ChatGPT answers, unedited

You’re looking for an AI visibility / LLM brand-monitoring tool.

• Ahrefs Brand Radar — tracks mentions across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews, including cited sources. Ahrefs
• Semrush AI Visibility Toolkit — monitors mentions, competitors, sentiment, prompts, and trends across major AI search surfaces. 01net.com
• VisiMatrix — broader assistant coverage: ChatGPT, Gemini, Claude, Perplexity, Grok, DeepSeek, and Mistral. VisiMatrix
• GetMentioned — simpler dedicated monitoring with daily mention counts and visibility trends. GetMentioned

If your goal is specifically “what do AI assistants say about my brand?”, I’d start by testing Ahrefs and VisiMatrix side-by-side.

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

The main tools I’d look at are:

• otterly.ai — tracks brand mentions, citations, sentiment and share of voice across ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews/AI Mode, and Copilot. It also lets you define the prompts you want monitored. Otterly Otterly
• ahrefs.com — useful if you're already in the Ahrefs ecosystem. It tracks AI visibility across ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces, with large prompt datasets plus custom prompts. Ahrefs
• Profound — more enterprise-oriented, with AI-search monitoring and competitive analysis across major AI platforms. It’s frequently included among the enterprise AI-visibility platforms. TechnologyAdvice JetFuel Agency
• Peec AI — focused on monitoring AI visibility, mentions, citations and competitors across AI search engines. MentionsAPI
• GetMentioned — specifically focused on finding brand mentions across ChatGPT, Gemini and Perplexity and tracking them over time. GetMentioned

What I'd track

Don't just measure whether your brand name appears. Ideally, monitor:

1. Mention rate — how often AI assistants mention you.
2. Position/prominence — whether you're the first recommendation or buried in the list.
3. Share of voice — your mentions versus competitors.
4. Citation sources — which websites AI systems use when talking about you.
5. Sentiment/context — what the AI actually says about your brand.
6. Accuracy — whether the information being reported is correct.
7. Prompt-by-prompt changes — e.g. "best CRM for startups," "alternatives to Salesforce," "CRM for agencies," etc.
8. Changes over time — whether your visibility is increasing or declining.

If you're just starting, I'd test OtterlyAI first. It has particularly broad coverage and is explicitly designed around monitoring the answers generated by multiple AI engines rather than traditional web/social mentions. Otterly

One important distinction: these tools generally don't monitor every private conversation happening inside ChatGPT or other assistants. They repeatedly run a defined/sample set of prompts against AI systems and measure the resulting answers. That's why building a good prompt set is extremely important. Tracemetry

If you tell me your brand + industry + approximate company size, I can also lay out a practical AI brand-monitoring stack (tool, prompts, metrics, cadence, and budget) for you.

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

A few tools worth looking at:

• ahrefs.com — probably the most established option if you already use Ahrefs. It monitors mentions across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews and AI Mode, and can track prompts, citations, competitors, and historical visibility. Ahrefs
• getmentioned.co — specifically focused on AI mentions. Tracks ChatGPT, Gemini and Perplexity, with daily mention counts, visibility scores, prompts, competitors and geographic targeting. GetMentioned
• promptwatch.com — designed around ongoing LLM visibility monitoring and tracks whether brands are mentioned, cited or recommended across AI engines. Promptwatch
• modelmention.io — simpler AI-search analytics focused on visibility, position, share of voice and citations across ChatGPT, Gemini and Perplexity. ModelMention
• searchprism.io — interesting if you want to see the actual AI responses, rather than just a visibility score. It stores responses and tracks mentions, competitors, citations and sentiment over time across ChatGPT, Claude, Gemini and Perplexity. Prism
• geoecho.ai — broader engine coverage, including ChatGPT, Perplexity, Gemini, DeepSeek, Kimi and Doubao, with geographic monitoring. GeoEcho

What I'd measure

Don't just track "does ChatGPT mention my brand?" I'd monitor:

1. Mention rate — % of relevant prompts where you're mentioned.
2. Recommendation rate — how often you're actually recommended.
3. Position — where you appear in the AI's list/answer.
4. Share of voice — your mentions versus competitors.
5. Sentiment/framing — what the AI says about you.
6. Citations — which websites/pages the AI relies on when discussing you.
7. Prompt-level results — the exact questions causing you to appear or disappear.
8. Trend over time — whether visibility is increasing or declining.
9. Engine-by-engine differences — ChatGPT vs. Gemini vs. Perplexity vs. Claude, etc.

The important distinction is that these tools generally don't have access to everyone's private chatbot conversations. They monitor AI-generated answers by repeatedly running representative prompts and measuring the resulting mentions/citations. For example, GetMentioned explicitly describes tracking thousands of prompts, while Ahrefs uses search-backed prompts. GetMentioned Ahrefs

If you're choosing one today: I'd start by running your brand through Ahrefs' free checker, then compare it with Search Prism if you care about seeing the underlying responses, or GetMentioned if ongoing mention monitoring is the primary goal.

If you tell me your brand + industry + approximate monthly budget, I can also compare the main AI-monitoring tools by price, number of prompts, ChatGPT/Gemini/Claude/Perplexity coverage, historical tracking, APIs, and competitor monitoring.

The category you’re looking for is usually called AI visibility monitoring, Generative Engine Optimization (GEO) tracking, or AI search analytics. These tools repeatedly query AI assistants and measure whether your brand is mentioned, how it is described, which competitors appear, and which sources the models cite. Ahrefs MentionedOn

Some options:

A good setup usually tracks:

• Mention rate — “When someone asks for products/services in my category, how often does my brand appear?”
• Share of voice — “How often do I appear compared with competitors?”
• Position — “Am I the first recommendation, a secondary option, or absent?”
• Sentiment/accuracy — “Is AI describing my brand correctly?”
• Citations — “Which websites and pages are causing AI systems to mention me?” Ahrefs Prism

If you’re a small brand, I’d start with a free scan like Ahrefs’ checker or a lightweight tracker. If you’re managing marketing/PR for a larger company, look at tools that let you define your own customer prompts and run them on a schedule. Ahrefs Mention

A practical test: create 20–50 prompts your customers would actually ask, such as:

• “Best [category] companies for small businesses”
• “Alternatives to [competitor]”
• “Is [your brand] worth it?”
• “Top providers in [industry/location]”

Then measure whether AI assistants recommend you over time.

Yes — what you’re looking for is generally called AI visibility monitoring, AI brand monitoring, or GEO/AEO tracking.

These tools repeatedly run relevant prompts through AI assistants and measure whether your brand is mentioned, recommended, cited, and how you compare with competitors. Mentions Flow TechnologyAdvice

My shortlist

• otterly.ai — probably the best place to start. It monitors brand mentions, citations, sentiment and share of voice across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude. It also lets you track competitors and run recurring prompt sets. Otterly Otterly
• peec.ai — strong if you particularly care about share of voice, mention frequency, position and sentiment across AI engines. It also shows which prompts and sources drive your visibility. Peec AI Peec AI
• tryprofound.com — worth considering for a larger enterprise/SEO operation; it's frequently grouped with the more sophisticated dedicated AI-visibility platforms. TrustData TechnologyAdvice
• ahrefs.com — useful if you already use Ahrefs and want AI visibility alongside conventional SEO rather than adding a completely separate stack. AI Visibility Software

What I'd track

For a brand, I'd create a prompt set like:

• “What are the best [category] companies?”
• “What are the best alternatives to [competitor]?”
• “Which [category] brands should I consider?”
• “[Brand] vs [competitor]”
• “Is [Brand] worth it?”
• “What are the most trusted [category] brands?”
• “[Category] recommendations for [specific customer segment]”

Then track, over time:

Brand mention rate → position/rank → share of voice → sentiment → citations → competitors mentioned → which websites/content caused the AI to recommend you.

That's more useful than simply counting mentions, because you can see why an AI is recommending a competitor instead of you.

If you tell me your brand and industry, I can also recommend the 2–3 tools I'd use specifically for your situation, including pricing and which AI assistants they cover.

