mean which pages on our site are being cited. It reports the domains and specific pages cited alongside your brand and lets you benchmark against competitors. ahrefs.com

If you're evaluating this for a content/SEO team, I can also give you a side-by-side comparison of the 5–7 serious platforms, including pricing, APIs, number of prompts, assistants covered, citation tracking, and rank methodology.

• Mention rate — % of relevant prompts where your brand/content appears.
• Citation rate — % of answers that cite your domain.
• Exact cited URLs — which articles/pages are being used.
• Citation share — how much of the AI's source material comes from you versus competitors.
• Mention position — whether you're #1, #2, #3, etc. within the AI answer.
• Share of voice — your percentage of mentions versus competitors.
• Assistant-by-assistant performance — ChatGPT vs. Claude vs. Gemini vs. Perplexity, etc.
• Prompt/topic performance — e.g. "best X," "how to choose X," "X alternatives," etc.
• Historical trends — whether your visibility and rank are improving.
• Competitor displacement — who is being cited when you're not.

For example, Centium specifically measures the frequency with which your brand occupies positions 1, 2, 3, etc. in AI answers, while Rank.ai combines mention/citation tracking with share of voice against competitors.

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

These tools run a defined set of buyer/search prompts against assistants such as ChatGPT, Gemini, Claude, Perplexity, and Google AI surfaces, then measure whether your brand/content appears, which pages get cited, your position in the answer, competitors mentioned instead, share of voice, and changes over time. SearchScore TurboAudit

The ones I’d shortlist

If by "where our content is being used" you mean something more specific

There are actually two different products hiding in your question:

1. AI visibility tracking — "When someone asks an AI assistant a question, does it mention/cite our content?"
2. Content provenance/usage tracking — "Which AI systems are actually crawling, retrieving, quoting, or using our individual pages?"

The first category is much more mature. For example, platforms can show something like:

Prompt: "Best project-management software for a 50-person company?"
ChatGPT → Your brand #2 → cites your comparison page
Gemini → Your brand #5 → cites your blog
Perplexity → Doesn't mention you → cites Competitor X
Claude → Your brand #1 → cites your product page

Some newer platforms explicitly expose average rank by AI provider, alongside mention rate and citations. visimatrix.com

If your goal is specifically to measure "relative rank" across AI assistants, I'd start with Profound, Peec AI, and Ahrefs. If you tell me your company size/content volume and whether you care more about competitive rank, citation/source tracking, or actual AI-driven traffic, I can narrow this to the 2–3 best options and compare pricing/features.

Yes — what you’re describing is generally called AI visibility tracking, GEO (Generative Engine Optimization), or AEO (Answer Engine Optimization) software.

The key capabilities to look for are:

• Mention tracking: Does ChatGPT, Gemini, Claude, Perplexity, etc. mention your brand/content?
• Citation/source tracking: Which of your URLs—or competitors’ URLs—are being cited?
• Relative rank: When an AI gives several recommendations, are you #1, #2, #5, etc.?
• Share of voice: What percentage of AI answers mention you versus competitors?
• Prompt tracking: Track the same customer questions repeatedly over time.
• Cross-model comparison: See where you're strong/weak across ChatGPT vs. Gemini vs. Perplexity, etc.
• Historical trends: Whether your visibility is improving or declining.

The strongest options I'd look at

For your exact wording—“where our content is being used by different AI assistants and measures relative rank”—I'd pay particular attention to Ahrefs, Hypado, and Rank.ai. Ahrefs is especially interesting if you want large-scale benchmarking: it says its system analyzes hundreds of millions of search-derived prompts and reports mentions, citations, competitors and AI visibility across ChatGPT, Gemini, Perplexity, Copilot and Google's AI surfaces. Ahrefs Ahrefs

One important distinction: “content being used” can mean two different things. Some platforms measure your brand being mentioned, while others identify the exact pages/domains that the AI cites or uses as sources. The latter is probably what you want if you're trying to understand which pieces of your content are influencing AI answers. Ahrefs, Rank.ai, Hypado and MentionScout all advertise source/citation-level tracking. Ahrefs Rank.ai hypado.com MentionScout

If you tell me what kind of content/company you have (e.g. publisher, SaaS, ecommerce, agency, financial content), I can narrow this to the 3 best platforms and compare pricing, AI models covered, rank methodology, citation tracking, API access, and enterprise capabilities.

Yes — the category you’re looking for is usually called AI visibility tracking, GEO (Generative Engine Optimization), or AI search share-of-voice.

If your goal is specifically “Where is our content being used/cited by ChatGPT, Gemini, Claude, Perplexity, etc., and how do we rank versus competitors?”, I’d shortlist these:

• ahrefs.com — probably the strongest choice if you already use Ahrefs. It tracks mentions and citations across ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces, including which domains/pages are being cited and competitor visibility. Ahrefs says its database is based on hundreds of millions of real/search-derived prompts. Ahrefs Ahrefs
• rank.ai — particularly good if you want prompt-level rankings. It tracks whether you are mentioned/cited, competitors, share of voice, and daily movement across ChatGPT, Claude, Gemini, Perplexity, Grok and Google AI Overviews. Rank.ai
• ranktracking.ai — more explicitly built around the concept you're describing: AI rank position + mentions + cited sources + competitor presence. Their example dashboard actually shows a prompt with ChatGPT #2, Gemini #3, etc. AI Rank Tracker
• visimatrix.com — useful if you want a dashboard focused on average rank, mention rate, citations, sentiment and competitor comparison across seven AI assistants. VisiMatrix
• citations.io — more citation-centric. It provides a live citation feed showing which AI assistant cited which domain/page, plus share-of-answer and prompt tracking. Citations
• ranklogs.com — tracks whether you're cited, merely mentioned, or absent, plus rank/share-of-voice comparisons across major AI engines. Ranklogs

What I'd choose

If you're an enterprise/content marketing team, I'd start with Ahrefs Brand Radar.

If you specifically need a metric like:

“For 500 questions our prospects ask, we're mentioned 34% of the time, cited 21% of the time, and our average position is #2.7 vs. competitor A at #1.8.”

then I'd look closely at Rank.ai or Rank Tracking AI.

One important distinction: “AI mentions” and “AI citations” aren't the same thing. A model can use your content as part of its answer without linking to your site, while a citation explicitly attributes the answer to a particular page/domain. Ahrefs, for example, tracks those separately. Ahrefs

And for serious measurement, I'd avoid relying on a single aggregate “AI visibility score.” Different assistants can produce substantially different source rankings, so per-assistant performance + prompt-level competitor rank + cited URLs is much more actionable. Machine Relations

If you tell me what kind of content/company you have (e.g. SaaS, publisher, ecommerce, agency) and roughly how many prompts/competitors you need to track, I can narrow this to the best 2–3 tools and compare pricing/features.

