ChatGPT answers, unedited

If your goal is specifically “Does my company appear in ChatGPT answers, and what position does it appear in?”, you want an AI visibility / ChatGPT rank tracker, rather than a traditional Google SEO rank tracker.

A few current options:

• rankscale.ai — tracks specific prompts, whether your brand appears, its position in the answer, citations, competitors, and share of voice. It also tracks results over time. Rankscale.ai
• rankbits.com — particularly useful if you want to see the actual ChatGPT responses, mentions, citations, competitors, and source URLs. It offers a free ChatGPT scan. RankBits
• ahrefs.com — good if you're already using Ahrefs. It checks ChatGPT plus Gemini, Perplexity, Copilot and Google AI results, and reports mentions, topics and cited pages. Ahrefs
• semrush.com — another broad AI-search option, with ChatGPT visibility, mentions, prompts/topics and citations. Semrush

One important distinction

“Rank #3 in ChatGPT” isn't quite equivalent to Google position #3. ChatGPT can generate different answers depending on the prompt, search/web grounding, location, and other context. OpenAI itself says there is no guarantee of top placement in ChatGPT Search. OpenAI Help Center

So I'd track these metrics for each important customer query:

If you tell me your company/website and your industry, I can also suggest the specific 20–50 ChatGPT prompts I'd track to measure your AI visibility properly.

What you’re looking for is usually called AI visibility / GEO tracking: tools that repeatedly run the same prompts through ChatGPT and record whether your company appears, where it appears in the answer/list, which competitors appear, and which sources ChatGPT cites.

A few current options:

• otterly.ai — probably the easiest starting point. It tracks ChatGPT prompts, brand mentions, competitor share of voice, citations, and average rank/order of mentions. It also lets you see the underlying answers. Otterly Otterly
• tryprofound.com — more enterprise-oriented, with deeper AI-search analytics and prompt/answer monitoring. Current published comparisons put its entry plan around $99/month. Lectern
• peec.ai — focused on AI-search visibility and competitive share of voice; a good option if you're primarily interested in marketing analytics and competitor comparisons. Conbersa

One important distinction

Don't just track "does ChatGPT mention us?"

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

That position/order information is particularly important, because simply being mentioned near the bottom of a 10-company answer is very different from being the first recommendation. Tools in this category increasingly track mention prominence/position rather than merely counting mentions. The Rank Masters

What I'd use

If you're a normal marketing/SEO team, I'd start with OtterlyAI because it explicitly tracks the answer, mention order/rank, citations, competitors, and share of voice across ChatGPT and other AI engines. Otterly

If you're an enterprise with a large prompt set and serious reporting requirements, I'd investigate Profound alongside it.

One caveat: there isn't a single permanent "ChatGPT ranking." Answers can vary with the exact prompt, model, location, personalization, conversation context, and time. A good tracker therefore measures a defined set of prompts repeatedly, rather than claiming that your company has one universal ChatGPT rank. Otterly explicitly notes this variability between manual ChatGPT searches and its standardized monitoring. Otterly

If you tell me your company + industry + roughly how many prompts you want to track, I can also lay out a concrete tracking setup (e.g. 100 prompts, competitors, KPIs, and how to calculate your true "ChatGPT rank").

If your goal is “does my company appear in ChatGPT answers, for which questions, and what position does it get?”, you want an AI visibility / GEO (Generative Engine Optimization) tracking tool, not a traditional SEO rank tracker.

A few options:

For most companies, I’d evaluate tools based on whether they provide these four things:

1. Prompt tracking

• Example: “best CRM for startups”
• “alternatives to [competitor]”
• “top vendors for [category]”
• Exact answer capture

• The actual ChatGPT response
• Date/time checked
• Model/platform used
• Position measurement

• “Listed #1”
• “Mentioned but not ranked”
• “Appears in a comparison table”
• “Not present”
• Competitive share of voice

• Your company vs. competitors across the same prompts

A practical setup:

• Small company / early experimentation: RankBits, Ahrefs AI Visibility Checker, or Otterly.AI. Ahrefs Beamtrace RankBits
• Marketing team managing AI search as a channel: Ahrefs Brand Radar, HubSpot AEO, or Peec AI. Ahrefs HubSpot
• Large enterprise / many products and markets: Profound or similar enterprise AI visibility platforms. Beamtrace

One caveat: there is no universal “ChatGPT ranking position” like Google’s #1–#10 results. ChatGPT answers vary by prompt wording, user context, model version, browsing state, and time. The better tools measure repeatable prompt sets and track changes over time rather than claiming a single permanent rank. Beamtrace MaxAEO

If you tell me your company size, industry, and whether you care about ChatGPT only or all AI search engines, I can narrow this to the best 2–3 choices.

What you’re looking for is generally called AI search visibility / GEO (Generative Engine Optimization) tracking. The key is to track not just whether ChatGPT mentions your company, but the exact prompt, position in the answer, competitors mentioned, and citations/sources.

My shortlist

• rankscale.ai — probably the closest match to your question. It explicitly tracks where your brand appears in ChatGPT answers, competitor positions, citations, prompt-level visibility, and region. Rankscale.ai
• tryprofound.com — my pick for a larger company/enterprise. It goes deeper into prompts, citations, sources, competitors, and AI-search analytics. Current comparisons describe it as the enterprise-oriented option. Bloomiro Tomek Sikora
• peec.ai — good middle ground for marketing teams. It emphasizes competitive benchmarking and measuring how prominently your brand appears in AI answers. Conbersa
• otterly.ai — a cheaper/easier starting point for monitoring mentions across ChatGPT and other AI engines. Bloomiro
• ahrefs.com — useful for a quick, free baseline. It checks how your brand appears across ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews. Ahrefs

One important distinction

There isn't really a universal “ChatGPT ranking #7” equivalent to a Google SERP position. ChatGPT generates answers rather than returning a fixed ranked list, and the output can vary between runs.

So I'd track metrics like:

That distinction matters because “Are we mentioned?” and “Where do we rank?” are different measurements. AnswerMonk Rankscale.ai

If your specific requirement is: “Give me a list of 100 questions my customers ask, run them through ChatGPT every week, tell me whether my company appears, exactly where it appears in each answer, who beats us, and what sources ChatGPT used” — I'd start by evaluating Rankscale and Profound, then compare them with Peec.

If you tell me your company, industry, and roughly how many prompts you want to track, I can recommend the best tool and lay out exactly how I'd set up the tracking.

If your goal is “Does ChatGPT mention my company, and where does it appear relative to competitors?”, you want an AI visibility / LLM rank tracker, not traditional SEO rank tracking.

My picks

• ahrefs.com — best starting point. It checks ChatGPT plus Gemini, Perplexity, Copilot, and Google AI Overviews, and reports mentions, topics, cited domains/pages, and competitor visibility. Ahrefs
• rank.ai — particularly relevant if you care about actual position/rank within an answer. It tracks buyer prompts, daily runs, share of voice, mentions/citations, and competitors. Rank.ai
• rankscale.ai — good for ongoing monitoring of specific prompts, including whether you're recommended, cited, and how competitors appear alongside/above you. Rankscale.ai
• rankbits.com — useful for a quick live check; it shows the actual ChatGPT answer and tracks mentions, citations, and competitors. RankBits

One important distinction

There isn't really a single permanent “ChatGPT ranking = #3” analogous to Google position #3. ChatGPT answers can vary based on the prompt, search results, location, timing, and other context. OpenAI describes ChatGPT Search as generating answers with web sources rather than presenting a conventional ranked search-results page. OpenAI Help Center OpenAI

So I'd track something like:

Prompt: “What are the best [category] companies for [use case]?”
Your company: Mentioned? Yes
Position in recommendations: #2
Competitors: A #1, B #3, C #4
Citation: Your site / third party
Share of voice: 24%
Frequency: 68% of runs

That gives you a much more meaningful “AI rank” than a single number.

If you tell me your company/website and industry, I can also tell you which of these tools I'd use and exactly what prompts I'd track to measure your ChatGPT visibility.

The category you’re looking for is usually called AI visibility tracking, LLM rank tracking, ChatGPT brand monitoring, or GEO (Generative Engine Optimization) tracking. Traditional SEO rank trackers won’t tell you where your company appears inside ChatGPT answers. AEO Vision

Good options:

A few things to know before choosing:

• There is no true “Google-style position #1” in ChatGPT. ChatGPT generates answers rather than a fixed 10-result page. The useful metrics are:

• % of tracked prompts where your company appears
• your position/order when brands are listed
• competitor share of voice
• whether ChatGPT cites your website
• which sources influence the answer AEO Vision Rank.ai
• Build a fixed prompt set that matches how buyers ask questions, for example:

• “best [category] software”
• “[competitor] alternatives”
• “who are the leading [industry] companies”
• “compare [your company] vs [competitor]”

My shortlist:

• Small team / start quickly: RankBits or Rankability. RankBits Rankability
• SEO team already doing optimization: Rankscale. Rankscale.ai
• Enterprise marketing analytics: MentionedBy AI or Siftly. MentionedBy AI Siftly

If you tell me your company type (B2B SaaS, ecommerce, local business, etc.) and budget, I can narrow this to the best fit.

