ChatGPT answers, unedited

If your goal is to track and compare your brand’s visibility across AI answer engines over time (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.), I’d look at tools in the emerging AI visibility / answer engine optimization (AEO) monitoring category. The best choice depends on whether you’re a startup, marketing team, or enterprise brand. TechnologyAdvice

My shortlist

What I’d choose by scenario

If you’re a large brand with PR, SEO, and content teams

Start with Profound. It is designed around monitoring how brands appear in AI-generated answers and understanding the prompts and sources behind those answers. TechnologyAdvice

If you already use SEO tooling

Use Ahrefs Brand Radar or Semrush’s AI visibility capabilities so your AI visibility data sits alongside search rankings, backlinks, and content metrics. Ahrefs TechnologyAdvice

If you want a lighter-weight AEO dashboard

Look at OtterlyAI or similar dedicated AI visibility trackers. They are focused specifically on questions like:

• “Does ChatGPT mention us when buyers ask for solutions?”
• “Which competitors appear instead?”
• “Which sources are AI engines citing?” TechnologyAdvice

Metrics I’d make sure the tool supports

A good platform should track:

• Mention rate — how often your brand appears in answers
• Share of voice — your visibility compared with competitors
• Citation rate — whether AI engines cite your website or other sources
• Prompt-level history — changes over weeks/months for the same customer questions
• Engine breakdown — ChatGPT vs Gemini vs Perplexity vs Claude, etc.
• Source analysis — which websites influence AI answers
• Raw answer storage — so you can inspect what the model actually said, not just a score Kitbase Prism

For most marketing teams, I’d start by defining a set of 50–200 buyer prompts (e.g., “best [category] tools,” “[competitor] alternatives,” “how to solve [problem]”) and run those continuously. The quality of the prompt set matters as much as the dashboard. Kitbase

If you tell me your company size (startup / mid-market / enterprise), industry, and which engines matter most (ChatGPT only vs all major engines), I can narrow this to 2–3 options.

Look at OtterlyAI or similar dedicated AI visibility trackers. They are focused specifically on questions like:

I’d shortlist Profound for an enterprise brand team. It tracks visibility, mentions, citations, competitors, and prompt-level results across multiple AI answer engines, making it suitable for measuring change over time rather than doing one-off checks. TechnologyAdvice Citation Hawk

Other options:

• Peec AI — strong dashboarding and competitive gap analysis. The Rank Masters
• OtterlyAI — lower-cost, prompt-based monitoring. The Rank Masters
• Ahrefs Brand Radar — useful if you're already using Ahrefs for SEO. TechnologyAdvice
• Semrush AI Visibility Toolkit — good if you want AI visibility integrated with an existing SEO workflow. Semrush

For your use case, I’d specifically compare Profound vs. Peec AI vs. Ahrefs Brand Radar based on engine coverage, prompt volume, competitor share-of-voice, citation tracking, and historical reporting.

If your goal is specifically tracking and comparing brand visibility across AI answer engines over time, I’d shortlist Peec AI and Profound, with Peec AI as my default recommendation for most marketing teams.

1. Peec AI — best overall fit

Peec AI is purpose-built around AI visibility tracking. It measures:

• Visibility — how often your brand appears in AI answers
• Position — where you appear when mentioned
• Sentiment / brand perception
• Share of voice vs. competitors
• Citations and source visibility
• Performance by AI engine, prompt, topic, country, and time period

It currently covers major engines including ChatGPT, Perplexity, Gemini, Google AI Overviews/AI Mode, Claude, Copilot and others, with daily tracking. Peec AI Peec AI

The particularly useful part for your use case is the historical trend and competitor benchmarking: you can see whether visibility is increasing or declining, which engines are responsible, and where competitors are gaining ground. Peec also now connects AI visibility with actual AI-referred website traffic and conversions, which is useful if you're trying to move beyond a vanity metric. Peec AI

peec.ai

2. Profound — best for enterprise/deeper analysis

Profound is the one I'd investigate if you're an enterprise brand or have a large SEO/content/PR operation.

Its Answer Engine Insights tracks visibility, share of voice, sentiment, positioning and citations across answer engines, with historical comparisons and filtering by platform, topic and region. Profound Help Center Profound Help Center

A major differentiator is its large underlying dataset of real user AI conversations, which it uses to help identify which prompts are actually worth tracking rather than making you guess a list of keywords. Profound Profound

tryprofound.com

My pick

If I were evaluating one tool first, I'd start with Peec AI. Its metric set maps almost exactly to your question: “How visible is our brand in AI answers, how does that compare with competitors, and is that changing over time?” Peec AI

One caveat: don't judge these platforms solely by their headline "visibility score." I'd specifically test whether the tool gives you consistent prompt sets, engine-level breakdowns, competitor tracking, historical data, citations, and regional segmentation. AI answers are inherently variable, so methodological consistency matters a lot when you're measuring change over time.

If your goal is specifically to track your brand’s visibility across AI answer engines over time and benchmark competitors, I’d shortlist these:

My top pick: tryprofound.com

Profound is probably the strongest choice if this is becoming a serious GEO/AEO measurement program rather than just an occasional check.