Yes — what you’re describing is generally called AI visibility / LLM visibility / GEO (Generative Engine Optimization) tracking.

The strongest options I’d look at are:

• ahrefs.com — probably the best fit if you already use Ahrefs. It tracks mentions and citations across ChatGPT, Gemini, Perplexity, Copilot and Google AI results, including which pages/domains get cited. Its database is based on hundreds of millions of prompts. Ahrefs Ahrefs
• promptwatch.com — particularly strong for ongoing LLM visibility monitoring, competitive analysis and citation tracking. It monitors how brands are mentioned/cited across major AI assistants and has recently expanded its engine coverage. Promptwatch
• rank.ai — very close to your description: tracks mention rate, citation rate, share of voice and competitor position across ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek and Google AI Overviews. Rank.ai
• cite.watch — good if the key question is “which of our pages/content are AI assistants actually citing?” It tracks citation sources, average citation position, share of voice, competitors and even AI-referred website traffic. CiteWatch
• zumihq.com — broader AI-search intelligence, with tracking across up to nine engines and metrics around visibility, citation ranking and competitive share of voice. Zumi

For your specific use case

If by “where our content is being used” you mean:

Which of our articles/pages are being cited by ChatGPT, Gemini, Claude, Perplexity, etc., for which questions, and how does our citation/mention position compare with competitors?

I'd shortlist Ahrefs, Promptwatch, and CiteWatch.

If the emphasis is specifically relative rank, I'd lean toward Rank.ai or Zumi, because they explicitly expose metrics such as average rank/position and share of voice rather than just counting mentions. Rank.ai Zumi

One important distinction: “rank” in an AI answer isn't equivalent to Google rank. These tools generally measure things like whether you're mentioned, your order relative to competitors, citation position, citation rate, and share of voice. AI responses can also vary from run to run, so daily/longitudinal measurement is much more meaningful than checking one answer. Rank.ai

If you tell me whether you're looking for this for SEO/content marketing, a large enterprise content library, or an agency managing multiple brands, I can narrow this down to the 3 best platforms and compare their pricing, AI coverage, citation tracking, and reporting capabilities.

The category you’re looking for is usually called AI visibility tracking, LLM optimization (LLMO) analytics, or AI search monitoring. These tools measure whether your content/brand is appearing in answers from ChatGPT, Claude, Gemini, Perplexity, etc., which sources are being cited, and how you compare with competitors. Adobe for Business

Some leading options:

Typical metrics these tools provide:

• AI mention rate — % of tracked prompts where your brand/content appears.
• AI share of voice — how often you appear compared with competitors.
• Answer position/rank — where you appear in AI-generated lists (e.g., #1 recommendation vs #5).
• Citation tracking — which URLs/pages AI assistants rely on when answering.
• Competitor displacement — who appears when you don’t.
• Prompt-level monitoring — e.g., “best CRM for startups” or “best accounting software for agencies.” Sightivo Siftly

A practical stack many content teams use:

• Traditional SEO: Ahrefs / Semrush / Google Search Console
• AI visibility: Profound, Rank.ai, MentionHQ, Siftly, or similar
• Content optimization: tools that analyze which pages are earning citations and why

One caveat: AI assistants do not have a stable “Google-style rank #1–#10.” These tools generally estimate rank through repeated prompt tests and measure probability of being mentioned, recommended, or cited rather than a fixed search position. Sightivo Adobe for Business

If you tell me whether you’re tracking a brand, a publisher/content site, or a SaaS/product, I can narrow this down to the best-fit tools.

Yes. What you’re describing is generally called AI visibility / AI search visibility / GEO (Generative Engine Optimization) tracking. These tools monitor how often assistants mention or cite your content, which competitors they recommend, and increasingly where you rank within the generated answer.

The strongest options

• tryprofound.com — Enterprise-oriented AI visibility platform. Tracks mentions, citations, sentiment, and share of answer across multiple AI engines. Particularly suited to larger content/SEO teams.
• peec.ai — Good fit if you want prompt-level monitoring, competitor benchmarking, visibility/position metrics, citations, and sentiment. It is specifically built around measuring how brands perform across AI answers.
• otterly.ai — More monitoring-focused. Tracks prompts across AI engines and reports mentions, citations, sentiment and share of voice.
• ahrefs.com — Particularly interesting if you already use Ahrefs. It monitors ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces, including mentions, citations, cited pages and competitors, using a very large database of search-derived prompts. Ahrefs
• rank.ai — Explicitly tracks mention rate, citations, share of voice and competitor position across ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek and Google AI Overviews. It also reruns prompts daily, which is important because AI answers fluctuate. Rank.ai
• searchprism.io — Interesting if you want conventional Google SEO and AI visibility together. It reports AI mention rate, sentiment, where you appear in the answer and who appears ahead of you, alongside Google rankings. Prism

If your specific requirement is "where is our content being used?"

I'd distinguish two related problems:

For example, Zumi explicitly measures both how often a brand is named and how prominently it features, plus share of voice and citation rankings across up to nine AI engines. Zumi

One important caveat: AI "rank" isn't quite the same as Google rank. An answer might mention five companies without having a formal #1–#5 ranking. Some platforms therefore calculate a position/visibility score based on where and how prominently you appear. Others literally record your ordinal position when the model produces a ranked recommendation. Surfaceable Dean Garland

My shortlist

If you're evaluating this for a content/SEO team, I'd start with:

1. Ahrefs Brand Radar — best if you already have Ahrefs and want AI visibility integrated with traditional SEO.
2. Profound — strongest candidate for serious enterprise AI-search intelligence.
3. Peec AI — strong purpose-built monitoring and competitive analysis.
4. Rank.ai — particularly compelling if relative rank/share-of-voice across individual assistants is the central requirement.
5. Prism — attractive if you want traditional Google rankings and AI rankings in the same workflow.

If you tell me roughly how large your content operation is (e.g. 100, 1,000, or 100,000+ pages) and whether you're primarily interested in ChatGPT/Claude/Gemini citations or actual traffic generated by AI, I can narrow this to the 2–3 tools I'd actually shortlist.

One important caveat: AI "rank" isn't quite the same as Google rank. An answer might mention five companies without having a formal #1–#5 ranking. Some platforms therefore calculate a position/visibility score based on where and how prominently you appear. Others literally record your ordinal position when the model produces a ranked recommendation.