Use an AI visibility monitoring tool (also called GEO/AEO monitoring or LLM visibility tracking) rather than traditional brand monitoring. These tools repeatedly test prompts in AI assistants and report whether your brand appears, how it is described, competitors mentioned, and which sources are cited. MentionedOn Sophyx

Good options:

• tryprofound.com — enterprise-focused AI visibility tracking and competitive analysis. MentionedOn
• peec.ai — lightweight monitoring of brand mentions and visibility in LLM answers. MentionedOn
• otterly.ai — tracks AI search visibility and mentions, useful for SEO teams. MentionedOn
• mentionhq.com — monitors mentions across ChatGPT, Claude, Gemini, Perplexity and other AI platforms. Mention
• ahrefs.com / semrush.com — better if you already use SEO suites and want AI visibility added to your workflow. Reddit TechRadar

For most brands, track these metrics:

• Mention rate (“does AI name us?”)
• Share of voice vs competitors
• Ranking/position in AI recommendations
• Sentiment and accuracy
• Citation sources (which pages AI trusts)

If you’re a startup or SMB, start with Peec AI, Otterly.AI, or MentionHQ; enterprise teams usually evaluate Profound or broader platforms. MentionedOn prismnews.com

If you want to monitor how your brand appears inside AI assistants (ChatGPT, Claude, Gemini, Perplexity, etc.), you’re looking for an AI visibility / LLM brand monitoring tool rather than a traditional social listening tool. These tools typically run a set of customer-style prompts, record AI answers, and track whether your brand is mentioned, recommended, cited, or outranked by competitors. OmniGro Shadow

Some options:

MentionedOn ShadowWhen evaluating tools, look for these metrics:

• Mention rate: How often AI assistants name your brand for relevant prompts.
• Share of voice: Your visibility compared with competitors.
• Recommendation rate: Whether AI suggests your brand as an option.
• Citation rate: Whether AI systems reference your website or trusted sources.
• Sentiment and accuracy: Whether the AI description is positive and factually correct.
• Prompt coverage: Whether you can track the actual questions your customers ask. Tracemetry friction AI

A practical setup is:

1. Build a list of 50–200 prompts your buyers might ask (e.g., “best software for X,” “alternatives to Y,” “compare A vs B”).
2. Run them weekly across the major assistants.
3. Track mentions, rankings/recommendations, citations, and competitor movement.

For a small or mid-sized brand, I’d usually start with Ahrefs’ AI visibility checker for a baseline and then move to a dedicated tracker like MentionHQ, Peec AI, Otterly.AI, or Profound if you need ongoing reporting. Mention Ahrefs

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

My shortlist

• ahrefs.com — probably the best place to start if you already use SEO tooling. It tracks mentions across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews and AI Mode, including competitors, prompts, cited domains/pages, and trends. There’s also a free checker. Ahrefs
• gumshoe.ai — particularly interesting if you want to know how AI actually describes/recommends your brand, rather than simply counting mentions. It tracks multiple AI models, personas, competitors, sentiment and visibility over time. Gumshoe AI
• tryprofound.com — a more enterprise-oriented option for systematic AI-search monitoring and GEO.
• peec.ai — worth considering for marketing teams that want prompt-level visibility and competitive analysis.
• otterly.ai — a more lightweight option for tracking brand presence in AI answers.
• visimatrix.com — tracks ChatGPT, Gemini, Claude, Perplexity, DeepSeek, Mistral and Grok, with mention rate, rank, sentiment and citations. VisiMatrix
• chatobserver.com — focused on recurring monitoring of the actual questions your buyers ask across ChatGPT, Gemini, Claude, Perplexity and AI Overviews. Chatobserver

What I'd choose

If your goal is specifically:

"Tell me what ChatGPT, Claude, Gemini, Perplexity, etc. say about my brand, how often they mention me, what competitors they recommend instead, and what sources they're using."

I'd start with Ahrefs Brand Radar for the broadest established SEO/AI-search ecosystem, or Gumshoe if understanding the actual AI narrative around your brand is more important. Ahrefs Gumshoe AI

One important distinction: traditional brand-monitoring tools like Brandwatch/Brand24 aren't quite the same thing. You want a product that actually runs/collects AI-answer queries and analyzes the responses—not merely one that monitors the web for the words in your brand name. MentionedOn

If you tell me your brand + whether you're B2B, B2C, ecommerce, SaaS, etc., I can narrow this down to the 3 best tools and compare their pricing, AI models covered, accuracy, API/reporting, and whether they can track competitors.

Yes — what you’re looking for is generally called AI visibility monitoring, AI search monitoring, or GEO/AEO tracking.

The tools I’d shortlist are:

• otterly.ai — probably the easiest starting point. It monitors brand mentions/citations across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews/AI Mode, and Claude, with competitor comparisons and prompt-level reporting. Otterly
• ahrefs.com — particularly good if you're already using Ahrefs. It checks ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews, and shows mentions, topics and cited sources. It also has a free checker. Ahrefs
• Profound — stronger fit for larger/enterprise marketing teams that want deeper AI-search analytics and broader engine coverage. MentionsAPI Baarely
• Peec AI — good middle ground for tracking prompts, visibility, competitors and citations without going all the way to an enterprise platform. MentionsAPI Arbling
• MentionHQ — interesting if you specifically want to monitor multiple models, including ChatGPT, Claude, Gemini, Perplexity, DeepSeek and Grok, plus the sources they cite. Mention

What I would choose

If your goal is simply:

“Show me when and how ChatGPT, Gemini, Perplexity, Claude, etc. recommend or mention my brand, and tell me how I compare with competitors.”

I'd start with OtterlyAI or Ahrefs.

The important distinction is that these tools generally don't monitor every private conversation people have with ChatGPT. Instead, they repeatedly run a defined set of realistic customer prompts against AI/search systems and measure whether your brand appears, where it appears, what sources are cited, and how competitors perform. Otterly Arbling

For example, you could track prompts like:

• “What are the best accounting platforms for startups?”
• “What alternatives are there to [competitor]?”
• “Which [product category] is best for a 50-person company?”
• “Is [your brand] worth it?”
• “Compare [your brand] vs [competitor].”

Then watch AI share of voice, mention rate, ranking/position, sentiment, citations and competitors over time.

If you tell me your brand + industry + whether you're looking for a cheap/self-serve tool or enterprise monitoring, I can narrow this down to the best 2–3 options and current pricing/features.

The category you’re looking for is usually called AI visibility monitoring, AI search monitoring, AEO (Answer Engine Optimization) tracking, or GEO (Generative Engine Optimization) monitoring. These tools check whether AI assistants mention, recommend, cite, or rank your brand when users ask questions. Ahrefs GetMentionedByAI

Some tools to consider:

A practical setup many brands use:

1. Pick your important customer prompts

• “Best [product category]”
• “[Competitor] alternatives”
• “Who offers [service] in [market]?”
• “Is [brand] trustworthy?”
• Track metrics

• Mention rate: does the AI name you?
• Position: are you the first recommendation or buried?
• Sentiment: positive/neutral/negative description
• Citations: which websites influence the answer?
• Share of voice: are competitors appearing more often?
• Monitor multiple assistants

• ChatGPT
• Claude
• Gemini
• Perplexity
• Microsoft Copilot
• Google AI Overviews/AI Mode (where available) Mention Ahrefs

If you’re a small brand, I’d start with a lightweight AI visibility checker (Ahrefs, MentionHQ, CitePrism, or similar). If you’re a marketing/SEO team, look for a platform that stores answers over time and tracks competitors rather than just giving a one-time score. Ahrefs CitePrism

Yes. What you’re looking for is usually called AI visibility monitoring, AI brand monitoring, or GEO/AEO tracking.

My top picks

• otterly.ai — probably the best fit if you want a dedicated monitoring dashboard. It tracks brand mentions, sentiment, share of voice, and citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot, and Claude. Otterly Otterly
• peec.ai — particularly good for measuring brand visibility, position, sentiment, competitors, and the sources influencing AI answers. It covers ChatGPT, Gemini, Perplexity and Google's AI experiences. Peec AI Peec AI
• tryprofound.com — a stronger enterprise-oriented option. It monitors ChatGPT, Perplexity, Gemini, Claude, Copilot, Grok and Google AI experiences, with share-of-voice, sentiment, citations and consumer-question analysis. Profound Profound Knowledge Base
• ahrefs.com — useful if you want to quickly check your brand for free before paying for a monitoring platform. Ahrefs

What I'd choose

If you're a brand/marketing team trying to answer "How often do AI assistants recommend or mention us?", I'd start with OtterlyAI or Peec AI.

The important distinction is that these aren't traditional social-listening tools. They actually run relevant prompts such as:

"What's the best [category] software?"
"What brands should I consider for [use case]?"
"What are alternatives to [competitor]?"

…and then measure whether your brand appears, where it appears, how competitors compare, what sources AI cites, and whether the description is positive or negative. Otterly Otterly AI

If you tell me your brand + industry + whether you're B2B or B2C, I can recommend the best 2–3 tools for your specific use case and compare their pricing/features.