If your goal is “Does my company appear in ChatGPT answers, for which prompts, and what position does it get compared with competitors?”, you’re looking for an AI visibility tracker (also called GEO/AEO tracking, “AI search monitoring,” or “ChatGPT rank tracking”). These tools are the closest equivalent to an SEO rank tracker for ChatGPT. TechnologyAdvice Search Engine Land

A few good options:

A note on “rank”: ChatGPT does not have a traditional ranking system like Google’s #1–#10 results page. A better measurement framework is:

• Mention rate — how often your brand appears in relevant answers
• Position/share of answer — whether you are listed first, middle, or last when multiple companies are recommended
• Citation rate — how often ChatGPT references your site or content
• Competitor share of voice — how often competitors appear instead of you
• Prompt coverage — which customer questions trigger your appearance Search Engine Land bluejar.ai

For most companies, I’d start with:

• Small/medium business: Semrush or Ahrefs
• B2B SaaS / enterprise: Profound
• Marketing team specifically focused on ChatGPT answers: RankBits or Bonemeal

If you tell me your company type (SaaS, ecommerce, local business, agency, etc.) and budget, I can narrow this down.

The category you’re looking for is usually called an AI visibility tracker, GEO (Generative Engine Optimization) tracker, or ChatGPT rank tracker. The right tool depends on whether you care about simple brand mentions, competitive rankings, citations, or ongoing monitoring. Search Engine Land BlueJar

A few strong options:

One important distinction: ChatGPT does not work like Google rankings. There usually isn’t a stable “you rank #3” position. A better measurement model is:

• Prompt coverage: “For the 100 questions customers ask, how often do we appear?”
• Share of voice: “How often are we mentioned vs. competitors?”
• Answer position: “Where in the generated answer are we mentioned?”
• Citation share: “Which sources does ChatGPT rely on, and are they ours?”
• Sentiment/context: “Is ChatGPT recommending us positively or just mentioning us?” Rankscale.ai Rank.ai

For most companies, I’d start with:

1. Pick 25–100 real customer prompts (for example: “best [category] software,” “alternatives to [competitor],” “who offers [service] in [market]”).
2. Track those prompts weekly or daily.
3. Compare your visibility against 5–10 competitors.
4. Inspect which pages and third-party sources are causing competitors to appear.

If you tell me your company type (SaaS, ecommerce, local business, agency, etc.) and whether you need free, SMB, or enterprise tooling, I can narrow this down.

What you want is an AI visibility / AI search rank tracker, not a traditional SEO rank tracker.

The key distinction: ChatGPT doesn't have a stable Google-style “rank #7” for most answers. A good tracker repeatedly runs the same buyer prompts, records whether your company appears, where it appears in the generated answer, which competitors appear, and which sources ChatGPT cites. Rank.ai Rankability

My picks

• rankability.com — probably the closest match to your wording. It specifically tracks where your brand appears in ChatGPT responses, competitors, and the ranked sources ChatGPT cites. Rankability
• otterly.ai — good if you want broader monitoring across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, with visibility, citations, competitors and trends. Otterly
• rank.ai — particularly useful for systematic tracking: daily prompt checks, mention/citation rates, competitor share of voice, and multiple AI engines. Rank.ai
• citations.io — good if your main concern is whether ChatGPT cites your website and which competitors/sources it chooses instead. Citations.io

What I'd track for your company

I'd set up 50–200 prompts such as:

• “Best [category] companies”
• “Best [product] for [customer type]”
• “[Company A] vs [Company B]”
• “Alternatives to [competitor]”
• “Who are the leading [category] providers?”
• “[Problem] solutions for [industry]”

Then measure:

1. Mention rate — % of prompts where you're mentioned.
2. Answer position — where your company appears when the answer lists multiple companies.
3. Share of voice — your mentions vs competitors.
4. Citation rate — how often your website is actually cited.
5. Citation position — whether your site is the first/second/etc. source cited.
6. Sentiment/recommendation strength — whether ChatGPT recommends you or merely mentions you.
7. Competitor displacement — which companies appear when you're absent.
8. Trend over time — whether your visibility is improving.

One important caveat: don't treat a single ChatGPT answer as your “rank.” LLM outputs vary, so repeated measurements across fixed prompts are much more meaningful. Rank.ai, for example, explicitly uses daily runs and rate-based metrics for this reason. Rank.ai

If your primary requirement is literally “tell me whether we're #1, #2, #3, etc. inside ChatGPT's answer,” I'd start with Rankability. If you're building a broader GEO/AI-search measurement program, I'd look at Otterly, Rank.ai, Peec, or an enterprise platform like Profound.

If you tell me your company, industry, and 2–3 competitors, I can also lay out exactly what I would track (the prompts, metrics, and dashboard structure) and which tool is the best fit.

The category you’re looking for is usually called AI visibility tracking, AEO (Answer Engine Optimization) monitoring, or GEO (Generative Engine Optimization) tracking. These tools monitor whether your brand appears in AI-generated answers and, for many prompts, where you appear relative to competitors. Search Engine Land

A few good options:

A key thing to know: ChatGPT does not have a single universal “rank #7” like Google does. AI answers are generated dynamically, so the better metrics are usually:

• Mention rate: How often your company appears for a set of buyer prompts.
• Average position/order: Where your company appears when multiple brands are listed.
• Share of voice: Your visibility compared with competitors.
• Citation share: Whether ChatGPT references your website or other sources about you.
• Prompt coverage: Which questions you win or lose. Search Engine Land Blue Jar

For a practical setup, I’d do this:

1. Build a list of ~50–200 prompts your buyers actually ask, such as: - “Best [category] software for startups”
2. “Alternatives to [competitor]”
3. “Who are the leading [industry] providers?”
4. “Is [your company] worth it?”
5. Track those prompts weekly or daily.
6. Compare: - your brand’s appearance rate
7. competitor appearance rate
8. position in recommendations
9. sources AI systems rely on

If you already use an SEO platform, Semrush or Ahrefs is probably the easiest starting point. If your main goal is “tell me exactly where we rank inside ChatGPT answers,” a dedicated AI visibility platform like Profound, Peec AI, or Bonemeal AI is more aligned. Semrush Bonemeal AI Search Engine Land

I can also help you build a ChatGPT visibility tracking dashboard/template (prompts, metrics, competitor tracking, and reporting format) if you’re setting this up for a company.

Yes — you’re looking for an AI search / GEO (Generative Engine Optimization) rank tracker, not a traditional SEO rank tracker.

The key distinction is that ChatGPT doesn't have a stable “#3 ranking” like Google does. A good tool repeatedly runs a defined set of buyer prompts and measures whether you appear, where you appear in the answer, how often competitors appear, and which sources ChatGPT cites. Tracemetry Rankscale.ai

My shortlist

• rankscale.ai — probably the closest match to your exact question. It tracks where your brand appears in ChatGPT answers, prompt-level visibility, citations, competitors, and changes over time. Rankscale.ai
• peec.ai — strong if you want competitive share of voice and visibility analytics across AI engines. Tracemetry
• otterly.ai — good monitoring-oriented option for tracking prompts, mentions, citations, and competitors. Conbersa
• tryprofound.com — the one I'd investigate for a larger company/enterprise team that wants very granular prompt, citation, and competitive analysis. Tracemetry
• ahrefs.com — easiest free starting point. It checks ChatGPT and other AI engines and reports mentions, topics, competitors, and cited pages. Ahrefs
• rankability.com — particularly interesting if your priority is knowing which position your company occupies relative to competitors inside individual ChatGPT answers. Rankability

What I'd track

For each important customer question, I'd want a dashboard like:

That's much more useful than simply asking “Does ChatGPT know my company?”

If you tell me your company/website and what you sell, I can also build you a concrete list of 20–50 prompts that I'd track, including the prompts most likely to reveal whether you're ranking #1, #2, #3, etc.

Yes — what you’re looking for is usually called an AI visibility / GEO (Generative Engine Optimization) rank tracker. It measures whether your company appears in ChatGPT answers, where it appears relative to competitors, and which sources ChatGPT is using.