My shortlist

If you're evaluating this for a content/SEO team, I'd start with:

Yes. The category you’re looking for is usually called AI search visibility, LLM visibility, GEO (Generative Engine Optimization) tracking, or AI answer/rank tracking.

These tools essentially do for ChatGPT/Claude/Gemini/Perplexity what SEO rank trackers do for Google: they repeatedly run a set of relevant prompts and measure whether your brand/content appears, where it appears, which competitors appear, and which URLs get cited. LLM Visibility Tools Promptwatch

The strongest options

Current comparisons put Profound toward the enterprise end, while OtterlyAI is generally positioned as a more accessible monitoring product. LLM Visibility Tools Rankability AirOps

For your specific requirement

If by “track where our content is being used” you mean:

Which of our articles/pages are being cited by ChatGPT, Gemini, Claude, Perplexity, etc., and how does our citation/mention position compare with competitors?

I'd shortlist Profound, OtterlyAI, and Peec AI first.

The particularly important metrics are:

• Citation rate — how often your URLs are cited.
• Citation share — your share of all citations versus competitors.
• Mention rate — how frequently your brand/product is mentioned.
• AI answer rank — whether you're #1, #2, #3, etc. when the assistant recommends multiple companies.
• Share of voice — your visibility versus named competitors.
• Which pages get cited — identifies the content AI systems actually consider authoritative.
• Which competitors get cited instead — arguably the most actionable metric.
• Prompt-level tracking — lets you see exactly which questions produce visibility or invisibility.
• Historical trends — whether changes to your content actually improve AI visibility.

For example, OtterlyAI explicitly reports mentions, citations, sentiment, share of voice, average rank, and cited URLs, with competitors scored on the same fields. Otterly

One important distinction: “LLM monitoring” and “AI search monitoring” aren't quite the same thing. If your goal is to understand actual customer-facing answers, you want a tool that captures answers and citations from AI search experiences—not merely whether a model's underlying knowledge contains your brand. Otterly

If you tell me what kind of content/company you have (e.g. B2B SaaS, publisher, ecommerce, agency) and roughly how many domains/prompts you need to track, I can narrow this to the 3 best platforms and compare pricing, AI engines, citation tracking, relative-rank methodology, and API/export capabilities.

If by “track where our content is being used” you mean:

Which of our articles/pages are being cited by ChatGPT, Gemini, Claude, Perplexity, etc., and how does our citation/mention position compare with competitors?

I'd shortlist Profound, OtterlyAI, and Peec AI first.

The particularly important metrics are:

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

The strongest options I’d look at are:

• ahrefs.com — probably the best fit if you already use Ahrefs. It tracks mentions and citations across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews/AI Mode, and lets you benchmark competitors. It also shows the domains/pages being cited. Ahrefs
• rank.ai — particularly good if by “relative rank” you mean “when someone asks an AI assistant for the best X, where do we appear versus competitors?” It tracks daily prompts, mention/citation rates and competitor share of voice across ChatGPT, Claude, Gemini, Perplexity, Grok, Google AI Overviews and DeepSeek. Rank.ai
• brandvisibility.ai — explicitly focused on AI rankings and showing which content/URLs are winning citations. Currently emphasizes ChatGPT, Gemini and Claude, with more platforms coming. AI Rank Tracker
• ahoylighthouse.com — interesting if you want content-level diagnostics, not just a visibility score. It tracks 10+ AI assistants, citations, sentiment, competitor benchmarks and ties recommendations to individual pages. Lighthouse
• citations.io — more narrowly focused on AI citations and share of answer. It tracks ChatGPT, Gemini, Perplexity and Claude and separates mentions from actual citations. Citations.io
• hubspot.com — worth considering if your team already lives in HubSpot. It provides an AI visibility score and competitor comparison across ChatGPT, Perplexity and Gemini. HubSpot

The distinction I'd pay attention to

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

1. “Are our pages/content being used?”
You want citation/reference tracking:

• Which of our URLs get cited?
• Which competitor URLs get cited instead?
• Which publications are influencing the answer?
• How often does each page get cited?
• Which AI assistant is citing it?

2. “Where do we rank when AI recommends solutions?”
You want AI share-of-voice / recommendation rank:

• Ask 100–1,000 buyer prompts.
• See which brands are mentioned.
• Record your position/order in the answer.
• Compare against competitors.
• Track the change over time and by AI platform.

That second metric is especially important because AI doesn't really have a Google-style “position 7.” A useful measurement is something like:

Prompt: “Best project management software for a 50-person agency?”
ChatGPT: #2 — Your brand
Claude: #5
Gemini: Not mentioned
Perplexity: #3
AI Share of Voice: 18%

Tools are increasingly reporting exactly this sort of share-of-voice / relative competitive position rather than pretending there is a conventional SERP ranking. Rank.ai Kitbase

My shortlist

If this is for a serious content/SEO team, I'd start with Ahrefs Brand Radar, Rank.ai, and Lighthouse and compare them on your actual prompts.

If your primary question is “which of our content is AI actually citing, and which competitor content is replacing us?”, I'd lean toward Ahrefs or Lighthouse.

If it's primarily “how do we rank against competitors across ChatGPT/Claude/Gemini/etc.?”, I'd lean toward Rank.ai.

If you tell me whether you're looking for this for SEO/content marketing, PR/brand monitoring, or an enterprise content team, I can narrow this to the 3 best platforms and compare pricing, AI assistants covered, citation tracking, relative ranking, APIs, and reporting.

Yes — the category you’re looking for is usually called AI visibility tracking, GEO (Generative Engine Optimization), or AEO (Answer Engine Optimization).

The tools I’d look at are:

The distinction that matters

If by "where our content is being used" you mean which of your actual webpages/documents are being cited by AI assistants, I'd prioritize Otterly or Profound. Otterly, for example, explicitly tracks the cited URLs and shows which competitor URL gets cited instead. otterly.ai

If you mean "when someone asks an AI assistant a question in our category, where does our brand/content rank relative to competitors?", look at Profound, Peec, Otterly, or Rankr. These platforms generally run a consistent set of prompts repeatedly and calculate things like:

• Mention rate — how often you appear
• Position/rank — where you appear in the answer
• Share of voice — your visibility vs. competitors
• Citation rate — how often your site/content is actually cited
• Sentiment — how the AI describes you
• Prompt-level performance — which questions you win/lose
• Competitor displacement — where a competitor appears instead of you
• Trend over time — whether your AI visibility is improving

This is essentially SEO rank tracking for AI-generated answers, although the "ranking" is less deterministic than Google rankings. rankr.sosightivo.com

If you tell me what kind of company/content you have (e.g. SaaS, publisher, ecommerce, agency) and roughly your budget, I can narrow this to the 2–3 tools I'd actually buy and compare their current pricing/features.