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

My top picks

• otterly.ai — probably the easiest place to start. It monitors brand mentions, rankings, sentiment, share of voice, and citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot, and Claude. It runs tracked prompts daily and lets you compare against competitors. Otterly Otterly
• Profound — better suited to larger/enterprise brands that want deeper AI-search analytics and reporting.
• Peec AI — a good middle-ground option for agencies and marketing teams monitoring multiple brands.
• ahrefs.com / Brand Radar — worth considering if you're already using Ahrefs and want AI visibility integrated with traditional SEO.
• semrush.com — similarly useful if your team already lives in the Semrush ecosystem.

The category is evolving quickly, but current comparisons consistently put Profound, Peec, and OtterlyAI among the leading dedicated tools. MentionsAPI JetFuel Agency Refine AI

What I'd actually monitor

Don't just track "Does ChatGPT mention my brand?" Set up prompts representing real customer questions, such as:

"What are the best [category] companies?"
"What's the best alternative to [competitor]?"
"Which [category] should a small business use?"
"Compare [your brand] vs [competitor]."
"What are the most trusted [category] brands?"

Then measure:

• Mention rate — how often your brand appears
• Position/rank — whether you're #1, #2, etc.
• Share of voice — your visibility vs. competitors
• Sentiment — how the AI describes you
• Citations — which websites/pages the AI uses to support its answer
• Competitor displacement — questions where competitors appear but you don't
• Change over time — whether your visibility is increasing or declining

For example, Otterly specifically reports brand mentions, sentiment, share of voice, ranking, and cited URLs across its monitored AI engines. Otterly

If you tell me your brand, industry, and roughly how much you're willing to spend per month, I can recommend the best 2–3 tools and compare their pricing, AI platforms covered, and reporting capabilities.

Yes. What you’re looking for is usually called AI visibility monitoring, GEO (Generative Engine Optimization) monitoring, or LLM brand monitoring.

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

• Whether your brand is mentioned
• Whether you're recommended vs. competitors
• Your share of voice
• Where you appear in AI-generated rankings
• What sources/citations the AI uses
• Sentiment and how the brand is described
• Changes over time across different AI engines

My shortlist

If I were starting today: I'd test Ahrefs Brand Radar first if you already use Ahrefs, otherwise compare Peec AI vs. Otterly vs. Profound depending on budget and scale.

One important distinction: social/listening tools aren't quite the same thing. Brandwatch, Brand24, etc. can tell you what people are saying about your brand on the web, whereas these newer AI-visibility platforms specifically answer the question: "When someone asks ChatGPT/Perplexity/Gemini for a recommendation in my category, does my brand appear—and why?" MentionedOn AuthorityTech

If you tell me your brand, industry, approximate monthly budget, and whether you're mainly interested in ChatGPT/Claude/Gemini/Perplexity, I can narrow this down to the 2–3 tools I'd actually pay for and compare their current pricing/features.

Yes — what you’re looking for is usually called AI visibility monitoring, AI brand monitoring, or GEO/AEO tracking. These tools repeatedly test the kinds of questions your customers ask and measure whether ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc. mention or cite your brand. Nadia Mohamed Honeyb

Tools worth looking at

• ahrefs.com — probably the easiest place to start. It tracks mentions/citations across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews and AI Mode, with competitor benchmarking and custom prompts. Ahrefs also has a free AI Visibility Checker. Ahrefs
• tryprofound.com — more enterprise-oriented; useful if you want deep monitoring, competitive analysis and lots of AI-search data.
• otterly.ai — a good option for smaller marketing teams/agencies; monitors mentions, citations and visibility across several AI search surfaces. KITLabs
• peec.ai — focused specifically on AI-search visibility, prompt tracking and competitive analysis.
• getmentioned.co — particularly straightforward if you mainly want to see where and how often ChatGPT, Gemini and Perplexity mention you, with daily tracking and geographic targeting. GetMentioned
• visimatrix.com — tracks ChatGPT, Gemini, Claude, Perplexity and several other assistants, including mention rate, rank, sentiment and citations. VisiMatrix

What I'd choose

If you're just trying to answer "How often does AI recommend my brand, and who does it recommend instead?", I'd start with Ahrefs Brand Radar or Otterly.AI.

If you're running a large brand/enterprise, I'd investigate Profound.

One important distinction: traditional tools like Brandwatch/Brand24 monitor the web/social/news conversation about your brand. AI visibility tools monitor what the AI assistants themselves say when users ask relevant questions. The latter is what you want if your goal is to understand whether AI is putting your brand on the shortlist. mentioned-on.com

If you tell me your brand + industry + approximate company size, I can narrow this down to the 3 best tools and compare their pricing, AI platforms covered, and what each actually measures.

The category you’re looking for is usually called AI visibility monitoring, LLM brand monitoring, or AI search tracking. These tools simulate the questions your customers ask in AI assistants and track whether your brand appears, how it is described, which competitors are mentioned, and which sources are cited. MentionedOn UltraScout AI

Some tools to look at:

• Profound — Enterprise-focused platform for tracking brand presence in AI-generated answers, often used by larger marketing and SEO teams. Jetfuel Agency
• Peec AI — A lighter-weight option for monitoring mentions, rankings, and competitor visibility across AI answers. MentionedOn
• Otterly.AI — Focuses on tracking AI search results and brand visibility, especially for SEO teams. Analytics Agent Jetfuel Agency
• Ahrefs — Its AI visibility features extend traditional SEO monitoring into AI-generated search experiences. UltraScout AI Jetfuel Agency
• Brandwatch / Brand24 — Traditional brand monitoring tools; useful for web and social mentions, though AI-answer tracking is not their original focus. MentionedOn

AI-native trackers you may also want to evaluate:

• MentionHQ — Tracks brand mentions across assistants such as ChatGPT, Claude, Gemini, and Perplexity, with visibility scoring and competitor comparisons. Mention
• GetMentioned — Tracks prompts and brand appearances across AI assistants with visibility trends. GetMentioned
• VisiMatrix — Tracks mentions, recommendations, citations, and sentiment across multiple AI assistants. VisiMatrix

When evaluating one, look for these capabilities:

• Prompt tracking: Can you define the exact questions your buyers ask?
• Multi-model coverage: ChatGPT, Claude, Gemini, Perplexity, Copilot, etc.
• Share of voice: Are you appearing more or less than competitors?
• Citation tracking: Which websites and content sources are influencing AI answers?
• Sentiment/accuracy monitoring: Is AI describing your brand correctly?
• Historical trends: Can you see if visibility is improving or declining?

For a small or mid-sized brand, I’d usually start with a dedicated AI visibility tracker rather than a broad social listening tool, because the important signal is not just “was my brand mentioned online?” but “when someone asks an AI assistant for a recommendation, does my brand appear?” MentionedOn UltraScout AI

If you tell me your brand size (startup, SMB, enterprise), industry, and which assistants matter most (ChatGPT, Gemini, Perplexity, Claude), I can narrow this to the best-fit tools.

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

The tools I’d shortlist are:

• tryprofound.com — one of the more established options for enterprise-level AI visibility. Tracks how brands appear across AI search/answer engines and is particularly suited to larger marketing/SEO teams. Recent comparisons consistently put it near the top. Kitbase OTW Motion
• peec.ai — focused specifically on measuring AI visibility, prompts, competitors, and citations.
• otterly.ai — a good choice if you want a relatively straightforward monitoring dashboard rather than an enterprise platform.
• semrush.com — worth considering if you're already using Semrush; its AI visibility capabilities can complement conventional SEO tracking. Kitbase
• mentionscout.com — interesting if you want not just AI-answer monitoring but also the web/community sources behind those answers. It says it tracks ChatGPT, Claude, Gemini, Perplexity, Google AI, and other engines, plus sources such as Reddit and Hacker News. MentionScout

What I'd measure

Don't just look at "mentions." A useful system should tell you:

1. Mention rate — how often your brand appears.
2. Share of voice — how often you appear versus competitors.
3. Position/prominence — are you #1 recommendation or buried at #8?
4. Sentiment/context — what does the AI actually say about you?
5. Citation sources — which websites are influencing the answer.
6. Prompt-level results — e.g. "best accounting software for startups" rather than just your brand name.
7. Change over time — whether your visibility is improving or declining.
8. AI-engine breakdown — ChatGPT vs. Gemini vs. Claude vs. Perplexity, since results can differ substantially. LLM Search Console GEO Monitor

One important distinction: this isn't quite the same as traditional brand monitoring. Tools like Brandwatch or Google Alerts tell you where people/websites mention your brand. AI visibility tools actually test questions against AI assistants and analyze the generated answers. authoritytech.io

If you tell me your brand, industry, and roughly how much you're willing to spend per month (e.g. <$100, $100–500, $500+), I can compare the best 3–5 options for your specific use case.