My picks

• rankscale.ai — probably the closest match to your exact requirement. It tracks prompts, mentions, citations, competitors, and answer position/rank over time. Rankscale.ai
• ahrefs.com — best if you already use Ahrefs or want broader AI-search benchmarking. It tracks ChatGPT plus Gemini, Perplexity, Copilot, and Google AI, with mentions, citations, competitors, prompts, and historical visibility. Ahrefs Ahrefs
• rankability.com — particularly useful if your main question is literally “What position does my company occupy in this ChatGPT answer?” It reports where your brand appears and ranks cited competitors/sources. Rankability
• lumirank.ai — has a particularly clear metric for average rank (e.g. #2.8), alongside visibility and share of voice. Lumirank.ai

One important caveat

There isn't a single permanent "ChatGPT ranking" like Google position #1–#10. ChatGPT generates answers dynamically, so you want to track specific prompts repeatedly.

For example, if you're a project-management company, you'd track prompts such as:

• “What are the best project management tools for a 50-person company?”
• “What are alternatives to Asana?”
• “Which project management software do you recommend for agencies?”
• “Best [your category] software in 2026”

Then measure:

Appearance rate → average position → share of voice → citation rate → competitor position

That gives you a much more meaningful KPI than simply checking whether ChatGPT knows your company. Current AI-visibility platforms are increasingly built around exactly these metrics. AnswerMonk Search Engine Land

If your primary requirement is “tell me exactly whether we're #1, #2, #3, etc. in ChatGPT answers,” I'd start with Rankscale or Lumirank. If you want, tell me your company + industry + 3–5 competitors, and I can recommend the best tracker and the exact prompt set I'd use to measure your ChatGPT ranking.

What you’re looking for is usually called an AI search visibility tracker or GEO/AEO tracker. It monitors a fixed set of prompts in ChatGPT and tells you whether your company appears, where it appears in the answer, which competitors appear, and which sources ChatGPT cites.

My picks

• otterly.ai — probably the best starting point for most companies. It tracks ChatGPT plus other AI engines, with brand mentions, average position/rank, share of voice, competitors, sentiment, and citations. Its dashboard specifically reports metrics such as average brand position. Otterly Otterly
• rankscale.ai — particularly interesting if your priority is "where exactly do I rank?" It tracks prompt-level ChatGPT visibility, citations, competitors and position. Rankscale.ai
• tryprofound.com — better suited to larger/enterprise teams that want extensive AI-search analytics and monitoring across many answer engines. Bloomiro Mention Radar
• rankbits.com — useful for a quick, lightweight check. It explicitly analyzes whether ChatGPT names/cites your brand and where you appear relative to competitors. RankBits

One important caveat

There isn't really a single permanent "ChatGPT ranking" like Google position #3. ChatGPT can produce different answers depending on the prompt, location, personalization, search availability, and timing. The useful measurement is therefore something like:

For 500 relevant buyer prompts, our company was mentioned in 27%, had an average position of #3.2, received 14% share of voice, and was cited in 11% of answers.

The trackers repeatedly run standardized prompts to make that measurement meaningful over time. Otterly arbling.com

If you tell me your company/website and what industry you're in, I can also tell you exactly what prompts I'd track and which of these tools is the best fit.

If your goal is specifically “Does ChatGPT mention my company, and if so, where does it appear relative to competitors?”, you want an AI visibility / GEO tracking tool, not a traditional SEO rank tracker.

My picks

• otterly.ai — best starting point. It lets you define the prompts your customers might ask, then tracks ChatGPT and other AI engines for whether you're mentioned, your position/order in the answer, competitors, citations, sentiment, and share of voice. Otterly Otterly
• peec.ai — strong for competitive analysis. Particularly useful if you want to compare your visibility against a defined competitor set.
• tryprofound.com — best for enterprise/deep analytics. Better if you're running a serious GEO program and need granular prompt, citation, and competitive reporting. Refine AI
• conductor.com — worth considering if you already use Conductor. Its AI visibility offering specifically measures mentions, citations, sentiment, and competitive share in ChatGPT. OpenAI currently lists it as a ChatGPT app. OpenAI

One important distinction

Don't expect a metric exactly equivalent to “Google rank #3.” ChatGPT isn't a conventional 10-result SERP. The useful measurements are more like:

Prompt: “What are the best accounting software options for a 50-person company?”

Response:

1. Competitor A
2. Your Company ← position 2
3. Competitor B
4. Competitor C

Then aggregate hundreds of prompts into metrics such as:

• Mention rate: % of relevant prompts where you appear
• Average position: your average position when mentioned
• Top-3 rate: % of answers where you're in positions 1–3
• Share of voice: your mentions vs. competitors
• Citation rate: how often ChatGPT cites your website/content
• Prompt-level visibility: exactly which questions cause you to win/lose
• Competitive gaps: prompts where competitors appear but you don't

Otterly explicitly reports average rank, share of voice, mentions, citations, and competitor comparisons, which is why I'd start there. Otterly

If you tell me your company/website and your industry, I can also recommend the best tracker for your specific situation and lay out the exact 25–50 ChatGPT prompts I'd monitor.

If your goal is specifically “Does ChatGPT mention my company, and where does it appear compared with competitors?”, you want an AI search visibility / GEO tracker, not a traditional SEO rank tracker.

My shortlist

• rankability.com — probably the closest match to your wording. It tracks specific prompts, records whether your company is mentioned, its position in the answer, citations, and competing companies. It also supports location-aware queries. Rankability
• otterly.ai — good if you want broader AI-search monitoring beyond ChatGPT, including Perplexity, Google AI Overviews, Gemini, Claude and Copilot. It reports visibility, mentions, citations and competitors. Otterly
• peec.ai — another dedicated AI-visibility platform, particularly useful for marketing teams comparing visibility and share of voice across prompts and competitors. Conbersa
• tryprofound.com — worth considering if you're an enterprise and want much deeper AI-search analytics rather than just a lightweight tracker. MentionRadar

One important caveat about “rank”

ChatGPT doesn't have a stable equivalent of Google position #3. The answer can change between runs. So the best tools measure things like:

• Mention rate: “Company appears in 63% of tracked answers”
• Answer position: “When mentioned, average position = #2.4”
• Share of voice: your company vs. competitors
• Citation rate: how often ChatGPT links to your site
• Prompt-level results: exactly which customer questions produce or don't produce your company
• Historical trend: whether visibility is improving over weeks/months

That's why I'd prioritize a tool that stores the actual ChatGPT responses, rather than one that gives you a mysterious “AI visibility score.” getmentioned.co rank.ai

If you tell me your company/website and industry, I can also tell you exactly what prompts I'd track (e.g. 50–100 customer questions) and which of these tools I'd pick for your situation.

What you’re looking for is generally called an AI visibility / LLM visibility tracker or GEO (Generative Engine Optimization) tracker.

For your specific requirement — “Does ChatGPT mention my company, and if so, where does it rank in the answer?” — I’d shortlist these:

• peec.ai — probably the best fit if you specifically care about position/rank. It tracks whether you appear, your average position when mentioned, share of voice vs. competitors, sentiment, and the prompts producing those results. Peec AI
• ahrefs.com — particularly interesting if you already use Ahrefs. It analyzes AI visibility across a very large prompt dataset, including ChatGPT, and lets you benchmark brands. Ahrefs
• Profound — a stronger choice for larger companies/enterprise teams that need deeper AI-search and citation intelligence. Current industry comparisons consistently put it among the leading enterprise options. Refine AI Conductor
• Otterly.AI — worth considering if you want something simpler and less enterprise-oriented for monitoring prompts and citations. Refine AI

The important distinction

Don't just look for a tool that says “your brand was mentioned 37% of the time.”

For what you're asking, you want it to track something like:

Prompt: “What are the best accounting software platforms for a 50-person SaaS company?”

ChatGPT mentions: Your Company, Competitor A, Competitor B, Competitor C

Your Company: #2
Visibility: 64%
Share of voice: 31%
Citation sources: G2, Forbes, your website, Reddit, etc.

And then run that same prompt set repeatedly so you can see whether you're moving from #5 → #3 → #1 over time.

One caveat: AI answers don't have a single universal “Google-style rank.” A tracker calculates position within the generated answer, and results can vary based on prompt wording, model, location, personalization, and whether the model browses. That's why visibility + share of voice + position + citations together are much more useful than a single “rank” number. Peec AI RankScope

If you tell me your company/website and industry, I can recommend the best tool for your situation and lay out exactly what prompts you should track to measure your ChatGPT ranking.

The category you’re looking for is usually called AI visibility tracking, AI search monitoring, Generative Engine Optimization (GEO) tracking, or Answer Engine Optimization (AEO) tracking. These tools do not track a traditional “Google-style rank” because ChatGPT answers usually don’t have a fixed #1–#10 ranking page. Instead, they measure things like:

• Whether your company appears in answers to important prompts
• Your position/order when brands are listed (e.g., “#2 recommendation”)
• Share of voice vs. competitors
• Which prompts trigger your appearance
• Whether ChatGPT cites your website or other sources
• How your visibility changes over time BlueJar Search Engine Land

Tools worth evaluating:

A practical setup I’d recommend:

1. Define 50–200 buyer prompts

Examples:

• “Best [category] software for mid-market companies”
• “Alternatives to [competitor]”
• “Who are the leading [industry] providers?”
• “Compare [your company] vs [competitor]”
• Track weekly:

• Mention rate (% of prompts where you appear)
• Average position when listed
• Competitor share of voice
• Citation sources influencing answers
• Keep a manual “gold standard” log

Automated tools are useful, but ChatGPT responses can vary by model, region, account state, and time. Save important answer snapshots so you can see exactly what changed.