Yes — the category you’re looking for is usually called AI search visibility, GEO (Generative Engine Optimization), or LLM visibility tracking.

The tools I’d look at are:

The important distinction is what you mean by "where our content is being used." There are really two measurements:

1. AI visibility / ranking:

"When someone asks 100 relevant questions, how often does our brand appear, and what position does it occupy versus competitors?"

2. Citation/source tracking:

"Which of our URLs, articles, Reddit posts, reviews, etc. are actually being cited or used as sources by the AI?"

The better platforms do both. For example, Citation Radar reports which pages are driving citations and where competitors are beating you, while OnCited explicitly tracks rank and share of voice by engine. www.citationradar.ai

If I were evaluating this for a content/marketing team

I'd shortlist Profound, Peec AI, Scrunch AI, and Otterly.AI first. Current comparisons consistently put those among the main dedicated AI-visibility platforms. citationdesk.com

I'd also make sure the product can report these metrics separately:

• Mention rate
• Citation rate
• Citation share / share of voice
• Answer position / relative rank
• Competitor rank
• Which specific URLs get cited
• Which prompts trigger your citations
• Which prompts trigger competitors instead
• Sentiment / recommendation strength
• Trend over time
• Performance by AI engine — ChatGPT vs. Gemini vs. Perplexity vs. Claude, etc.

One caveat: "rank" in AI answers isn't equivalent to Google rank. AI responses are probabilistic and can change between runs, so good platforms should use a consistent prompt set and repeated sampling rather than treating a single answer as a definitive ranking. nicklafferty.com

If you tell me whether you're a publisher/content company, SaaS company, agency, or enterprise brand, I can narrow this to the 3 best tools and compare pricing, AI platforms covered, citation tracking, and competitive-rank measurement.

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

These tools repeatedly run the same buyer-relevant prompts across AI assistants and measure things like:

• Mention rate — how often your brand/content appears.
• Relative rank / position — where you appear in the answer versus competitors.
• Share of voice — your percentage of mentions/recommendations versus competitors.
• Citation rate — how often the AI links to or cites your content.
• Which pages are being cited — useful for understanding what content is actually influencing AI answers.
• Competitive gaps — prompts where competitors appear but you don't.
• Sentiment / recommendation strength — whether the assistant recommends you favorably.

For example, Zumi explicitly reports mention rate, share of voice, average position, and citation sources across up to nine AI engines. Zumi

The ones I'd look at

An independent 2026 comparison found Profound and AthenaHQ among the strongest polished dashboards, while Peec AI scored well for breadth and Otterly.AI for inexpensive entry-level tracking. cloro LLM Visibility Tools

One important distinction

If by "where our content is being used" you literally mean which of your articles/pages are being retrieved or cited by AI assistants, rather than merely whether your brand is mentioned, I'd prioritize Profound, DemandSphere, seoClarity, or Zumi.

For example, DemandSphere tracks mentions, linked/unlinked citations, sentiment, competitive positioning, and the specific pages being cited, across ChatGPT, Perplexity, Gemini, Copilot, Google AI Overviews, AI Mode, Grok, DeepSeek, Meta AI, and Amazon Rufus. DemandSphere

If your main goal is "we have 5,000 pieces of content—tell me which ones AI assistants are using, for which queries, and whether we're #1/#2/#3 versus competitors", that's a narrower requirement. I can compare the best 5–7 platforms specifically for that use case, including pricing and which ones expose the underlying prompt/citation data.

Yes. The category you’re looking for is generally called AI visibility tracking, LLM visibility, GEO (Generative Engine Optimization), or AEO (Answer Engine Optimization).

These tools monitor prompts across ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, Copilot, etc., and measure things like whether your brand/content is mentioned, which pages are cited, citation frequency, competitor share of voice, and relative position/rank in the answer. sitetest.aiwww.datadab.com

The ones I'd shortlist

Profound is probably the one I'd investigate first if you're talking about a serious content/marketing intelligence program. It tracks AI responses at large scale and provides competitive visibility data across multiple engines. A recent 2026 comparison describes it as the category leader for data scale and depth. sitetest.aiwww.datadab.com

OtterlyAI is particularly close to what you described as an "AI rank tracker": it lets you define prompts, runs them across multiple AI engines, and reports brand mentions, citations, competitors, and average brand position. Its dashboard explicitly shows metrics such as "Average Brand Position" versus competitors. otterly.ai

Peec AI is another strong option if you want prompt-level monitoring, competitor benchmarking, and citation analysis without going all the way to an enterprise platform. sitetest.aiwww.datadab.com

One important distinction

If by "where our content is being used" you mean:

Which of our actual articles/pages are being retrieved or cited by AI assistants, and how does that compare with competitors?

then I'd prioritize Profound, Otterly, or Peec.

If you mean:

Which external websites are AI assistants using to formulate answers, and what content do we need to create/change to become one of those sources?

then Profound/AthenaHQ become more interesting.

And if you want to measure "rank", don't expect a Google-style universal #1 ranking. AI visibility is inherently more probabilistic: the same prompt can produce different answers, and different assistants can cite different sources. The more useful metrics are usually mention rate, citation rate, share of voice, average answer position, cited-page distribution, and competitor gap. sitetest.aiwww.synectgeo.io

If you tell me whether you're looking at this for SEO/content marketing, PR/brand monitoring, or competitive intelligence, I can narrow this to the 3 best platforms and compare their pricing, AI coverage, APIs, and exact metrics.

The category you’re looking for is usually called AI visibility tracking, Generative Engine Optimization (GEO) tracking, or AI answer engine monitoring. These tools measure whether AI assistants mention your content/brand, which sources they cite, and how you compare against competitors. citedindex.com

Some leading options:

Typical metrics these platforms provide:

• AI mention rate — how often an assistant mentions your brand/content
• Citation share — how often your pages are used as sources
• Share of voice — your presence vs. competitors
• Prompt-level ranking — e.g., “best CRM for startups” → who appears in AI answers
• Sentiment/context — whether AI describes you positively or negatively
• Source influence — which pages, articles, reviews, or third-party sites AI relies on foglift.io

A key difference from Google SEO: AI assistants generally do not have a stable “rank #1–10” system. Most tools approximate rank using metrics like position in the generated answer, recommendation frequency, citation frequency, and share of answers won. www.rank.ai

For a company deciding what to buy:

• Enterprise / brand team: Profound, Semrush, Ahrefs
• SEO team adding AI search tracking: Ahrefs, Semrush, SISTRIX
• Startup or content team: CitationLab, Citations.io, SynectGEO
• Deep GEO optimization: tools focused on citations and prompt-level recommendations

If you mean tracking where your actual articles/pages are being copied or reused inside AI model outputs (rather than whether your brand ranks), that is a slightly different category involving AI content monitoring and provenance tools.