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

My top picks

• otterly.ai — Probably the easiest place to start. It tracks how your brand is mentioned, ranked, and cited across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot, and Claude, with daily monitoring and competitor comparisons. Otterly Otterly Otterly
• tryprofound.com — More enterprise-oriented and particularly useful if you want deeper analysis of how AI engines discover and represent your brand.
• peec.ai — A good middle-ground option for marketing/SEO teams wanting AI visibility, prompts, competitors, and share-of-voice tracking.
• ahrefs.com — Worth considering if you're already using Ahrefs; its AI visibility capabilities can complement your existing SEO data.

What these tools actually monitor

Instead of simply looking for the literal phrase "YourBrand" on the web, they repeatedly ask AI systems questions such as:

"What's the best project management software for remote teams?"

Then they measure:

• Whether your brand gets mentioned
• How prominently it is mentioned
• Whether the AI recommends you
• How you compare with competitors
• Which websites/pages the AI cites
• Sentiment/context around the mention
• Share of AI voice
• Changes over time

For example, Otterly runs your prompt library across multiple AI engines and analyzes which brands appear, their position, sentiment, and the URLs cited as evidence. Otterly Otterly

What I'd choose

If you're a brand/marketing team and want something you can start using immediately, I'd try OtterlyAI first. Its current offering is specifically built around this use case, and it has a free trial with paid plans starting at $29/month according to its site. Otterly

If you're asking because you're evaluating this as a product/category to build, that's a slightly different question: there is a growing market here, but the interesting opportunity is moving beyond "did ChatGPT mention me?" toward why AI mentioned me, what sources caused it, and what actions will increase future mentions.

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

A few good options:

• OtterlyAI — probably the best fit if you want an ongoing dashboard. It monitors brand mentions, rankings, sentiment, competitors, and citations across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews/AI Mode, and Copilot. It also lets you define the prompts you want monitored and runs them regularly. otterly.aiotterly.ai
• Ahrefs Brand Radar / AI Visibility Checker — strong choice if you already use Ahrefs. It tracks mentions across ChatGPT, Gemini, Perplexity, Copilot and Google AI, including which sites/pages are being cited. There's a free checker for an initial snapshot. ahrefs.com
• Frase AI Visibility Tracking — useful if your primary goal is SEO/content marketing. It monitors prompts and shows your share of voice versus competitors across major AI engines. www.frase.io
• Tutka AI — interesting if you want both AI-answer monitoring and traditional web/community mentions such as Reddit, Quora, news and blogs in one place. tutka.ai

What I'd pick

If your goal is specifically:

“Tell me whenever/how often ChatGPT, Gemini, Claude, Perplexity, etc. mention or recommend my brand, what they say about me, and how I compare with competitors.”

I'd start with OtterlyAI. It is purpose-built for exactly this use case and currently covers seven major AI search engines. otterly.aiotterly.ai

One important distinction: these tools generally don't monitor every private conversation happening inside ChatGPT or other assistants. They periodically run a defined set of representative prompts and analyze the resulting AI answers. So think of it as “How does AI answer questions about my brand?”, rather than surveillance of every user conversation.

If you tell me your brand + industry + whether you're B2B or B2C, I can also recommend the best 2–3 tools for your specific situation and compare pricing/features.

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

The tools I'd look at are:

• otterly.ai — best all-around starting point. It tracks brand mentions, share of voice, sentiment, rankings and citations across ChatGPT, Gemini, Perplexity, Claude, Microsoft Copilot, Google AI Overviews and Google AI Mode. You define the prompts your customers might ask, and it repeatedly checks how the AI answers change. Otterly Otterly
• peec.ai — strong for brand perception. Particularly useful if you care not just about whether you're mentioned, but how AI describes you, including sentiment, attributes, position and competitor share of voice. Peec AI Peec AI
• ahrefs.com — good for a quick/free check. It lets you see how your brand appears across ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews without signing up. Ahrefs
• Profound — worth considering if you're an enterprise marketing/SEO team. It's positioned more toward deep AI-search intelligence and is increasingly being used for measuring and influencing brand presence in LLM answers. The Wall Street Journal

What I'd measure

For a serious brand-monitoring setup, don't just track "Brand X mentioned: yes/no." Track:

1. Mention rate — % of relevant AI answers mentioning you.
2. Position — where you appear in the recommendations.
3. Share of voice — your mentions vs. competitors.
4. Sentiment/perception — what AI says about your brand.
5. Citations — which websites AI relies on when talking about you.
6. Prompt-level visibility — e.g. "best accounting software for startups" rather than just your brand name.
7. Changes over time — whether your visibility is increasing or declining.
8. Engine differences — ChatGPT may recommend you while Gemini or Perplexity doesn't.

My pick: start with OtterlyAI if your goal is ongoing monitoring across the largest number of AI assistants. Its current coverage is particularly broad. Otterly

One important distinction: these tools generally don't monitor every private conversation happening inside ChatGPT/Claude/etc. They run controlled, repeated prompts and measure the resulting public-facing AI answers. That's the practical way to measure brand visibility at scale.

If you tell me your brand + industry + whether you're B2B or B2C, I can also recommend the best 3 tools for your specific use case and compare their pricing/features.

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

The strongest options I’d look at are:

• otterly.ai — probably the best starting point for most brands. It monitors mentions/citations across ChatGPT, Gemini, Perplexity, Claude, Copilot, Google AI Overviews and AI Mode, and lets you track prompts, competitors, sentiment, and changes over time. Otterly
• ahrefs.com — particularly good if you already use Ahrefs. Its checker measures brand mentions across ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews, including the topics and sources associated with your mentions. Ahrefs
• Profound — worth considering for a larger/enterprise brand where you want deeper AI-search intelligence and more sophisticated monitoring. It is frequently positioned as an enterprise-focused option. TrustData Geodocs
• Peec AI — another dedicated AI-visibility platform, particularly useful for tracking prompts, competitors, citations and share of voice. Kitbase
• getmentioned.co — a simpler option focused specifically on monitoring brand mentions across ChatGPT, Gemini and Perplexity, with geographic tracking as well. GetMentioned

What I'd measure

Don't just track "does ChatGPT mention my brand?" You want a dashboard that measures:

• Mention rate — % of relevant prompts where you're mentioned
• Share of voice — your visibility vs. competitors
• Position/ranking — whether you're #1 recommendation or buried at the bottom
• Sentiment — positive, neutral, negative
• Accuracy — whether the AI is describing your company correctly
• Citations — which websites AI assistants use when discussing you
• Competitor displacement — who gets recommended instead of you
• Prompt-level results — exactly what questions cause you to appear/disappear
• Trend over time — whether your AI visibility is improving

This is different from traditional Brand24/Brandwatch-style brand monitoring: those primarily tell you what people are saying about you on the web, whereas AI-visibility tools tell you what the AI assistants themselves are saying about you. Toolradar Slate

If you tell me your brand/company, industry, and approximate budget (e.g. <$100/mo, $100–500/mo, or enterprise), I can compare the best 3–5 tools specifically for your situation, including which AI models they monitor and pricing.

Yes — this category is usually called AI visibility monitoring, GEO (Generative Engine Optimization) monitoring, or AI brand monitoring.

A few strong options right now:

• ahrefs.com — probably my first choice if you already use Ahrefs. It monitors mentions/citations across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews and AI Mode, with competitor benchmarking and custom prompts. It also has a free checker. Ahrefs
• otterly.ai — particularly good for marketers/agencies wanting ongoing prompt monitoring, mentions, citations, competitors and share of AI voice. KITLabs
• nightwatch.io — useful if you want AI monitoring alongside conventional Google rank tracking; it tracks mentions, sentiment, competitors and changes across major LLMs. Nightwatch
• visimatrix.com — a more focused AI-visibility product covering ChatGPT, Gemini, Claude, Perplexity, DeepSeek, Mistral and Grok, with mention rate, ranking and sentiment. VisiMatrix
• tutka.ai — interesting if you want both AI-assistant monitoring and broader web/community mentions from places like Reddit, Quora, news and blogs. Tutka

What I'd look for

The important distinction is that you don't just want a tool that searches the web for the phrase "Your Brand". You want something that actually runs buyer-intent questions through AI assistants and records:

• Whether your brand was mentioned
• Whether it was recommended
• Your position/prominence relative to competitors
• Sentiment/context
• Which sources the AI cited
• Which prompts cause you to appear—or disappear
• Changes over time
• Visibility/share of voice versus competitors

That's much closer to measuring "What does ChatGPT/Claude/Gemini actually say about us?" than traditional brand-monitoring software. TechnologyAdvice

If you tell me your brand, industry, and roughly how much you're willing to spend per month, I can narrow this down to the 2–3 tools I'd actually consider and compare their pricing, AI coverage, prompt limits, and reporting.