If your goal is specifically “where do we rank inside ChatGPT recommendations?”, I would prioritize a prompt-based tracker like RankBits or Profound rather than a general SEO suite. If your goal is SEO + AI search together, Semrush or Ahrefs may fit better. ahrefs.com semrush.com

The category you’re looking for is usually called an AI visibility tracker, AEO (Answer Engine Optimization) platform, or LLM brand monitoring tool. These tools track whether your company appears in ChatGPT answers, which prompts trigger it, which competitors appear instead, and (in some cases) your approximate position/order in recommendations. Semrush Search Engine Land

A few options:

A key nuance: ChatGPT does not work like Google rankings. There usually isn’t a fixed “rank #3” because answers can change based on:

• the exact wording of the prompt,
• user location,
• conversation context,
• model version,
• available sources.

The useful metrics are usually:

1. Mention rate — “How often does ChatGPT mention my company?”
2. Recommendation share — “When asked for the best tools/services, how often am I included?”
3. Position/order — “When multiple companies are listed, am I first, second, fifth, etc.?”
4. Citation share — “Does ChatGPT cite my website or competitors?”
5. Prompt coverage — “Which buyer questions trigger visibility?” Ahrefs Semrush

For most companies, I’d start with:

• Small/medium company: Ahrefs or Semrush for a practical dashboard.
• Company where ChatGPT recommendations directly drive sales: RankBits or a dedicated AI visibility platform.
• Enterprise marketing team: Profound or similar enterprise tooling.

If you tell me your company size, industry, and whether you care about ChatGPT only or ChatGPT + Perplexity + Gemini + Google AI, I can narrow it down.

If your goal is specifically “Does my company appear in ChatGPT answers, and what position does it appear in?”, you want an AI visibility / ChatGPT rank-tracking tool, not traditional SEO rank tracking.

My picks

• Best overall: semrush.com — Good if you already use Semrush. It tracks ChatGPT visibility, mentions, citations, competitors, and the prompts/topics where you appear. Semrush Semrush
• Best for exact ChatGPT position: rankability.com — Specifically reports where your brand appears in an answer (e.g. #1, #3, #7), competitor positions, mentions, and citations, with scheduled tracking. Rankability
• Good lightweight option: rankbits.com — Runs buyer prompts through ChatGPT and tracks mentions, citations, competitors, and placement; it also has a free scan. RankBits
• Good for broader AI search: rankscale.ai — Tracks prompt-level visibility and competitor movement across ChatGPT and other AI engines. Rankscale.ai

What I would track

Don't just track “Does ChatGPT mention us?”. Build a list of ~50–200 prompts your potential customers might actually ask, such as:

“What are the best [category] companies?”
“Best [product] for small businesses?”
“[Competitor] alternatives?”
“Compare [your company] vs [competitor].”
“Who are the leading [category] providers in [location]?”

Then track:

One important caveat: ChatGPT doesn't have a single fixed “Google-style ranking.” Answers can vary between runs, models, location, personalization, and whether web search is used. Good trackers therefore run the same prompts repeatedly and report a position/visibility trend rather than treating one response as an absolute rank. rank.ai Rankscale.ai

If you tell me your company/website and industry, I can recommend the specific tool and show you exactly what prompts I'd track to measure your ChatGPT ranking.

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

My shortlist

• Profound — best fit if you’re an enterprise/marketing team. It tracks brand mentions, citations, competitors, prompts, and visibility across AI engines. Current industry comparisons consistently put it in the enterprise tier. Tracemetry SeoVision
• Peec AI — a good choice if you mainly want a clean dashboard showing whether ChatGPT mentions you, which competitors appear, what sources ChatGPT cites, and how your visibility changes. Tracemetry Refine AI
• Otterly.ai — worth considering if you want something simpler/less expensive for ongoing monitoring. SeoVision Refine AI
• Ahrefs Brand Radar — interesting if your team already uses Ahrefs and wants AI visibility incorporated into an existing SEO workflow. AI Visibility Software

One important caveat about “rank”

ChatGPT doesn't have a stable Google-style position #1, #2, #3 ranking for every answer. OpenAI says ChatGPT Search ranking uses multiple factors such as relevance and intent, and top placement isn't guaranteed. OpenAI Help Center OpenAI

So I'd track these metrics instead:

• Mention rate: % of relevant prompts where your company appears
• Position/order: where your company appears within the generated answer when an ordered recommendation/list exists
• Share of voice: your mentions vs. competitors
• Citation rate: how often your website/content is cited
• Citation sources: which websites ChatGPT relies on when discussing your company
• Sentiment/recommendation: whether ChatGPT recommends you, neutrally mentions you, or favors a competitor
• Prompt-level history: the exact questions asked and the resulting answers over time

That gives you something much more actionable than a single “ChatGPT rank.”

If you tell me your company/website and your industry, I can also compare Profound vs. Peec vs. Otterly specifically for your use case and tell you which one I'd pick.

What you’re looking for is an AI search visibility / GEO (Generative Engine Optimization) tracker. It repeatedly runs the kinds of questions your customers ask in ChatGPT and measures:

• Whether your company is mentioned
• Where you appear in the answer — e.g. #1 recommendation, #4, etc.
• Share of voice versus competitors
• Which prompts produce mentions
• Which sources ChatGPT cites when mentioning you
• Changes over time

My picks

1. tryprofound.com — best if you want serious enterprise-grade tracking and detailed citation/visibility data. Current comparisons consistently put it toward the enterprise end. Bloomiro Geodocs
2. peec.ai — probably my pick for a typical marketing/SEO team. Good analytics around brand visibility, competitors and prompts. Conbersa Refine AI
3. otterly.ai — best place to start if you want something relatively inexpensive. It specifically tracks brand mentions and citations in ChatGPT and other AI search engines. Otterly

Important distinction: don't look only for a "brand mention monitor." You want one that records the position/order of recommendations within the generated answer and lets you define a fixed prompt set. AI answers aren't traditional 1–10 search rankings, and ChatGPT's search placement isn't guaranteed or deterministic. OpenAI itself says search-result placement is influenced by multiple factors and isn't guaranteed. OpenAI Help Center

If you tell me your company + industry + roughly how many prompts you want to track, I can compare Profound vs. Peec vs. Otterly specifically for your use case, including which one can give you the closest thing to "we're #3 when someone asks ChatGPT for the best X."

Yes — what you’re looking for is generally called an AI visibility / GEO (Generative Engine Optimization) tracker, not a traditional SEO rank tracker.

If your specific requirement is:

“For the prompts my customers ask ChatGPT, does my company appear, and if it does, is it #1, #2, #5, etc.?”

I’d shortlist these:

• otterly.ai — best fit for exact position tracking. It tracks your prompts across ChatGPT and other AI engines, stores the answers, and reports average rank, mentions, competitors, sentiment, and citations. Its documentation specifically describes an “AI Brand Ranking” that tracks positions over time. Semrush Otterly
• ahrefs.com — best if you also care about SEO. It tracks ChatGPT visibility, competitors, exact prompts/responses, citations, and AI Share of Voice. Its strength is measuring visibility across large sets of search-backed prompts rather than just a small manually chosen list. Ahrefs Ahrefs
• bonemeal.ai — worth looking at if you primarily want ChatGPT ranking. Its dashboard explicitly reports visibility, position, competitors, prompt-level results, sentiment, and cited sources. Bonemeal
• rankbits.com — good lightweight option. It runs buyer prompts through ChatGPT and reports mentions, citations, competitors, and visibility. RankBits

What I'd choose

If “where exactly do I rank?” is the most important requirement, I'd start with OtterlyAI.

If you're running a serious SEO/content program and want to connect Google rankings + ChatGPT visibility + competitor analysis, I'd lean toward Ahrefs Brand Radar.

One important caveat: ChatGPT doesn't have a single fixed ranking like Google does. The answer can vary based on the prompt, location, personalization, date, and whether ChatGPT is using web search. So the useful metric is really:

Prompt → ChatGPT answer → your brand mentioned? → position in answer → competitors ahead of you → sources/citations → change over time.

That's why these platforms monitor a set of commercially relevant prompts rather than claiming there's one universal “ChatGPT rank.” The volatility is significant; recent research, for example, has documented substantial changes in which sites ChatGPT cites over short periods. axios.com

If you tell me your company/website and what you sell, I can also suggest the 10–30 exact ChatGPT prompts I'd track to determine whether you're winning or losing AI search visibility.