The category you’re looking for is usually called AI visibility tracking, GEO (Generative Engine Optimization), or AEO (Answer Engine Optimization) software. These tools monitor whether AI assistants (ChatGPT, Claude, Gemini, Perplexity, Copilot, etc.) mention, cite, or recommend your content, and they often measure things like share of voice, citation rate, and relative rank/position in AI answers. www.quattr.comwww.rank.ai

Some of the leading options:

Key metrics to look for:

• AI citation rate — how often assistants cite your pages as sources
• AI mention rate — how often your brand/content appears in answers
• Share of voice — your percentage of appearances versus competitors
• Average position/rank — whether you appear as the first, second, third, etc. recommendation/source
• Prompt coverage — which user questions trigger your visibility
• Citation source mapping — which pages competitors are winning with
• Sentiment/context — whether AI describes your brand positively or negatively rankscope.ai

A typical stack looks like:

• Enterprise marketing team: Profound + existing SEO platform
• Content/GEO team: Lighthouse, Quattr, RankScope, or similar
• Startup/small team: rank.ai, CiteWatch, or lighter AI visibility trackers

One important distinction: these tools generally do not measure a single universal “AI rank” the way Google has search positions. AI answers are generated dynamically, so good platforms measure repeated prompts across assistants and calculate visibility/share-of-voice trends instead. www.rank.ai

If you’re evaluating vendors, the most important question to ask is: “Do you actually query live AI assistants and capture citations, or are you estimating visibility from search data?” The former is much closer to measuring real AI presence. www.quattr.com

The category you’re looking for is usually called AI visibility tracking, Generative Engine Optimization (GEO), or Answer Engine Optimization (AEO) software. These tools monitor whether your content, brand, or URLs are being mentioned/cited by AI assistants (ChatGPT, Claude, Gemini, Perplexity, Copilot, etc.) and often calculate metrics like share of voice, competitor position, citation frequency, and AI ranking. proofmap.com

Some leading options:

A few metrics to look for:

• AI Share of Voice — how often your brand appears versus competitors in AI answers.
• Prompt rank / category rank — whether you are the #1, #2, etc. recommended option when assistants answer a question.
• Citation tracking — which of your URLs are being used as sources.
• Content attribution — which articles, docs, or pages appear to influence AI answers.
• Sentiment/context — whether AI assistants describe your brand positively or negatively.
• Assistant coverage — ChatGPT vs Claude vs Gemini vs Perplexity differences. www.ahoylighthouse.comwww.rank.ai

If your goal is "find where our articles are being reused by AI assistants", prioritize tools that track citations and source URLs (for example Profound, Ahrefs Brand Radar, Lighthouse, Rank.ai). If your goal is "are we winning when someone asks an AI assistant for recommendations?", prioritize prompt tracking and share-of-voice tools. www.rank.aiahrefs.com

For a marketing/content team, a common stack is:

• Traditional SEO: Ahrefs / Semrush
• AI visibility: Profound / AthenaHQ / Otterly / Rank.ai
• Content optimization: your CMS + analytics + GEO recommendations

The field is still evolving, so I’d avoid treating any single “AI rank” score as equivalent to Google rankings; AI answers vary by prompt, model, and time, making repeated measurement more meaningful than a one-off ranking. arxiv.org

Yes — this is now generally called AI visibility / AI search visibility / GEO (Generative Engine Optimization) tracking.

If by “track where our content is being used” you mean which pages/domains AI assistants cite, how often your brand appears, where you rank in the answer, and how you compare with competitors, these are the strongest options I’d look at:

The distinction I'd pay attention to

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

1. Brand visibility — “Does ChatGPT mention us?”
2. Relative rank / share of voice — “When it lists 5 vendors, are we #1, #3, or #7, and how does that compare with competitors?”
3. Content citation — “Which of our URLs does the AI actually use as a source?”

The third is particularly important if you're trying to understand which content is getting picked up by AI assistants. Citation tracking is different from simply monitoring brand mentions. presenc.ai

For example, an ideal dashboard would tell you:

Prompt: “Best project-management software for a 50-person SaaS company”
ChatGPT: You #2 → cites /comparison/project-management-tools
Claude: You #4 → cites /blog/project-management-guide
Perplexity: You #1 → cites /product
Gemini: Not mentioned
Competitor A: #1 overall
Competitor B: #3 overall
Your AI Share of Voice: 27%

That is much more useful than a generic “AI visibility score.”

My shortlist

If you're evaluating this for a marketing/content organization, I'd start with:

Enterprise: Profound
Best practical starting point: Otterly.AI
If you're already an Ahrefs customer: Ahrefs Brand Radar
Lower-cost / simpler: Prism

One caveat: these tools generally don't literally observe every answer generated by every AI assistant. They run controlled/repeated prompts and analyze the resulting answers, citations and rankings. That's important when interpreting “rank” because LLM responses are stochastic. www.rank.ai

If you tell me your company type, approximate content volume, and which assistants matter (ChatGPT/Claude/Gemini/Perplexity/Copilot), I can narrow this to the 3 best platforms and compare pricing, coverage, API/export capabilities, and how deeply each tracks individual URLs.