Yes — what you’re looking for is generally called AI brand monitoring, AI visibility tracking, or GEO/AEO monitoring.

My top picks

• otterly.ai — probably the easiest starting point. It tracks brand mentions, sentiment, share of voice, and citations across ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews/AI Mode, and Copilot. You define the prompts your customers might ask, and it runs them repeatedly to see whether your brand appears and how it compares with competitors. Otterly Otterly
• tryprofound.com — a stronger choice if you're an enterprise/large marketing team. Its Answer Engine Insights tracks visibility, citations, sentiment, positioning, and share of voice across AI answer engines. Profound Knowledge Base Profound
• Peec AI — another dedicated AI-search visibility platform worth evaluating, particularly if you're focused on measuring how your brand ranks against competitors inside AI answers. Haystack

What I'd measure

Don't just track "Does ChatGPT mention my brand?"

Set up a library of real customer questions, such as:

• "What are the best [product category] brands?"
• "What's the best [product] for [use case]?"
• "Which companies offer [service]?"
• "What are alternatives to [competitor]?"
• "Is [your brand] worth it?"
• "Compare [your brand] vs [competitor]."
• "What should I buy if I need [problem your product solves]?"

Then monitor:

Brand mention → position/ranking → sentiment → recommendation → citation → competitor mentions → share of voice → changes over time.

That's considerably more useful than traditional web/social listening because you're measuring what an AI assistant actually tells a potential customer about you.

If you tell me your brand + industry, I can also suggest the best tool for your specific situation and the 10–20 prompts I'd monitor first.

Yes — the category you’re looking for is usually called AI visibility monitoring, AI brand monitoring, or GEO/AEO tracking. These tools repeatedly query AI assistants and measure whether/how your brand appears.

My shortlist

• ahrefs.com — Probably the best choice if you already use Ahrefs. It tracks mentions across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews and AI Mode, including competitor comparisons and cited sources. Ahrefs also has a free AI Visibility Checker for a quick baseline. Ahrefs
• otterly.ai — More purpose-built for AI-search monitoring. Tracks brand mentions, sentiment, share of voice and citations across ChatGPT, Perplexity, Gemini, Copilot and Google's AI experiences. Otterly
• peec.ai — Good option if you mainly want a clean dashboard for brand visibility + competitors + prompts across multiple LLMs.
• tryprofound.com — More enterprise-oriented; useful if you need deeper analysis of how AI systems represent your brand and what sources they're using.
• airops.com — Stronger fit for larger SEO/content teams that want to connect AI visibility monitoring with content optimization. AirOps

What I'd track

Don't just track "Brand X" mentions. Set up a portfolio of prompts such as:

• "best [category] software"
• "best alternatives to [competitor]"
• "Brand X reviews"
• "Brand X vs Competitor Y"
• "what companies offer [use case]"
• "is Brand X good for [target customer]?"
• Questions where you want to be recommended but currently aren't

Then monitor:

Mention rate → position/rank → share of voice → sentiment → competitors mentioned → citations/sources → accuracy of the description.

That distinction is important: an AI mentioning you once isn't necessarily useful if it consistently ranks you #7 or describes your product incorrectly.

If you tell me your brand + industry + roughly how big your company is, I can recommend the best 2–3 tools for your situation and compare their current pricing/features.

Yes — what you’re looking for is usually called AI visibility monitoring, AI search monitoring, or GEO/AEO tracking. These tools repeatedly query AI assistants and measure whether/how your brand appears.

My top picks

1. OtterlyAI — best all-around monitoring
   • Tracks ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot, and Claude.
   • Measures brand mentions, sentiment, share of voice, ranking/position, competitors, and the URLs AI cites.
   • Runs your chosen prompts automatically and monitors them over time.
   • Has an API if you want to feed the data into your own dashboards. otterly.ai
   • Pricing currently starts at $29/month, with a free trial. otterly.aiotterly.aiwww.tryprofound.com

2. Profound — best for larger marketing/enterprise teams
   • Tracks how AI talks about your brand, including visibility, citations, sentiment, share of voice and positioning.
   • Particularly interesting if you want to understand why AI mentions you and which sources are influencing those answers. www.tryprofound.com
   • Its Profound Index also lets you benchmark brands against competitors using large-scale real-user AI conversations. www.tryprofound.com

3. Ahrefs AI Visibility Checker — easiest way to test the concept
   • Free checker for seeing how your brand appears in ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews.
   • Good for a quick baseline before paying for continuous monitoring. ahrefs.com

What I'd choose

If your goal is specifically:

“Tell me whenever/how often ChatGPT, Gemini, Perplexity, etc. mention my brand, what they say about it, and how that compares with competitors.”

I'd start with OtterlyAI. Its monitoring is particularly close to that exact use case: you create a library of questions your customers might ask, and it tracks brand coverage, mentions, sentiment, citations and competitors across AI engines daily. help.otterly.ai

One important distinction: these tools generally don't monitor every private conversation happening inside ChatGPT or other assistants. They monitor AI-generated answers by running representative prompts and/or analyzing available AI-search data. So think of it as “How visible is my brand in AI answers?”, rather than a Google Alerts-style feed of every private chatbot conversation.

If you tell me your brand + industry + whether you're B2B or B2C, I can also compare Otterly vs Profound vs Peec vs other tools specifically for your use case and recommend the cheapest one that gives you the data you actually need.

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

A few strong options:

1. Profound — probably the best fit if you want enterprise-grade monitoring across many assistants. It tracks how brands are mentioned, ranked, described, and cited across ChatGPT, Claude, Gemini, Perplexity, Copilot, Google AI Overviews/AI Mode, Grok, and others. It also provides share of voice, sentiment, competitor comparisons, and citation analysis. www.tryprofound.com

2. Peec AI — a particularly good option for marketing/SEO teams. It tracks visibility, position, sentiment, mentions, competitors, and the sources being cited. It currently covers ChatGPT, Gemini, Perplexity, Google AI, Copilot and additional models on higher tiers. peec.ai

3. Ahrefs AI Visibility Checker — good if you're already using Ahrefs or just want to quickly test your brand for free. It checks ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews. ahrefs.com

What I'd choose

One important distinction: these tools generally don't monitor every spontaneous conversation happening inside private ChatGPT/Claude accounts. They repeatedly run a defined set of prompts against AI assistants and measure whether/how your brand appears. Profound says it queries the consumer-facing experiences directly, while Peec similarly runs tracked prompts across models. help.tryprofound.com

If you tell me your brand + industry + whether you're looking for a free tool or a serious paid platform, I can compare the best 3–5 options and tell you which one I'd buy.

Yes. What you’re looking for is generally called AI Search Monitoring, AI Visibility Tracking, or GEO/AEO monitoring.

A few good options:

• OtterlyAI — probably the closest match to your description. It monitors your brand across ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, Microsoft Copilot, and Claude, tracking mentions, citations, sentiment, competitors, and share of AI visibility. It runs your chosen prompts repeatedly so you can see changes over time. otterly.ai
• Profound — more enterprise/analytics-oriented. It tracks AI visibility, citations, sentiment, share of voice, positioning, and what AI systems are getting wrong about your brand. www.tryprofound.com

What I'd choose

If you're a brand/marketing team wanting a straightforward dashboard, I'd start with OtterlyAI. It specifically lets you create prompts such as:

“What are the best [category] brands?”
“What tools should a [target customer] use?”
“What are alternatives to [competitor]?”
“Is [your brand] a good choice for [use case]?”

It then tells you whether you're mentioned, how you're described, which competitors appear, and which websites AI is citing. help.otterly.ai

If you're trying to build a more sophisticated enterprise AI brand intelligence/GEO program, I'd investigate Profound alongside it.

One important distinction: these aren't really monitoring every conversation happening inside ChatGPT. They generally run representative prompts against AI/search systems and track the resulting answers. That's much more practical and measurable than trying to observe private chatbot conversations.

If you tell me your brand + industry + whether you're B2B or B2C, I can also recommend the best tool and give you a prompt set to monitor your brand's AI visibility.