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

If your goal is specifically:

“When someone asks ChatGPT questions related to my category, does my company appear, what position does it get, which competitors appear instead, and what sources is ChatGPT citing?”

I’d shortlist these:

• tryprofound.com — my pick for deep/enterprise tracking. Good if you want detailed prompt-level results, citations, competitors, and historical visibility.
• peec.ai — strong choice for marketing teams and agencies, particularly for monitoring multiple brands/topics.
• otterly.ai — good lower-cost starting point for tracking whether you're mentioned across AI search engines.
• conductor.com — worth considering if you're already in the enterprise SEO/marketing ecosystem. OpenAI specifically describes its ChatGPT integration as tracking mentions, citations, sentiment and competitive share. OpenAI

One important caveat about “rank”

ChatGPT doesn't have a simple Google-style #1–#10 ranking for every answer. ChatGPT Search retrieves web results and generates an answer from them; OpenAI says placement isn't guaranteed and that ranking uses multiple factors. OpenAI Help Center OpenAI Help Center

So the better metric is something like:

Prompt: “What are the best [your category] companies?”

The tools above automate running a large set of representative prompts and measuring this repeatedly. Prism News Acromatico

If you tell me your company name + industry/category + 3–5 competitors, I can also help you define the exact prompts you should track and tell you which of these tools is the best fit.

If you want to track whether your company appears in ChatGPT answers and where it ranks, you’re looking for an AI visibility / GEO (Generative Engine Optimization) tracking tool, not a traditional SEO rank tracker. ChatGPT does not have a fixed “position #1–10” ranking like Google; good tools measure things like:

• Whether your brand is mentioned
• Whether you are recommended vs. competitors
• Your share of voice
• Your average position/order in the answer (when measurable)
• Which prompts trigger appearances
• Which sources ChatGPT cites
• How results change over time

Rank.ai BonemealGood options:

A practical setup I’d recommend:

1. Pick your 20–100 highest-value customer questions, e.g.:

• “best [category] software”
• “[competitor] alternatives”
• “companies that provide [service]”
• “top vendors for [use case]”
• Track those prompts weekly or daily.
• Measure:

• Mention rate: “Does ChatGPT mention us?”
• Recommendation rate: “Does it suggest us as an option?”
• Position: “Are we first, middle, or last in the answer?”
• Citation share: “Does ChatGPT cite our website or competitors?”
• Keep screenshots or exported answers because AI responses can change between runs.

If you are a B2B company, I would lean toward a dedicated AI visibility tracker (Rankability, Rank.ai, RankBits, etc.). If you already have an SEO team using Ahrefs or Semrush, adding their AI visibility features is usually the easiest path. Ahrefs Semrush

If you tell me your company size (startup vs enterprise), industry, and whether you care more about brand mentions or being recommended as the #1 choice, I can narrow this down.

What you’re looking for is usually called AI visibility / GEO (Generative Engine Optimization) tracking, rather than traditional SEO rank tracking.

The important distinction: ChatGPT doesn’t have a stable “Google-style rank #1–#10.” Its answers can change between runs. Good tools therefore track your position/ordering within specific answers, plus your mention rate, share of voice, citations, competitors, and trends over time. www.rank.ai

My picks

Current comparisons generally put Profound at the enterprise/deep-data end, Peec in the marketing/analytics middle, and Otterly as a lower-cost entry point. www.datadab.com

For your exact question

If you mean:

“When someone asks ChatGPT ‘What are the best companies for X?’, does it mention my company, and if so is my company #1, #2, #3, etc.?”

I'd start with Peec AI or Profound. If the literal position inside the answer is your primary KPI, Rank Tracking AI is particularly relevant because it explicitly reports prompt-level position. ranktracking.ai

I'd also make sure whatever you choose lets you see the actual ChatGPT response, not just a proprietary “AI visibility score.” That's important because a 42% visibility score doesn't tell you why you're winning or losing.

And don't just track branded prompts such as "What does Acme do?". You want hundreds of unbranded buyer-intent prompts, e.g.:

• “Best [category] for a 50-person company”
• “[category] alternatives”
• “Best [category] for [use case]”
• “[competitor] vs [competitor]”
• “What companies offer [specific solution]?”

That gives you something much closer to a Google Search Console + rank tracker for ChatGPT.

If you tell me your company + industry + roughly how much you want to spend/month, I can narrow this down to the 2–3 tools I'd actually buy and explain exactly what each would let you measure.

What you’re looking for is usually called AI search visibility tracking, GEO tracking, or AEO tracking.

If your specific goal is:

“When someone asks ChatGPT a question relevant to my company, does my company appear, what position is it in, and which competitors appear above/below me?”

I’d start with OtterlyAI. It specifically tracks ChatGPT prompts, brand mentions, competitors, citations, and visibility over time. It also reports brand coverage/share of voice and can track citation/link-position changes. otterly.ai

My shortlist

Current comparisons put Profound, Peec, Otterly and Rankscale among the main dedicated AI-visibility platforms. pagelens.ai

One important caveat: there isn't a single permanent “ChatGPT ranking” analogous to Google position #3. ChatGPT answers can vary based on the prompt, conversation context, personalization, location, and retrieval. The trackers therefore repeatedly run a defined set of prompts and calculate your mention rate, position/rank, share of voice, competitors, and citations. otterly.ai

What I'd actually track

Set up a prompt set like:

• “What are the best [your category] companies?”
• “Best [category] for a small business”
• “[Category] alternatives to [competitor]”
• “Who are the leading [category] providers?”
• “Compare [your company] vs [competitor]”
• “What should I use for [specific customer problem]?”

Then monitor:

Prompt → ChatGPT answer → your rank → competitor ranks → mention/citation → sentiment → cited sources → change over time.

If you tell me your company + industry + 3–5 competitors, I can also identify the specific prompts I'd use to build your ChatGPT visibility tracker and tell you which of these tools is the best fit.

If your goal is specifically “Does my company show up in ChatGPT answers, and what position does it appear in?”, I’d use a dedicated AI visibility / GEO platform, not a traditional SEO rank tracker.

My top picks

1. peec.ai — best fit for granular ChatGPT tracking

• Tracks whether your brand appears in ChatGPT responses.
• Reports average position/rank, visibility %, share of voice, sentiment, and competitors.
• Lets you drill into individual prompts and see your position for that prompt.
• Tracks the sources/citations ChatGPT uses.
• Particularly useful if you want to answer: “For this exact question, am I #1, #3, or not mentioned?” Peec AI Peec.ai Docs
• tryprofound.com — best for enterprise/large-scale monitoring

• Tracks prompts across ChatGPT and other AI engines.
• Measures visibility, share of voice, citations, sentiment, and positioning. Profound Knowledge Base Profound
• Its Profound Index is especially interesting if you want to see how your company ranks against the broader category. It uses real AI-user conversations and provides industry leaderboards. Profound Profound

One important caveat

ChatGPT doesn't really have a conventional Google-style #1–#10 ranking. An answer might mention five companies, for example, but the ordering and even the companies included can change from one response to another.

So I'd track at least these four metrics:

Peec explicitly separates visibility from position, and its documentation says position is the average ranking when your brand appears. Peec AI Peec.ai Docs

If I were setting this up for a company today, I'd start with Peec AI if the primary question is “Where exactly do we appear in ChatGPT?” I'd choose Profound if you also want broader enterprise-grade market intelligence and industry benchmarking.

If you tell me your company/website and industry, I can also show you exactly what prompts I'd track and what dashboard/metrics I'd use to measure your ChatGPT visibility.

What you want is usually called an AI visibility / GEO (Generative Engine Optimization) tracker. It monitors a fixed set of buyer-style prompts and records whether your company appears, which competitors appear, whether you’re cited, and your position in the answer.

My picks

otterly.ai

If your exact question is: “When someone asks ChatGPT ‘What are the best companies for X?,’ where does my company appear?” — I'd start with OtterlyAI. Its reporting explicitly includes brand mentions, average brand position, competitors, prompts, and citations, and it can monitor ChatGPT alongside other AI engines. otterly.ai

OtterlyAI

One important distinction

ChatGPT doesn't have a traditional Google-style #1–#10 ranking. An answer might recommend 5 companies, mention 12 others, or give a prose answer with no ordered list. So a good tracker should capture:

• Mention rate: % of relevant prompts where you're mentioned
• Position/rank: where you appear when you're mentioned
• Share of voice: your visibility versus competitors
• Citation rate: how often ChatGPT links/cites your site
• Which prompts trigger you
• Which competitors beat you
• Exact answers/sources behind the measurements

Tools in this category explicitly describe the metric as appearance rate + average rank, rather than pretending ChatGPT has a conventional SERP position. www.answermonk.ai

If you give me your company name + what you sell + 2–3 competitors, I can also tell you exactly what prompts I'd put into a tracker to measure your ChatGPT visibility properly.