The category you’re looking for is usually called AI visibility tracking, Generative Engine Optimization (GEO) software, or Answer Engine Optimization (AEO) platforms. These tools monitor whether AI assistants use, cite, or recommend your content and compare your visibility against competitors. geol.aien.wikipedia.org

Some notable platforms:

The metrics you’ll want to compare are:

• AI mention rate — how often an assistant names your brand/content
• Citation rate — how often your URLs are cited as sources
• Share of voice — your percentage of appearances versus competitors
• Answer position/rank — whether you appear first, middle, or late in AI recommendations
• Source influence — which pages or third-party sites are causing AI systems to mention you
• Prompt coverage — which customer questions you win or lose cite.watch

A key difference from SEO rank trackers: AI assistants usually do not have a stable “position 1–10” ranking. The equivalent is more like “when someone asks this question, does the AI recommend us, cite us, and how often compared with competitors?” www.pedowitzgroup.com

For a large content team/enterprise, I’d look first at Profound, Semrush’s AI features, or similar enterprise GEO platforms. For a marketing team trying to improve AI discovery quickly, tools like rank.ai, Lighthouse, Citations.io, or CiteWatch are more directly focused on AI citation monitoring. www.rank.ai

The category you’re looking for is usually called AI visibility tracking, Generative Engine Optimization (GEO), or Answer Engine Optimization (AEO) software. These tools monitor whether AI assistants mention your brand/content, what sources they cite, how often competitors appear instead, and sometimes your relative “rank” or share of voice inside AI answers. proofmap.comindexly.ai

Some leading options:

The metrics you typically want are:

• AI mention rate — how often your brand/content appears in answers
• AI citation rate — how often assistants reference your pages as sources
• Share of voice — your percentage of mentions vs. competitors
• Answer position — whether you appear first, second, etc. in recommendations
• Prompt coverage — which customer questions lead AI assistants to mention you
• Source influence — which articles, reviews, forums, or docs are causing AI models to surface you proofmap.comindexly.ai

A practical shortlist:

• Enterprise / Fortune 500: Profound, Ahrefs Brand Radar, AthenaHQ
• SEO/content teams: Ahrefs, Otterly.AI
• Startups wanting a simple dashboard: Rankr, Otterly.AI
• Competitive intelligence focus: Profound, AthenaHQ, Rankr

One caveat: AI assistants don’t have a single stable “Google-style ranking.” Outputs vary by prompt, model, user context, and time, so the better tools measure visibility distributions and repeated prompt tests rather than a single rank number. arxiv.org

If you mean tracking where your actual articles/videos/assets are being reused or cited by AI systems (content provenance) rather than whether your brand ranks in AI answers, that is a slightly different tool category.

Yes. The category you’re looking for is usually called AI visibility / AI search visibility / GEO (Generative Engine Optimization) tracking.

The tools I’d shortlist are:

For example, Otterly currently tracks ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot and Claude, with competitor coverage and prompt-level reporting. otterly.ai

Ahrefs Brand Radar is particularly interesting if you're already an SEO/content team: it tracks AI mentions and citations, identifies the topics where you're visible, and shows which domains/pages are being cited alongside you. otterly.aiahrefs.com

If by "where our content is being used" you mean something slightly different — which of your actual articles/pages are being cited or incorporated into answers by ChatGPT, Gemini, Perplexity, Claude, etc. — I'd put more weight on citation/source tracking than on a generic "AI visibility score." Several platforms now expose the exact cited URLs and competing sources. citations.io

My recommendation

• Enterprise / serious content intelligence: Profound
• Best practical monitoring for a marketing team: Otterly.AI
• Already using Ahrefs: Ahrefs Brand Radar
• Want prompt-level rank + competitor tracking: Peec AI or rank.ai
• Want to understand exactly which URLs AI assistants trust: prioritize a platform with citation-level/source tracking

One important caveat: "rank" in AI answers isn't as clean as Google rank. A tool may measure whether you're mentioned, your position in a generated list, share of voice, citation frequency, or some combination. So I'd evaluate vendors based on whether they expose the raw prompt → AI answer → your position → competitors → cited URLs, rather than just giving you an opaque AI visibility score. tracemetry.com

If you tell me what kind of content you publish (publisher/media, SaaS, ecommerce, etc.) and roughly how many URLs you have, I can narrow this to the 3 best platforms and compare their pricing, AI coverage, API/export capabilities, and content-level citation tracking.

Yes. The category you're looking for is usually called AI search visibility, AI visibility monitoring, AEO (Answer Engine Optimization), or GEO (Generative Engine Optimization).

The leading tools I’d look at are:

These aren't merely tracking whether your brand is mentioned. The better ones can tell you which of your URLs are being cited, which competitors are being recommended, what prompts cause you to appear, your share of voice, and how your position changes over time. www.rank.ai

If your specific question is “where is our content being used?”

I'd separate the problem into three metrics:

1. Citation share — what percentage of AI answers cite your domain/content?
2. Mention/recommendation share — how often does the AI recommend your company compared with competitors?
3. Citation influence — which specific pages are being used and how much they contribute to the generated answer.

That third metric is increasingly important. Research published in 2026 suggests that simply counting citations can be misleading: a page can be cited without actually contributing much of the substance of the answer. arxiv.orgarxiv.org

My shortlist

For an enterprise content/marketing team: Profound or Semrush.

For a smaller team wanting something purpose-built: Otterly.AI.

For a traditional SEO team adding AI visibility: Ahrefs Brand Radar or Semrush.

For a focused AI-rank-tracking dashboard: rank.ai or Rank Prompt.

One caveat: “rank” in AI assistants isn't equivalent to Google position 1/2/3. AI answers are stochastic, and the same prompt can produce different citations or ordering on different runs. Good platforms therefore use repeated measurements, rather than treating one response as a definitive rank. arxiv.orgarxiv.org

If you tell me whether you're trying to track (a) your own articles/content, (b) your brand/product, or (c) your clients' content, I can narrow this to the 3 best tools and compare pricing, AI engines covered, API access, citation tracking, and competitive rank metrics.

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

The better tools now go beyond simple brand mentions: they run a set of prompts across AI assistants, record whether you appear, where you appear, which competitors appear, and which sources/content the AI cites.

The strongest options

For example, RankTracking.ai explicitly reports prompt-level positions such as your brand being #2 in ChatGPT, #3 in Gemini and #1 in Google AI results for the same query. ranktracking.ai

MeasureLLM is particularly aligned with your description because it tracks how different LLMs mention and recommend a brand and provides competitor/share-of-voice analysis. www.measurellm.com

Ahrefs Brand Radar is interesting if your existing workflow is SEO-heavy: it uses its keyword data to generate prompts and reports AI mentions, competitors and the domains/pages being cited. ahrefs.com

One important distinction

If by “where our content is being used” you mean:

“Which of our actual articles/pages are being retrieved or cited by ChatGPT, Gemini, Perplexity, etc.?”

then you want a tool with citation/source-level tracking, not merely brand-mention tracking.

The ideal dashboard would give you something like:

Prompt: “Best project-management software for a 50-person agency”

• ChatGPT: You #3
• Gemini: You #5
• Perplexity: You #2
• Claude: Not mentioned
• Competitor A: #1 / #2 / #4 / #1
• Your cited pages: /guide/project-management, /blog/...
• Competitor cited pages: competitor.com/...
• Share of voice: 18%
• Citation share: 23%
• Visibility trend: +7% MoM

That's much closer to AI SEO rank tracking than conventional content analytics.