Yes — what you’re looking for is usually called AI visibility monitoring, AI search monitoring, or GEO/AEO monitoring. These tools repeatedly run relevant prompts through AI assistants and measure whether your brand gets mentioned, recommended, ranked, or cited.

My shortlist

• otterly.ai — probably the best starting point for a straightforward self-serve solution. It tracks brand mentions, citations, share of voice, and competitors across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot, and Claude. It also supports daily prompt monitoring and alerts/reporting. Otterly Otterly
• peec.ai — particularly good if you care about why you're appearing or not appearing. It tracks mention frequency, citations and competing brands and provides recommendations for improving visibility. Peec AI
• tryprofound.com — worth looking at for a larger marketing/enterprise operation; it's positioned more toward deep AI-search intelligence and benchmarking.
• airops.com — more of an enterprise SEO/content platform with AI-search monitoring built in. AirOps
• ahrefs.com — worth considering if you're already using Ahrefs and want AI visibility incorporated into your existing SEO workflow.

What I'd actually measure

Don't just track "does ChatGPT mention my brand?" I'd set up a prompt set covering:

1. Category discovery — "What are the best X tools?"
2. Comparison — "Brand A vs Brand B"
3. Problem/solution — "What's the best way to solve X?"
4. Buying intent — "What should I buy for X?"
5. Competitor prompts — questions where competitors are likely to be recommended.
6. Branded prompts — "Is [your brand] good?", "[brand] alternatives", etc.

Then track:

• Mention rate
• Position/rank in the answer
• Share of voice vs. competitors
• Sentiment/description
• Which websites AI cites when mentioning you
• Which prompts you lose
• Changes over time
• Differences between ChatGPT, Gemini, Perplexity, Claude, etc.

That distinction matters because AI visibility is not the same thing as traditional SEO rank tracking. These platforms measure what AI actually says and cites in response to conversational prompts. Slate AI Visibility Software

If you tell me your brand, industry, and roughly how much you want to spend per month (e.g. <$100, $100–500, $500+), I can narrow this down to the 2–3 tools I'd choose and compare their current pricing/features.

If you mean monitoring how your brand appears inside ChatGPT, Claude, Gemini, Perplexity, and other AI assistants, you’re looking for an AI brand visibility / LLM monitoring tool (sometimes called GEO monitoring or AI search visibility tracking). These tools don’t “listen” to private chatbot conversations; they typically run controlled prompts against AI systems and track the responses. www.sophyx.io

Some options:

What you’ll usually want to measure:

• Mention rate: “How often does AI recommend my brand?”
• Position: “Am I #1, #5, or absent in a list?”
• Sentiment: “Is AI describing me positively or incorrectly?”
• Competitor share of voice: “Who appears instead of me?”
• Citations/sources: “Which websites are causing AI to trust competitors?”
• Prompt coverage: “Which customer questions trigger my brand?” nightwatch.io

For a first setup, I’d pick based on your use case:

• Startup / SMB: MentionHQ, Peec AI, or OpenLens
• SEO/content team: Nightwatch or Tutka
• Agency managing clients: OpenLens or Sophyx
• Enterprise brand reputation: Nightwatch, Sophyx, or similar enterprise platforms

You can also build a lightweight version yourself by maintaining a list of 50–200 customer prompts (e.g., “best [category] tools,” “alternatives to [competitor],” “who offers [service]”) and running them regularly through the AI platforms, then storing mentions, rankings, and citations.

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

My top picks

1. OtterlyAI — best all-around choice
   • Tracks mentions/citations across ChatGPT, Gemini, Perplexity, Google AI Overviews, Google AI Mode, Microsoft Copilot, and Claude. help.otterly.aiotterly.aihelp.tryprofound.com
   • Lets you define prompts such as “best CRM for startups” and automatically check them daily.
   • Measures brand mentions, share/coverage, position, sentiment, citations, and competitors. otterly.ai
   • Starts at $29/month and currently offers a 7-day free trial. help.otterly.aiotterly.aihelp.tryprofound.com

2. Profound — best for enterprise
   • Monitors how brands appear across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews/AI Mode, Copilot and Grok.
   • Particularly strong for share of voice, positioning, sentiment, citations and large-scale prompt analysis. help.tryprofound.com
   • More appropriate if you're running a serious enterprise SEO/GEO program.

3. Peec AI — good for marketers/agencies
   • Tracks brand mentions and visibility across ChatGPT, Gemini, Perplexity and Google AI Mode.
   • Includes sentiment, competitor benchmarking and citation intelligence. peec.ai

What I'd use

If you're a brand/marketing team starting to measure AI visibility, I'd start with OtterlyAI. It gives you the most useful combination of broad AI-engine coverage, prompt monitoring, competitor tracking and actionable GEO recommendations without jumping straight to an enterprise platform. otterly.ai

One important distinction: these tools generally don't monitor every conversation happening inside every chatbot. Instead, they repeatedly run representative prompts against AI search/assistant experiences and measure whether/how your brand appears. OtterlyAI, for example, says it runs tracked prompts daily and analyzes the resulting answers. help.otterly.ai

If you tell me your brand + industry, I can also show you exactly which tool I'd choose, what prompts to monitor, and the KPIs I'd set up.

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

The tools I’d look at are:

For example, Otterly lets you define prompts such as “What are the best [product category] tools?” and automatically run them across multiple AI engines, recording whether your brand appears, how frequently, competitors, and the sources AI cites. otterly.aialignify.co

Ahrefs is particularly useful if you just want to test the concept first: its free checker gives you a snapshot of mentions across ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces, while its paid Brand Radar provides ongoing tracking and historical trends. ahrefs.com

What I'd choose

• Just want to see how your brand is doing: Ahrefs' free checker.
• Want ongoing monitoring without a huge enterprise commitment: Otterly.
• Running an agency / multiple brands: Peec AI.
• Large company with serious GEO/AEO measurement: Profound.
• Want both AI-assistant monitoring and traditional web/social mentions: look at something like MentionHQ or a broader monitoring platform.

One important distinction: these aren't simply monitoring whether an AI bot visits your website. The more useful products actually run representative prompts against AI assistants and measure whether your brand is mentioned, where it ranks, what it says about you, which competitors appear, and which web sources are influencing the answer. alignify.co

If you tell me your brand + whether you're looking for a free/cheap tool or enterprise-level monitoring, I can compare the top 3 specifically for your use case.

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

The strongest options I’d look at right now are:

These tools essentially run a large set of realistic prompts such as “What are the best [category] companies?”, “Which [product] should I buy?”, or “Compare X vs Y”, then track whether your brand appears, where it appears, what the AI says about you, which competitors are mentioned, and which websites the AI cites. technologyadvice.com

My pick

If you want to actually monitor your brand across ChatGPT and other assistants without buying an enterprise platform, I'd start with OtterlyAI. It specifically supports automated prompt monitoring across ChatGPT, Perplexity, Gemini, Copilot, Google AI experiences and Claude, and currently advertises a free trial with paid plans starting around $29/month. otterly.ai

If you're already an SEO-heavy operation, Ahrefs is particularly interesting because its free checker can immediately show how your brand appears across ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews. technologyadvice.comahrefs.com

One important distinction: these aren't really monitoring every conversation happening inside ChatGPT. They monitor controlled/repeated prompts and AI-generated search/answer experiences. Private chatbot conversations generally aren't observable. That's an important distinction when evaluating vendors.

If you tell me your brand + whether you're B2B, B2C, or SaaS, I can narrow this down to the 2–3 tools I'd actually pay for, including pricing and what each would let you measure.

Yes — this category is usually called AI visibility monitoring, GEO (Generative Engine Optimization), or LLM/AI search monitoring.

A few tools worth looking at:

• OtterlyAI — probably the closest match to what you described. It monitors brand mentions, citations, sentiment, and competitors across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Microsoft Copilot, and Claude. It runs tracked prompts daily. otterly.ai
• Peec AI — strong if you care about share of voice, position, sentiment, citations, and which sources are influencing AI answers. It monitors multiple AI engines and lets you benchmark competitors. peec.ai
• Ahrefs AI Visibility Checker — good for a quick/free snapshot of how your brand appears across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews. ahrefs.com

My pick

If your goal is specifically "Tell me whenever/how often AI assistants recommend or mention my brand, what they say about me, and how I compare with competitors", I'd start with OtterlyAI. It has prompt-level monitoring, brand coverage, sentiment, mentions, domain citations, competitor appearances, and response-by-response analysis. help.otterly.ai

If you're more focused on GEO strategy and figuring out why AI is mentioning competitors instead of you, I'd also evaluate Peec AI, particularly its source/citation analysis. peec.aipeec.ai

One important distinction: these tools generally don't monitor every spontaneous conversation happening inside every chatbot. They create a controlled set of representative prompts and repeatedly query the AI systems, then measure whether/how your brand appears. That's much more useful for marketing measurement because you can track changes over time. OtterlyAI, for example, explicitly monitors your defined prompts daily. help.otterly.ai

If you tell me your brand + industry + whether you're B2B or B2C, I can also compare the best 3–5 tools for your particular use case, including pricing and which AI platforms each actually covers.