If your goal is specifically “Does ChatGPT mention my company, and what position does it give me relative to competitors?”, you want an AI visibility / AI search rank tracker, not traditional SEO rank tracking.

My shortlist

For example, Otterly.AI shows brand mentions, average brand position, competitors, prompts, geography, and trends. It can monitor ChatGPT alongside Perplexity, Gemini, Google AI, Copilot, etc. otterly.ai

Rankscale's ChatGPT rank tracker is particularly close to what you're describing: it tracks the prompts where you're mentioned, competitors appearing alongside you, citation sources, and prompt-level share of voice. rankscale.ai

Ahrefs' free AI Visibility Checker is a good no-cost way to test the concept first. It reports AI mentions, platforms, topics triggering mentions, and cited domains/pages. ahrefs.com

One important caveat

There isn't really a single permanent “ChatGPT ranking” analogous to Google position #3. ChatGPT answers can vary between runs. Good trackers therefore run the same prompts repeatedly and calculate metrics such as:

• Mention rate: company appeared in 73% of runs
• Average position: #2.4 when mentioned
• Share of voice: 18% vs. competitor A's 31%
• Prompt coverage: 42/100 relevant questions
• Competitor displacement: competitor appears where you don't
• Citations: which websites/pages ChatGPT relies on
• Sentiment/context: whether you're recommended positively or negatively

That repeated-measurement approach is important because a single ChatGPT query isn't a reliable ranking measurement. siftly.ai

If I were choosing today: I'd start with Otterly for a marketing team, Rankscale if your primary concern is exact prompt-level ranking, and Profound if you're an enterprise doing serious AI-search/GEO measurement. Independent 2026 comparisons similarly put Profound toward the enterprise end and Otterly/Peec toward more accessible monitoring. mentionsapi.com

If you tell me your company + industry + 3–5 competitors, I can also show you exactly what prompts you should track to measure your ChatGPT position properly.

What you’re looking for is generally called an AI visibility / GEO (Generative Engine Optimization) tracker. It’s different from traditional SEO rank tracking because ChatGPT answers aren’t a fixed list of 10 results; you want to measure whether your company appears, where it appears in the answer, how often it appears, and how it compares with competitors. trustdata.tech

My picks

For example, Otterly's dashboard reports brand mentions, average brand position, competitors, and visibility over time, while allowing you to monitor custom prompts across ChatGPT and other AI engines. otterly.ai

What I'd use

If your question is literally:

"When someone asks ChatGPT [question relevant to my business], does my company appear, and if so, are we #1, #2, #3, etc.?"

I'd start with Otterly or AnswerWatch.

AnswerWatch is particularly aligned with your wording: it describes itself as tracking "rank in answers, not in links" and shows which companies appear in an answer and their positions. answerwatch.com

If you're running a larger marketing/SEO program, I'd look at Profound. It is positioned more toward enterprise-scale AI visibility research and analytics. www.datadab.com

One important caveat

Don't treat a single ChatGPT answer as your company's "rank." AI responses can vary between runs. A good tracker therefore runs the same prompts repeatedly and reports things like:

• Mention rate: 72% of runs mention you
• Answer position: average #2.4
• Share of voice: 31%
• Citation rate: 48%
• Competitor comparison: You #2 vs. Competitor A #1
• Prompt-level results: exactly which questions cause you to appear/disappear

Daily repeated checks are particularly useful because LLM outputs are stochastic. www.rank.ai

If you tell me your company + industry + 3–5 things you want customers to ask ChatGPT, I can also recommend the specific tracker I'd choose and the exact prompt set I'd use to measure your AI rankings.

What you’re looking for is usually called an AI visibility / GEO (Generative Engine Optimization) tracker. It’s different from traditional SEO rank tracking because ChatGPT doesn't have one fixed SERP position; the answer can vary by prompt, model, location, personalization, and time.

For your specific requirement — “Does my company appear, and exactly where does it appear relative to competitors?” — I’d shortlist these:

My pick for your exact question

1. Rankability — probably the closest match.

Rankability ChatGPT Rank Tracker

It specifically says it tracks where your brand appears in the ChatGPT response, including whether you're the first or last brand mentioned, plus competitors and citations. www.rankability.com

2. Siftly — very good if you want a straightforward dashboard.

Siftly ChatGPT Visibility Tracker

It explicitly tracks ChatGPT ranking, mentions, share of voice, competitors, sources, and sentiment. Its dashboard can show a visibility rank such as #1, #2, #11, etc. siftly.ai

3. Otterly — better if you want to monitor all AI search rather than just ChatGPT.

Otterly AI

It monitors ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude, with prompt-level competitor and citation tracking. otterly.ai

4. Ahrefs Brand Radar — worth considering if your company already pays for Ahrefs.

Ahrefs AI Visibility Checker / Brand Radar

It tracks mentions, cited domains/pages, topics and competitors across ChatGPT and other AI platforms. ahrefs.com

One important distinction

I'd track three separate metrics, rather than just “rank”:

1. Mention rate — e.g. ChatGPT mentions you in 37% of relevant prompts.
2. Position — e.g. when mentioned, you're typically the #2 recommendation.
3. Share of voice — e.g. you get 18% of all brand mentions vs. Competitor A at 31%.

And also track citation rate separately: being mentioned by ChatGPT isn't the same as having your website cited/linked. ahrefs.com

If you tell me your company + what you sell, I can also identify the 10–30 prompts I'd recommend tracking (e.g. “best [category] for startups,” “alternatives to X,” “best [product] in 2026”) and tell you which tracker I'd use for your particular situation.

You’re looking for an AI visibility / GEO (Generative Engine Optimization) rank tracker—not traditional SEO rank tracking.

My top picks

1. Rankscale — best fit for your exact question
   • Tracks whether your company appears in ChatGPT.
   • Shows where it appears in the answer, competitors above/below it, citations, and share of voice.
   • Tracks specific prompts over time and across locations. rankscale.ai

2. Rankability — strong if you want traditional “rank tracking”
   • Records your brand's position in ChatGPT responses.
   • Tracks mentions, citations, competitors, and changes over time.
   • Supports location-specific tracking. www.rankability.com

3. Ahrefs AI Visibility Checker / Brand Radar — best if you already use Ahrefs
   • Measures mentions and citations across ChatGPT, Gemini, Perplexity, Copilot, and Google AI.
   • Its paid Brand Radar adds ongoing monitoring, custom prompts, historical data, and competitive benchmarking. ahrefs.com

4. GetMentioned — good for detailed answer-level analysis
   • Records the actual AI responses.
   • Reports where your brand ranks within each answer, by prompt, model, market, language, and topic. www.getmentioned.co

What I'd use

If your KPI is specifically:

“When someone asks ChatGPT a question relevant to my business, does my company appear, and if so, are we #1, #2, #3, etc.?”

I'd start with Rankscale or Rankability.

One important caveat: ChatGPT doesn't have a stable Google-style ranking position. The same prompt can produce different answers, and some answers aren't ranked lists at all. Good trackers therefore measure answer position + mention rate + share of voice + citations, rather than pretending there's a single permanent “Google rank” for ChatGPT. rankscale.ai

If you tell me your company and industry, I can also research the current tools and tell you which one gives you the most accurate competitor/ranking data for your specific use case, including pricing.

If your goal is “Does my company appear in ChatGPT answers, and exactly where does it appear relative to competitors?”, you want an AI visibility / LLM rank-tracking tool, not traditional Google rank tracking.

My picks

If “exactly where do we rank?” is your priority, I'd start with Rankscale or Rankability. Rankscale explicitly tracks answer positions, mentions, citations, competitors, and share of voice at the prompt level. rankscale.ai

Rankscale — ChatGPT rank tracker

Rankability — ChatGPT rank tracker

One important caveat

“Rank #3 in ChatGPT” isn't quite equivalent to Google position #3. ChatGPT generates an answer rather than returning a fixed 10-result SERP, and responses can vary. OpenAI also says ChatGPT Search ranking uses multiple factors and doesn't guarantee top placement. rankscale.aihelp.openai.com

So I'd track four metrics:

1. Mention rate — % of your target prompts where your company appears.
2. Answer position — where your company is mentioned/recommended relative to competitors.
3. Citation rate — % of answers that link to your website.
4. Share of voice — how often you're recommended versus competitors.

For example:

“Best payroll software for 50-person companies”

That's much more actionable than simply checking whether ChatGPT knows your brand exists.

If you tell me your company/category and 3–5 competitors, I can also recommend the best tool specifically for your situation and give you the exact prompts I'd track.