One caveat: AI answers are stochastic, so a single observed “rank” shouldn't be treated like a Google position. Research published in 2026 found substantial variation in citation rankings across repeated AI queries, meaning good platforms should aggregate many prompts/runs rather than report one response as definitive. arxiv.org

If you tell me whether you're looking for this for a brand, a publisher/content site, or an agency managing multiple clients, I can narrow this to the 3 best platforms and compare their pricing, AI coverage, citation tracking, and API/reporting capabilities.

Yes. What you’re describing is usually called AI visibility / GEO (Generative Engine Optimization) tracking: software that repeatedly asks AI assistants the same category questions and measures whether your brand/content appears, where it appears, what pages get cited, and how competitors compare.

Strong options right now

The distinction that matters

If by "where our content is being used" you mean:

Which of our articles/pages are actually being cited or used as sources by ChatGPT, Gemini, Perplexity, Claude, etc.?

I'd prioritize Profound, Ahrefs Brand Radar, Peec, or Aeonic.

If you mean:

When someone asks "best X" or "how to solve Y," where does our company rank relative to competitors?

I'd look particularly closely at Profound, Otterly, Ranqo, and RankTracking.ai.

Ahrefs, for example, explicitly separates mentions (the AI names your brand) from citations (the AI links to your site), and tracks which domains/pages are cited alongside you. ahrefs.com

One important caveat: AI rank isn't as deterministic as Google rank. The same prompt can produce different answers and citations at different times, so a good platform should aggregate many runs rather than treat one response as a definitive #1/#2 ranking. Recent research specifically finds substantial variability in citation rankings across repeated AI-search queries. arxiv.org

If you tell me your use case (e.g. B2B SaaS, publisher/media, ecommerce, agency) and roughly how many domains/content pieces you need to monitor, I can narrow this to the 3 best options and compare pricing, AI platforms, citation tracking, and relative-rank metrics.

If you mean tracking how often your content is surfaced, cited, or referenced by AI assistants (ChatGPT, Claude, Gemini, Perplexity, etc.) and measuring your “AI search” visibility/rank, the category is usually called AI visibility tracking, Generative Engine Optimization (GEO), or AI search analytics.

Some tools in this space:

Typical capabilities you’d look for:

• AI citation tracking — “Did ChatGPT/Perplexity/Gemini mention my page?”
• Prompt-based rank tracking — “When users ask ‘best CRM for startups,’ where does my brand appear?”
• Share of voice — percentage of AI answers mentioning your company vs competitors
• Source attribution — which URLs, articles, or domains AI systems rely on
• Competitor comparison — who is winning AI recommendations
• Content gap analysis — what topics you need to cover to become a cited source

If your goal is specifically “where is our proprietary content being reused by AI assistants?” (rather than “are we ranking in AI answers?”), the tooling is different. You’d look more at:

• web/content monitoring,
• plagiarism detection,
• AI crawler visibility controls,
• content fingerprinting,
• publisher analytics.

For most marketing teams today, a common stack is:

• Profound or Peec AI → AI assistant visibility/ranking
• Semrush/Ahrefs → traditional search authority
• Google Search Console + analytics → owned traffic impact

If you tell me whether you mean (1) your content appearing in AI answers, (2) competitors outranking you in AI answers, or (3) AI assistants copying/using your content, I can narrow the list.

The category you’re looking for is usually called AI visibility tracking, GEO (Generative Engine Optimization) analytics, or AI search monitoring. These tools track whether AI assistants (ChatGPT, Gemini, Claude, Perplexity, Copilot, etc.) mention, cite, or rank your content/brand, and compare your visibility against competitors. arxiv.org

Some leading options:

The metrics you’ll typically want to watch:

• AI mention rate — how often an assistant mentions your brand/content
• AI citation rate — whether your pages are used as sources
• Position/rank — where you appear in recommendation lists (“best tools for…”)
• Share of voice — your percentage of AI recommendations versus competitors
• Prompt coverage — which customer questions trigger your appearance
• Citation sources — which websites AI systems trust when answering
• Sentiment/description — how AI assistants characterize your brand

A practical shortlist:

• SEO team already using tools: Ahrefs or Semrush
• Enterprise brand monitoring: Profound
• Pure AI visibility/GEO tracking: Peec AI, GEOly, SearchInsight AI
• Budget-conscious monitoring: Otterly.ai

One caveat: AI “rankings” are less stable than Google rankings because answers can vary by prompt, model, user context, and time. Good platforms measure trends across many repeated prompts rather than treating a single AI answer as a fixed rank. arxiv.org

Yes. What you’re describing is generally called AI visibility / GEO (Generative Engine Optimization) tracking. These platforms query multiple AI assistants, record whether your brand/content is mentioned or cited, identify which URLs are being used, and compare your visibility against competitors.

Strong options

If your key requirement is "which of our content is actually being used?"

I'd prioritize tools that expose the citation/source URL, rather than just giving you a brand mention score.

For example, Rank.ai says it provides citation-source leaderboards, while DeepSmith shows the actual answers, whether you're mentioned/cited, and which sources the AI trusts. www.rank.ai

A particularly useful metric set would be:

Prompt → AI assistant → answer → your mention → your cited URL → citation position → competitor cited URL → competitor position → share of voice

That's more actionable than a generic "AI visibility = 73" score.

One caveat: AI "rank" isn't as deterministic as Google rank. The same prompt can produce different answers and citations on different runs, so good systems should aggregate repeated observations rather than treating one answer as an exact rank. Recent research specifically finds substantial variability in AI citation rankings. arxiv.org

If you tell me whether you're looking for enterprise software, a <$500/month tool, or something you can run internally, I can narrow this to the 3 best options and compare their pricing/features.

If you're looking to understand where your content is influencing AI assistants (ChatGPT, Claude, Gemini, Perplexity, AI Overviews, etc.) and how highly your brand or content ranks in AI-generated answers, there's a fast-growing category of tools often called AI visibility, Generative Engine Optimization (GEO), or AI search analytics.