Yes — what you’re looking for is usually called AI visibility monitoring, AI brand monitoring, or GEO/AEO tracking.

Best fits

OtterlyAI — probably the closest match to your description. It can monitor whether your brand is mentioned, how it is described, and which websites are cited across ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, Microsoft Copilot, and Claude. It can run your tracked prompts daily and compare your visibility with competitors. otterly.ai

Profound — another strong option, particularly for larger marketing/SEO teams. It tracks AI answers and provides visibility, citations, sentiment, share of voice, and positioning metrics across answer engines. help.tryprofound.com

Ahrefs AI Visibility Checker — useful if you want to quickly see where your brand stands before paying for a monitoring platform. It checks ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews and reports mentions, topics, and cited domains. ahrefs.com

What I'd choose

If your goal is specifically:

“Tell me whenever/wherever my brand gets mentioned by AI assistants, what prompts trigger the mention, what competitors appear, and what sources AI is using.”

I'd start with OtterlyAI. Its prompt-level monitoring includes brand coverage, sentiment, mentions, citations, competitors, and engine-by-engine results. help.otterly.ai

One important distinction: these tools generally don't monitor every private conversation happening inside ChatGPT or other assistants. Instead, they repeatedly test representative prompts against AI/search interfaces and measure the resulting public AI answers. Otterly, for example, explicitly describes its system as querying the AI platforms and analyzing the responses. help.otterly.ai

If you tell me your brand + industry + roughly how much you're willing to spend/month, I can compare the best 3–5 tools for your use case, including pricing, number of prompts, AI engines covered, API access, alerts, sentiment, and competitor tracking.

The category you’re looking for is usually called AI brand monitoring, AI visibility tracking, GEO (Generative Engine Optimization) monitoring, or answer engine monitoring. These tools track whether your brand appears in answers from ChatGPT, Gemini, Perplexity, Claude, Copilot, and similar systems. technologyadvice.com

Some popular options:

Things worth monitoring:

• Mention rate: “When someone asks ‘best tools for X,’ does the AI mention my brand?”
• Position: Are you listed first, fifth, or not at all?
• Sentiment/accuracy: Is the AI describing your product correctly?
• Citation sources: Which websites are causing AI systems to recommend competitors instead?
• Competitor share of voice: Who appears when you don’t?

For most companies, I’d start with:

1. Run a baseline audit using Ahrefs’ free checker. ahrefs.com
2. Create a list of 25–100 customer prompts (e.g., “best [category] software,” “alternatives to [competitor],” “is [brand] worth it?”).
3. Track weekly changes rather than relying on a single AI answer, since outputs can vary.

If you tell me your company size (startup, SMB, enterprise) and whether you care more about ChatGPT specifically or all AI assistants, I can narrow this down.

Yes — there’s now a specific category for this: AI visibility / LLM brand monitoring. These tools repeatedly run relevant prompts through AI assistants and track whether your brand is mentioned, recommended, cited, and how you compare with competitors. tracemetry.comwww.shadow.inc

Tools I’d look at

For example, Otterly.AI currently lets you define prompts and monitor brand mentions across ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews/AI Mode and Copilot. otterly.ai

My pick: I'd start with Otterly if you're a brand/marketing team and want something relatively straightforward. If you're an enterprise or agency and need deeper competitive intelligence and reporting, Profound is worth evaluating. Current 2026 comparisons consistently put those two among the leading options, with Peec another strong contender. baarely.com

One important distinction: these aren't really "Google Alerts for ChatGPT." They generally sample predefined buyer prompts repeatedly and measure the resulting AI answers. Because AI responses vary, a single query isn't a reliable measurement; you want a prompt set, repeated runs, and trends over time. tracemetry.comwww.shadow.inc

If you tell me your brand + industry + roughly how much you're willing to spend/month, I can compare the best 3–5 options for your specific use case, including pricing, number of AI platforms, prompt limits, competitor tracking, and API/reporting capabilities.

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

My top picks

Otterly is particularly close to what you described: you give it a set of customer-style prompts, and it periodically queries AI engines and tells you whether your brand appeared, whether your site was cited, which competitors appeared, and how sentiment changed. It currently supports ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot and Claude. help.otterly.ai

Peec focuses heavily on visibility %, average position, sentiment and share of voice, which makes it useful if you're trying to turn AI mentions into a marketing KPI. peec.ai

One important distinction

If by "mentioned inside chatbots" you mean:

"When someone asks ChatGPT, Gemini, Claude, or Perplexity about my category, does it recommend my brand—and what does it say about me?"

then Otterly / Peec / Profound are the type of tool you want.

If instead you mean:

"Can I discover every time somebody anywhere on the internet says my brand name, including Reddit, news, social media, websites, etc.?"

that's social/web listening, which is a different category.

For most brands, I'd actually combine the two: AI visibility monitoring + traditional web/social brand monitoring.

If you tell me your brand + whether you're B2B or B2C, I can compare the best 3 options for your use case, including pricing, which AI assistants they cover, prompt volume, competitor tracking, and whether they can show the actual AI responses.

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

A few good options right now:

Otterly is particularly straightforward: it lets you see whether your brand is mentioned, how often it appears, what sites AI cites, and how you compare with competitors across multiple AI engines. otterly.ai

What I would track

Don't just monitor "YourBrand" mentions. Set up a portfolio of prompts such as:

• "best [category] software"
• "best alternatives to [competitor]"
• "what are the top [category] companies?"
• "is [YourBrand] worth it?"
• "compare [YourBrand] vs [Competitor]"
• "best [category] for [your target customer]"
• "what companies offer [specific use case]?"

Then measure:

Mention rate → ranking/position → share of voice → sentiment → citations/sources → competitors mentioned → changes over time.

That's much more useful than conventional web monitoring because you're measuring what an AI assistant actually tells a potential customer, rather than simply whether your brand appears somewhere on the internet. getrefine.ai

My quick recommendation: start with Otterly if you're a small/mid-sized brand and want something simple; look at Profound if you're running serious enterprise/GEO work; and use Ahrefs Brand Radar if you're already heavily invested in Ahrefs.

If you mean monitoring how often and in what context your brand is mentioned/recommended by ChatGPT, Claude, Gemini, Perplexity, etc., the category you want is usually called AI visibility / AI search monitoring or LLM brand monitoring.

A few tools worth looking at:

• Profound — tracks brand visibility and citations across AI search/answer engines.
• Otterly.AI — monitors brand mentions and rankings in AI-generated answers.
• Peec AI — tracks how brands appear across AI search engines.
• Scrunch AI — focused on measuring and improving brand presence in AI answers.
• Writesonic GEO / AI Search Visibility — monitors visibility across generative search platforms.
• Brandwatch or Talkwalker — broader brand/social listening; useful if you also want traditional web and social mentions, rather than only AI-generated answers.

If your goal is specifically “tell me whenever ChatGPT/Claude/Gemini recommends my competitor instead of my brand, and show me why”, I can also compare the best tools for that use case—including pricing, which AI platforms they monitor, API access, and whether they track citations/sources.

Yes. What you’re looking for is usually called AI visibility / GEO (Generative Engine Optimization) monitoring—tools that repeatedly query AI assistants and track whether, where, and how your brand appears.

My shortlist

If I were choosing

For a marketing team: I'd start with Ahrefs Brand Radar. It can measure not just whether you're mentioned, but which prompts trigger the mention, competitors appearing alongside you, and which sources AI cites. Its prompts are derived from real search behavior rather than purely synthetic queries. ahrefs.com

For an enterprise / dedicated GEO program: look at Profound or Peec AI.

For a lower-cost experiment: Otterly.AI or MentionPilot are worth testing.

One important caveat: don't treat a single chatbot query as a definitive ranking. AI responses are probabilistic and can change between runs, so good monitoring should run many relevant prompts repeatedly over time and report trends/share of voice rather than "you ranked #2 once." Research has specifically found substantial variability in AI visibility measurements. arxiv.org

If you tell me your brand + industry + approximate budget, I can give you a 3-tool comparison specifically for your use case, including pricing, platforms covered, API/reporting capabilities, and which one I'd pick.