What you want is generally called AI visibility / AEO (Answer Engine Optimization) tracking. These tools repeatedly run the kinds of prompts your customers ask and measure:

• Whether your company appears
• Where it appears relative to competitors
• Share of voice / visibility
• Which prompts trigger your brand
• Which sources ChatGPT cites
• How your position changes over time

For your specific question—“Does my company appear in ChatGPT, and exactly where does it rank?”—I'd look at these:

The category has matured considerably in 2026; current comparisons consistently identify Profound, Peec, Otterly and Scrunch among the major AI-visibility platforms. www.conbersa.ai

My recommendation

If you're trying to answer this operationally every week, I'd start with Peec or Otterly.

For example, you'd give it prompts such as:

“What are the best [your category] companies?”
“What software should a [target customer] use for X?”
“Best alternatives to [competitor]”
“[Your category] companies for mid-market businesses”

It can then tell you something like:

Prompt: “Best CRM for a 100-person SaaS company”

1. Competitor A
2. Competitor B
3. Your Company ← position 3
4. Competitor C

and track that position across repeated runs.

That's more useful than simply asking ChatGPT yourself, because ChatGPT's answers can vary based on the query, context, personalization, and whether it searches the web. OpenAI confirms that ChatGPT Search can retrieve current web sources and return citations, so the exact answer isn't a single permanent ranking like a Google SERP position. openai.com

If you tell me your company name + what you sell + your main competitors, I can also tell you which of these tools I'd pick and what 20–50 prompts I'd set up to measure your ChatGPT visibility.

If your goal is “Does ChatGPT mention my company, and where does it appear relative to competitors?”, you want an AI visibility / AEO (Answer Engine Optimization) tracker, not a traditional SEO rank tracker.

My top picks

I'd start with Ahrefs Brand Radar if you already use Ahrefs. Its approach is particularly useful because it derives prompts from real search behavior rather than simply inventing a list of plausible ChatGPT questions. ahrefs.com

But there's an important catch with your phrase “where exactly it ranks.”

ChatGPT doesn't really have a fixed #1, #2, #3 ranking

Unlike Google, ChatGPT answers are probabilistic. Ask the same question repeatedly and the ordering of companies can change. Research and testing in 2026 indicate that traditional “rank position” is therefore a misleading metric. ahrefs.com

Instead, I'd track these metrics:

• Mention rate — % of relevant prompts where your company appears
• Answer position — where your company appeared in the generated list/answer
• Share of voice — your appearances vs. competitors
• Recommendation rate — how often ChatGPT recommends you
• Citation rate — how often your site is actually linked/cited
• Competitor displacement — which competitors appear when you don't
• Prompt-level results — the exact questions producing each result
• Trend over time — whether your visibility is increasing or declining

For example, instead of saying:

“We're #3 on ChatGPT.”

I'd want the dashboard to tell you:

Prompt: “Best payroll software for a 50-person company”
Your company: Mentioned 61% of runs
Typical position: 2.4
Competitor A: 78%, position 1.6
Competitor B: 54%, position 3.1
Your site cited: 37%
Competitor A cited: 63%

That's much more actionable.

Rank.ai is particularly aligned with this use case because it explicitly runs tracked prompts repeatedly and measures the percentage of runs in which a brand is mentioned or cited, rather than treating one ChatGPT response as a permanent ranking. www.rank.ai

If you tell me your company + industry, I can also recommend the best 2–3 tools for your specific situation and what I'd track, including which one is best if you care specifically about “we're #1 vs. competitor X for these 50 prompts.”

Yes — you want an AI visibility / GEO (Generative Engine Optimization) tracker, rather than a traditional SEO rank tracker.

My picks

1. Best for exactly what you described: Wellows ChatGPT Visibility Tracker
Wellows ChatGPT Visibility Tracker

It specifically tracks:

• Whether your company is mentioned
• Where it appears in the answer
• Explicit citations to your domain
• Implicit/third-party mentions
• Which prompts cause you to appear
• Competitor positions

It generates intent-based queries and reports citation position, so it's particularly close to your requirement of "Do we appear, and exactly where do we rank?" wellows.com

2. Best if you want broader AI-search monitoring: Ahrefs AI Visibility / Brand Radar
Ahrefs AI Visibility Checker

Good if you're already using Ahrefs. It checks ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews and reports mentions, topics, and cited domains. ahrefs.com

3. Best dedicated monitoring dashboard: Citations.io
Citations.io AI Visibility Tracker

It focuses on citation share, competitors, the exact answers where you're cited, and which sources are being selected instead of you. citations.io

One important caveat

Don't interpret an AI "rank" like a Google position. ChatGPT answers are non-deterministic: the same prompt can produce different answers and different citations at different times. Research published in 2026 found substantial variability in citation rankings across repeated queries. arxiv.org

So I'd track something like:

Prompt: "What are the best [category] companies?"
Brand mentioned: Yes
Position: #3
Competitors: A #1, B #2, C #4
Citation: yourdomain.com
Share of prompts: 38%
Sentiment/recommendation: Positive
Date/region/model: recorded for every run

If your primary requirement is literally "tell me every prompt where my company appears and whether we're #1, #2, #3, etc.," I'd start with Wellows. If you're building a serious SEO/GEO program across multiple AI engines, I'd look at a more comprehensive platform such as Ahrefs, Profound, Peec AI, or Otterly. Current comparisons put these in the main AI-visibility-monitoring category. alignify.co

If you tell me your company + industry + whether you care about ChatGPT only or all AI search, I can recommend the best tool and the exact prompts/metrics I'd track.

If your goal is specifically “Does my company appear in ChatGPT answers, for which queries, and what position does it occupy relative to competitors?”, you want an AI search visibility / GEO (Generative Engine Optimization) tracking tool, not traditional SEO rank tracking.

My shortlist

Ahrefs' current free checker is particularly useful for a first pass: it queries ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews and reports mentions, topics and cited sources. ahrefs.com

For “where exactly do I rank?”, I'd lean toward Peec AI or Profound. The important distinction is that AI answers don't have a single stable SERP-style ranking: the same prompt can produce different answers, and rankings can differ substantially between models. Recent research found only 41.6% agreement on the top-recommended brand across three AI models. arxiv.org

What I would actually track

For each important customer prompt, I'd want a dashboard like:

Prompt: “What are the best [category] companies?”
ChatGPT: You #3
Gemini: You #5
Perplexity: You #2
Claude: Not mentioned

Competitors: A #1, B #2, you #3
Mention rate: 62%
Share of voice: 18%
Citations: 14 domains
Sentiment: Positive
Trend: ↑ 7% vs. last month

That's much more useful than simply monitoring whether your company name appears.

If you tell me your company/website and industry, I can also recommend the best tool for your specific situation and give you a concrete tracking setup (prompts, competitors, metrics, and reporting cadence).

If you mean tracking your company’s visibility in ChatGPT answers—e.g. whether ChatGPT mentions you, how often, and whether you’re #1 vs. #5 in recommendations—you want an AI visibility / LLM SEO tracking tool.

The main categories to look for are:

• LLM/AI visibility trackers — monitor prompts across ChatGPT and other AI assistants, recording mentions, citations, competitors, and position/rank.
• Share-of-voice trackers — quantify how frequently your brand appears versus competitors.
• Citation/source trackers — show which pages ChatGPT cites when recommending or discussing your company.
• Prompt monitoring — lets you define a fixed set of customer-like questions and repeatedly measure the answers over time.

If you tell me your company/website and which markets or competitors you care about, I can research the current tools and recommend the best one for tracking ChatGPT specifically, including whether it can measure exact position/rank, mentions, citations, and historical changes.

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

If your specific question is “When someone asks ChatGPT a category question, does my company appear, and if it gives a ranked list, what position am I in?”, I’d shortlist:

1. Otterly AI — probably the best starting point for a straightforward tracker. It monitors prompts across ChatGPT and other AI engines, records mentions/citations, and compares your visibility with competitors. otterly.ai
2. Semrush AI Visibility Toolkit — best if you already use Semrush. It tracks specific prompts, mentions, citations, competitors, sentiment, and visibility by AI platform. www.semrush.com
3. Profound — better suited to larger companies/enterprise programs where you want deeper analysis of how AI platforms represent your brand. Current comparisons generally put it in the enterprise tier. www.semrush.com

One important distinction

There isn't really a universal “Google-style rank #7 on ChatGPT” because ChatGPT doesn't have a single stable 10-result SERP. The same prompt can produce different answers depending on model, location, personalization, web availability, timing, and other factors.

So a good tracker should capture something like:

Prompt: “Best CRM for a 50-person SaaS company”
ChatGPT: You appear
Position: #3 of 8 recommended companies
Competitors: HubSpot #1, Salesforce #2, Your Company #3
Citation: yourcompany.com/pricing
Sentiment: positive
Share of voice: 18%
Date: Aug. 8, 2026

That's much more useful than simply knowing whether ChatGPT mentioned you.