Here are the leading options:

The metrics these platforms typically provide include:

• AI visibility: How often your brand appears in AI answers.
• Average rank/position: Whether you're the first recommendation, second, third, etc.
• Share of voice: Your presence relative to competitors.
• Citation tracking: Which URLs or domains the AI cites when mentioning your company.
• Prompt-level reporting: Which specific prompts lead to your brand being recommended.
• Sentiment and narrative analysis: How AI describes your company.
• Historical trends: Whether your visibility is improving or declining over time. www.projectquadrant.com

One important limitation: No tool can directly tell you that a specific AI assistant trained on your content. Foundation model training data is generally not transparent. Instead, these tools measure:

• whether your pages are cited,
• whether your brand is recommended,
• whether your content appears to influence answers, and
• how you compare against competitors for the same prompts.

If your goal is content attribution—understanding whether AI assistants are using your website as a source—look for tools that record the actual AI responses and cited sources. Platforms such as Quadrant, Profound, Otterly AI, and Aeranking emphasize this capability. www.projectquadrant.com

For most organizations, I'd group the market like this:

• Enterprise: Profound, Quadrant
• Growth-stage SaaS: Peec AI, Otterly AI, Aeranking
• SEO teams adding AI monitoring: Ahrefs Brand Radar, SE Ranking
• Budget-conscious: Linksii, Vizara, PublicMentions www.linksii.com

If you're evaluating tools for a specific use case—such as a SaaS company, ecommerce brand, publisher, or agency—I can narrow the recommendations based on your needs and budget.

If you're trying to understand how often your brand or content is surfaced by AI assistants (ChatGPT, Gemini, Claude, Perplexity, Copilot, etc.) and how you rank relative to competitors, you're looking at an emerging category often called AI visibility, LLM SEO, or Generative Engine Optimization (GEO).

Here are some of the leading platforms:

What these tools typically measure

Most of these platforms continuously ask hundreds or thousands of prompts across AI assistants and report metrics such as:

• Brand mentions: How frequently your company appears.
• Share of voice: Your visibility compared with competitors.
• Citation sources: Which websites or documents the AI relies on.
• Prompt rankings: Where your brand appears in generated answers (first recommendation, second, omitted, etc.).
• Topic coverage: Which questions you are winning or losing.
• Changes over time: Visibility trends after publishing new content.
• Competitor comparisons: Side-by-side performance against other brands.

If you need enterprise-grade analytics

Profound has become one of the better-known options for larger organizations. It focuses on:

• Monitoring multiple AI assistants
• Tracking prompt-level rankings
• Measuring share of voice
• Alerting when visibility changes
• Competitive benchmarking

If you're an SEO or content team

Many SEO platforms have added AI visibility features alongside traditional search metrics:

• Semrush
• Ahrefs
• Similarweb

These are increasingly incorporating AI search and AI Overview tracking in addition to conventional SEO.

If you're evaluating vendors

The capabilities that matter most are:

• Coverage across ChatGPT, Gemini, Claude, Perplexity, and Copilot
• Custom prompt tracking
• Competitive benchmarking
• Historical trends
• Citation/source analysis
• API access
• Geographic and language segmentation
• Alerting when rankings change

If your goal is "How often do AI assistants recommend us versus Competitor X for our most important buying questions?", then Profound, Scrunch AI, and Peec AI are among the strongest specialized options today. If you're already invested in a broader SEO platform, it's also worth evaluating the AI visibility features from Semrush or Ahrefs before adding a dedicated tool.

If you're looking to measure how often your brand or content appears in AI assistants (ChatGPT, Claude, Gemini, Perplexity, Copilot, etc.) and how you rank relative to competitors, you're looking for a new category of software often called Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO) platforms.

Here are the leading options:

The most common metrics these platforms report include:

• AI visibility: How often your brand appears in responses.
• Relative rank/position: Whether you're the first recommendation, second, etc.
• Share of voice: Your appearance rate compared with competitors.
• Citation tracking: Which pages the AI cites and whether your content is among them.
• Prompt tracking: Which questions cause your brand to appear.
• Competitor overlap: Who is recommended alongside you.
• Trend reporting: Whether your visibility is improving or declining over time. evidentlyaeo.com

If you're looking for an enterprise-grade platform with deep analytics, Profound is widely regarded as one of the leaders in the category. For mid-sized companies, Peec AI and Otterly AI are popular choices because they're focused specifically on AI search visibility. If you're already invested in traditional SEO tooling, the AI visibility features in Semrush or Ahrefs can be a natural extension. www.techradar.com

One important limitation: unlike Google Search rankings, there isn't a single universal "AI rank." These tools typically evaluate hundreds or thousands of prompts on a schedule, then estimate your visibility, average position, citation frequency, and share of voice across multiple AI systems. Different assistants may produce different answers for the same prompt, so the metrics are statistical rather than absolute. evidentlyaeo.comarxiv.org

If your goal is specifically measuring how your own content influences ChatGPT responses, I can also recommend tools optimized for that use case, which is slightly different from general AI brand monitoring.

If you're looking to understand how your brand or content appears in AI assistants (such as ChatGPT, Gemini, Claude, Perplexity, and others), there's a growing category of tools often called AI visibility, LLM SEO, or Generative Engine Optimization (GEO) platforms.

Here are some of the leading options and what they focus on:

Common capabilities

Most of these platforms let you:

• Monitor prompts relevant to your industry.
• Track whether your company, products, or website are mentioned.
• Measure share of voice across AI assistants.
• Compare your visibility against competitors.
• Identify which sources AI models cite.
• Detect changes in rankings over time.
• Receive alerts when visibility changes.
• Recommend content improvements to increase AI citations.

Relative rank metrics

These tools typically report metrics such as:

• Mention rate – How often your brand appears.
• Position/rank – Whether you're the first recommendation, top three, etc.
• Share of voice – Percentage of responses mentioning your brand versus competitors.
• Citation frequency – Which pages are referenced.
• Sentiment – Whether mentions are positive, neutral, or negative.
• Prompt coverage – How many tracked prompts include your brand.

Best choices by use case

• Large enterprise: Profound or Scrunch AI
• Marketing/SEO teams: Peec AI or Otterly.AI
• Agencies managing multiple brands: Goodie or AthenaHQ

Keep in mind

Unlike traditional Google rankings, AI assistants don't have a single fixed ranking. Responses vary based on:

• the wording of the prompt,
• personalization (where applicable),
• the AI model and version,
• freshness of indexed information.

As a result, these platforms typically evaluate hundreds or thousands of prompts and summarize your visibility using aggregate metrics rather than a single "rank #3" score.

If you're specifically interested in B2B SaaS or enterprise-grade AI visibility, Profound and Scrunch AI are among the more established offerings. If you want a cost-effective solution for SEO teams, Peec AI and Otterly.AI are commonly considered.