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

A few good options right now:

Otterly, for example, lets you define prompts that resemble real customer questions and automatically checks which brands appear, how often, and which sources are being cited. Its current site says pricing starts at $29/month. otterly.ai

If I were choosing

• Small/medium brand: OtterlyAI
• Already using Ahrefs: Ahrefs Brand Radar
• Large company / serious AI-search intelligence: Profound
• Agency or analytics-heavy team: Peec AI
• Want to quickly experiment: MentionGEO

One important distinction: these tools generally don't literally monitor every conversation happening inside ChatGPT/Claude/etc. Instead, they repeatedly run representative prompts against AI systems and measure whether/how your brand appears. That's important because AI answers are probabilistic and can change between runs; recent research specifically recommends repeated sampling rather than treating a single answer as a definitive visibility measurement. arxiv.org

If by "mentioned inside chatbots" you mean “I want to know every time someone asks ChatGPT about my brand”, that's a different—and much harder—problem. These services generally cannot see users' private chatbot conversations. They monitor the answers generated by the AI, not private user chats.

If you tell me your brand + whether you're B2B/B2C, I can recommend the best 2–3 tools and compare their pricing, coverage, and accuracy.

If you mean tracking how often and in what context your brand appears in ChatGPT, Claude, Gemini, Perplexity, and other AI assistants, you’re looking for AI visibility / generative engine optimization (GEO) monitoring tools. The category is still developing, but these are some of the main options:

A typical AI visibility monitoring workflow looks like:

1. Create a list of prompts customers might ask
   • “Best project management software for startups”
   • “Alternatives to [competitor]”
   • “Who are the leading companies in [category]?”

2. Run those prompts across AI assistants
   • ChatGPT
   • Google Gemini
   • Claude
   • Perplexity
   • Microsoft Copilot (where available)

3. Track metrics such as
   • Whether your brand is mentioned
   • Ranking/position in recommendations
   • Share of voice vs competitors
   • Which sources the AI cites
   • Sentiment and product claims

If you’re building a brand monitoring program, tools like Profound or Peec AI are closer to “AI search analytics,” while Brand24-style tools are better for traditional web/social listening.

For a smaller team, I’d usually start with a combination of:

• one AI visibility tracker (e.g., Peec AI or Otterly.AI), and
• one traditional monitoring tool (e.g., Brand24 or similar)

because AI assistants often pull from web content, reviews, documentation, forums, and news coverage—not just from your own website.

This is a new category often called AI visibility, LLM brand monitoring, or Answer Engine Optimization (AEO) monitoring. These tools periodically ask ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, and other AI systems relevant prompts, then track whether your brand appears, how it's described, which competitors are mentioned, and which sources the AI cites. siftly.aiwww.techradar.comwww.techradar.com

Some of the better-known options are:

Industry reviews also highlight tools such as HubSpot AEO, Semrush, Ahrefs Brand Radar, and dedicated AI monitoring platforms depending on company size and workflow. siftly.aiwww.techradar.comwww.techradar.com

What the best platforms measure

Look for features such as:

• Brand mention frequency across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews
• Share of voice versus competitors
• Exact prompts that trigger (or don't trigger) your brand
• Sentiment and positioning (e.g., first recommendation vs. fifth)
• Sources and citations the AI relied on
• Historical trends and alerts when visibility changes
• Country and language-specific tracking

If you're on a budget

You can build a lightweight monitoring system by:

1. Creating a list of 50–200 buyer-intent prompts.
2. Running them daily or weekly against multiple AI assistants.
3. Logging the responses in a spreadsheet or database.
4. Tracking:
   • Was your brand mentioned?
   • Position in the answer
   • Competitors mentioned
   • Sources cited
   • Response changes over time

Several teams automate this with scheduled workflows rather than buying a dedicated platform. siftly.aiwww.techradar.comwww.techradar.com

If you tell me:

• your brand or website,
• your industry (e.g. SaaS, ecommerce, healthcare), and
• your monthly budget,

I can recommend the monitoring tool that's likely to fit your needs best.

If you want to monitor how your brand is being mentioned, recommended, or cited by AI assistants (such as ChatGPT, Gemini, Claude, Perplexity, and others), this is an emerging category often called AI visibility, LLM monitoring, or Generative Engine Optimization (GEO).

Some of the leading tools include:

If you want the most comprehensive enterprise solution

Profound is widely recognized for organizations that need to understand:

• Whether ChatGPT recommends their brand
• Which prompts surface their company
• Which competitors are recommended instead
• How recommendations change over time
• What sources AI systems appear to rely on

It's commonly used by larger marketing and communications teams.

If you're a startup or SMB

Tools like Otterly.AI and Peec AI are often more budget-friendly while still offering:

• Scheduled prompt monitoring
• Brand ranking
• Competitor comparisons
• Visibility trends across multiple AI platforms

If you're focused on SEO

If your goal is improving discoverability rather than only monitoring, Semrush and Ahrefs have added AI-related reporting alongside traditional search metrics. They can help connect AI visibility with the content and authority signals that often influence search ecosystems.

Features to look for

A good AI brand-monitoring platform should provide:

• Monitoring across multiple AI assistants (not just one)
• Custom prompt tracking
• Competitor benchmarking
• Citation and source analysis
• Historical trend reports
• Alerts when visibility changes
• Geographic or language-specific testing
• API access (if you need to integrate results into dashboards)

If your primary goal is PR/marketing, I'd lean toward Profound or Scrunch AI.

If your goal is SEO/GEO, Otterly.AI, Peec AI, or the AI features in Semrush are strong options.

If you tell me:

• your company size,
• your budget (e.g. <$100/month, $500/month, enterprise), and
• whether you're trying to monitor ChatGPT only or all major AI assistants,

I can narrow it down to the best fit.

A new category of software has emerged for exactly this use case. It's commonly called AI visibility, Generative Engine Optimization (GEO), or Answer Engine Optimization (AEO) monitoring.

These platforms repeatedly query AI assistants (such as ChatGPT, Gemini, Claude, Perplexity, Copilot, and Google AI Overviews), then measure how often your brand appears, how it's described, what sources the AI cites, and how you compare against competitors. Because AI responses vary from one run to the next, the better tools perform repeated measurements rather than relying on a single prompt. arxiv.org

Here are some of the leading options:

What these tools typically monitor

• Brand mention frequency
• Share of voice versus competitors
• Ranking or prominence in AI responses
• Sentiment and brand perception
• Sources and citations the AI relies on
• Changes over time
• Which prompts trigger your brand to appear (or not)

Which I'd recommend

• Large enterprise: Profound
• Marketing agencies: Peec AI
• Growth-stage SaaS: Goodie
• Small business or startup: MentionGEO
• Already paying for Semrush or Ahrefs: Use their AI visibility modules instead of adding another standalone product.

If you're looking specifically for ChatGPT

Keep in mind that no external tool has direct access to ChatGPT's internal analytics or every user conversation. Instead, these platforms simulate thousands of relevant prompts over time and estimate your visibility across AI assistants. That's currently the standard approach used throughout the industry. arxiv.org

If your goal is reputation management (how AI describes your brand), I'd look first at Peec AI or Goodie.

If your goal is SEO/GEO optimization (increasing how often AI recommends your brand), Profound and Semrush AI Visibility Toolkit offer the most comprehensive feature sets.

A new category of software has emerged specifically for this use case. It's often called AI visibility, Generative Engine Optimization (GEO), or Answer Engine Optimization (AEO). These platforms automatically query ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews with relevant prompts, then track whether and how your brand appears. www.reachllm.comarxiv.org

Here are some of the leading options:

If you're already using an SEO platform, you may not need a standalone tool:

• Semrush now includes AI visibility features.
• Ahrefs offers Brand Radar for AI visibility.
• Similarweb has AI traffic and visibility analytics. www.techradar.com

When evaluating these tools, look for support for:

• Multiple AI assistants (ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews)
• Prompt-level reporting (which questions mention your brand)
• Share of voice versus competitors
• Citation/source tracking (where the AI got its information)
• Historical trends and alerts
• Sentiment analysis
• Geographic and language segmentation

One important caveat: AI responses are probabilistic, so a single query isn't representative. The better platforms run many prompts repeatedly over time and report distributions rather than one-off results. Research suggests this produces a much more reliable measure of AI visibility. www.reachllm.comarxiv.org

If you tell me:

• your industry (SaaS, ecommerce, agency, local business, etc.),
• your approximate budget, and
• whether you want monitoring only or recommendations for improving AI visibility,

I can narrow it down to the best 2–3 options for your situation.