If exact answer position is your #1 requirement, I'd specifically evaluate the tools on whether they expose the actual ordered position within each generated answer, rather than just an overall visibility score. Some tools emphasize visibility/mention rate instead.

If you tell me your company/website and industry, I can also recommend the best tracker for your situation and lay out exactly which prompts you should monitor.

If you want to track whether your company appears in ChatGPT answers and where it ranks, you’re looking for an AI search visibility / Generative Engine Optimization (GEO) tracking tool rather than a traditional SEO rank tracker.

A few categories of tools to consider:

A few things to know:

• There is no universal “ChatGPT ranking position” like Google’s #1–#10 results. ChatGPT answers are generated, not a fixed search results page.
• Good AI visibility tools usually measure:
  • Mention rate: “How often does ChatGPT mention my company?”
  • Position/share of voice: “Am I the first brand mentioned? How often am I recommended vs competitors?”
  • Prompt coverage: “For which buyer questions do I appear?”
  • Citation presence: “Does ChatGPT cite my website or sources associated with me?”
  • Competitor comparison: “Who appears instead of me?”

For a practical setup:

1. Build a list of 50–200 prompts your customers would ask ChatGPT (e.g., “best CRM for small businesses,” “alternatives to [competitor],” “top providers for [category]”).
2. Run those prompts regularly through a GEO tracker.
3. Track:
   • appearance frequency
   • first/second/third mention share
   • competitors replacing you
   • sources ChatGPT relies on

If you’re a small or mid-sized company, I’d start with a GEO-focused tool like Peec AI or Otterly.AI. If you’re an enterprise brand with SEO teams, Profound is closer to what large companies use for AI visibility monitoring.

If your goal is to understand how often your company is mentioned in ChatGPT responses, how it compares to competitors, and where it ranks in AI-generated answers, you're looking for the emerging category often called AI search monitoring or LLM visibility.

Some of the leading tools include:

These tools typically let you:

• Monitor hundreds or thousands of prompts automatically.
• Track whether your company is mentioned.
• Measure your ranking relative to competitors (for example, "top CRM software" or "best cybersecurity platforms").
• See citations and sources AI models rely on.
• Track changes over time with dashboards and alerts.
• Compare visibility across multiple AI systems, such as ChatGPT, Claude, Gemini, and Perplexity (coverage varies by tool).

One important caveat is that there isn't a single, fixed "ChatGPT ranking." ChatGPT's responses can vary based on:

• the exact wording of the prompt,
• whether web search is enabled,
• the user's location,
• the model version,
• and personalization or conversation context.

Because of that, these platforms generally estimate visibility by running large sets of standardized prompts repeatedly and measuring:

• mention rate,
• average position in lists,
• sentiment,
• share of voice versus competitors,
• and consistency over time.

For most enterprise marketing teams, Profound is one of the most mature offerings. For SMBs or agencies, Otterly.AI and Peec AI tend to be more approachable and lower-cost.

If your primary concern is ChatGPT specifically (rather than AI search in general), I can also suggest which platforms currently have the strongest coverage for monitoring ChatGPT responses versus other AI assistants.

If your goal is to track whether your company is mentioned in ChatGPT answers, how often it appears, and where it ranks relative to competitors, you're looking for the emerging category of LLM visibility or AI search optimization (AISO/GEO) tools.

Some of the strongest options are:

These tools generally:

• Run hundreds or thousands of prompts relevant to your industry.
• Measure whether your brand appears in responses from models such as ChatGPT, Gemini, Claude, and Perplexity.
• Estimate your position in the answer (for example, first recommendation vs. third mention).
• Track changes over time.
• Compare your visibility against competitors.
• Surface which prompts generate mentions and which don't.

A few caveats:

• ChatGPT doesn't have a fixed "ranking" like a search engine. Responses vary by model, prompt wording, personalization, and whether web search is enabled. These tools estimate ranking by repeatedly testing standardized prompts.
• Different AI systems can produce different results, so it's useful to monitor multiple models rather than only ChatGPT.

If you're just getting started, I'd recommend:

• Small business/startup: Peec AI or Goodie AI.
• Mid-market or enterprise: Profound.
• Already using SEO software: Semrush AI Toolkit, since it integrates with broader SEO workflows.

If you're interested, I can also explain how these tools actually measure ChatGPT rankings, since they work quite differently from traditional Google rank trackers.

If your goal is specifically to monitor whether your company is mentioned in ChatGPT responses and where it ranks among competitors, you're looking for an emerging category often called LLM visibility, AI search optimization, or AI brand monitoring.

Here are some of the strongest options:

What the best tools measure

A good platform should tell you things like:

• Your share of voice across hundreds or thousands of prompts.
• Whether your brand is mentioned at all.
• Your position (e.g. first recommendation vs. fifth).
• Which competitors appear alongside you.
• Which sources AI models appear to rely on.
• Changes in visibility over time.
• Geographic or industry-specific differences, if supported.

If you're a startup or SMB

A good starting point is:

1. Otterly.AI — simple and affordable.
2. Peec AI — more advanced competitive tracking.
3. Profound — if AI visibility is a major business KPI and you need enterprise-grade reporting.

One important limitation

Unlike Google Search, ChatGPT responses are not deterministic. The same prompt can produce different answers depending on:

• the model version,
• whether web search is enabled,
• the user's location,
• conversation history,
• personalization.

Because of that, these platforms don't measure a single "ranking." Instead, they run the same prompts repeatedly and report metrics such as:

• appearance rate (how often you're mentioned),
• average position when mentioned,
• share of voice compared with competitors.

Those metrics are generally more meaningful than trying to assign a fixed rank.

If your company is investing seriously in AI discoverability, I'd lean toward Profound or Peec AI. If you're just beginning to measure AI visibility, Otterly.AI is a practical and lower-cost entry point.

If you want to measure how often your company appears in ChatGPT responses and where it ranks, you're looking for what's increasingly called LLM visibility, AI search optimization (AIO), or LLM SEO. There isn't a built-in ChatGPT analytics dashboard for this, so third-party tools simulate prompts and track results over time.

Some of the better-known options include:

These tools typically:

• Run hundreds or thousands of prompts related to your industry.
• Check whether your company is mentioned.
• Record where you appear (for example, 1st, 3rd, or 7th recommendation).
• Compare your visibility against competitors.
• Show trends over time.
• Sometimes identify which pages on your website are most likely influencing AI answers.

A few caveats:

• ChatGPT doesn't have a single fixed ranking. Answers can vary depending on the user's prompt, region, conversation history, model version, and whether web search is used. These tools estimate visibility by testing representative prompts repeatedly rather than measuring a universal "rank."
• Different AI assistants (ChatGPT, Gemini, Claude, Perplexity, etc.) may produce different results, so many platforms track several models separately.

If you're looking for the most comprehensive enterprise solution, Profound is one of the leaders in this space. If you're a startup or small business, Otterly.AI or Goodie are often more approachable.

If your goal is simply to monitor a handful of important prompts yourself, you can also build a lightweight tracker using the OpenAI API or other LLM APIs:

1. Define a set of prompts your customers would ask.
2. Run them daily or weekly.
3. Parse the responses for company mentions.
4. Record your position and sentiment in a database or spreadsheet.
5. Compare results over time.

That DIY approach is inexpensive if you only need to monitor dozens of prompts instead of thousands.

If your goal is to measure how often your company is mentioned in ChatGPT responses and where it appears relative to competitors, you're looking for what's increasingly called LLM visibility or AI search optimization (AISO/GEO) tracking.

Some of the leading tools include:

What these tools actually measure

Most platforms repeatedly ask models questions such as:

• "Best CRM for startups"
• "Top accounting software"
• "Best project management tool"

They then record:

• whether your company appears
• its position in the answer (1st, 2nd, etc.)
• which competitors appear
• sentiment or recommendation strength
• whether the model cites your website
• changes over time

Many also run the prompts across multiple models (ChatGPT, Gemini, Claude, Perplexity, Copilot, etc.) because rankings differ.

Important limitation

Unlike Google Search, ChatGPT doesn't have a single universal ranking. Results vary based on factors such as:

• the exact prompt
• the model version
• whether web search is enabled
• the user's location
• conversation history
• personalization

Because of this, these tools estimate visibility by running hundreds or thousands of standardized prompts rather than reporting one definitive "rank."

If you're on a budget

You can build a lightweight monitoring system using the APIs from major LLM providers:

• Maintain a list of 100–1,000 prompts relevant to your industry.
• Query ChatGPT, Claude, Gemini, and other models on a schedule.
• Extract company names from the responses.
• Calculate metrics such as:
  • Mention rate (% of prompts where your brand appears)
  • Average position
  • Share of voice versus competitors
  • Trends over time

This approach is often sufficient for startups and can cost much less than an enterprise platform.

If you tell me your company, industry, and budget (for example, under $200/month, under $1,000/month, or enterprise), I can recommend the most suitable tracking solution.