It tracks visibility across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude, Copilot, Grok, and others, and lets you compare brands by prompt, topic, and engine. Its metrics include visibility score, visibility rank, citation share, share of voice, sentiment, and position. Profound Profound

A particularly useful feature is that it can identify who your actual AI competitors are based on which brands get cited for the prompts you care about—not merely the competitors you manually enter. Profound

Strong alternative: peec.ai

I'd choose Peec if you want something particularly focused on marketing-team reporting and ongoing trend analysis. It tracks visibility, position, sentiment, and share of voice across ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, Copilot, and other engines. Peec AI Peec AI

It also recently added AI referral analytics, connecting visibility with actual sessions, conversions, and revenue coming from AI assistants. Peec AI

How I'd choose

For your exact wording—“track and compare our brand's visibility in various AI answer engines over time”—I'd start with Profound. It is built around exactly that use case, including daily prompt monitoring and historical competitive benchmarking. Profound Help Center Profound

One caveat: don't judge these platforms solely by a single “AI visibility score.” I'd want to track mention rate + position + share of voice + citations + sentiment, broken down by engine, topic, prompt, and competitor. That gives you a much more useful longitudinal picture than one aggregate score. Peec AI

If you tell me your industry, approximate company size, and whether you need enterprise reporting, I can narrow this down to 2–3 tools and compare pricing, engine coverage, historical tracking, competitor benchmarking, API/export, and reporting.

If your goal is specifically to track brand visibility across AI answer engines and compare it with competitors over time, I’d shortlist three tools:

1. tryprofound.com — best for enterprise/serious competitive intelligence.

It tracks prompts daily across ChatGPT, Gemini, Perplexity, Google AI Overviews, Copilot, Grok and others, with visibility, share of voice, citations, sentiment, positioning, and competitor benchmarking. Profound Help Center Profound

2. peec.ai — my pick for a marketing team.

It has a particularly clean focus on visibility, position, sentiment and share of voice, with competitor comparisons and daily tracking. It also lets you segment by model, country and prompt type, which is useful for measuring trends rather than just taking snapshots. Peec AI Peec AI

3. otterly.ai — good if you want broad engine coverage and reporting.

It tracks ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude, with daily mentions, rank, sentiment, share of voice and citation tracking. Otterly AI Otterly

What I'd choose

Peec AI would be my starting recommendation if you're building an ongoing AI visibility dashboard for your brand.

I'd track these KPIs monthly/weekly:

• AI visibility: % of relevant answers mentioning your brand
• Share of voice: your mentions vs. competitors
• Average position: where you appear when recommended
• Citation share: how often your site/content is used as a source
• Sentiment/perception: how the AI describes your brand
• Engine-level performance: ChatGPT vs. Gemini vs. Perplexity vs. Google AI
• Prompt-level performance: which customer questions you win/lose
• Trend over time: visibility and competitive position before/after campaigns

One important distinction: don't treat "AI visibility" as a single universal ranking like traditional Google SEO. Different answer engines generate answers differently, so consistent prompt sets + repeated measurement + competitor benchmarking are more meaningful than a single score.

If you tell me your industry, approximate company size, and whether this is for SEO/GEO, brand/PR, or executive reporting, I can narrow this to the best 1–2 tools and compare pricing/features.

If your main goal is tracking brand visibility across AI answer engines and comparing it with competitors over time, I’d shortlist these three:

1. otterly.ai — best overall for straightforward tracking

This would be my default recommendation for a marketing team.

• Tracks ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Copilot, and Claude. Otterly Otterly AI
• Runs tracked prompts daily, giving you trend data over time. Otterly AI
• Measures brand coverage, share of voice, average rank, sentiment, citations, and competitor performance. Otterly
• Lets you see which prompts cause you to appear/disappear and which URLs AI engines cite.
• Supports reporting/export and an API, which is useful if you eventually want to feed the data into your BI stack. Otterly

Best fit: You want a relatively focused monitoring/benchmarking product without buying a giant enterprise platform.

2. tryprofound.com — best for enterprise/strategic GEO

Profound is the one I'd investigate if you're a larger brand with a serious AI-search program.

It tracks a broader set of answer engines, including ChatGPT, Perplexity, Claude, Gemini, Copilot, Google AI Overviews/AI Mode, Grok and DeepSeek. Its Answer Engine Insights includes visibility, share of voice, sentiment, citations, competitor rankings, and changes across time, regions, topics and personas. Profound Profound

The distinction is that Profound goes beyond monitoring into prompt-demand research, optimization, agents and AI crawler/agent analytics.

Best fit: Enterprise marketing, SEO/GEO, PR or content teams that want a broader AI-search intelligence platform.

3. peec.ai — best for clean visibility/SOV analytics

Peec is particularly appealing if you want a dashboard centered around visibility metrics.

It measures:

• AI visibility
• Average position
• Sentiment
• Share of voice
• Competitor comparisons
• Citation/source intelligence

It also lets you segment results by model, country and prompt/audience tags, with daily tracking. Peec AI Peec AI

Best fit: Teams that want clean, comparable AI-visibility metrics and useful segmentation without necessarily needing the broader enterprise platform around them.

My pick

For your exact wording — "track and compare our brand's visibility in various AI answer engines over time" — I'd start with OtterlyAI, then compare it directly against Profound if this is an enterprise-level initiative.

One important consideration: don't just track "was our brand mentioned?". Your dashboard should ideally measure visibility/coverage + position + share of voice + sentiment + citations + competitors, because a brand can be mentioned frequently while still losing the recommendation battle to competitors. OtterlyAI and Peec both explicitly support this richer measurement model. Peec AI Otterly

If your main goal is tracking brand visibility across AI answer engines and comparing it with competitors over time, I’d shortlist these:

My top pick: OtterlyAI

It’s probably the best fit for a marketing/brand team that wants a straightforward AI visibility dashboard rather than a broader enterprise SEO suite.

It tracks your prompts across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Microsoft Copilot, and Claude, with daily monitoring. You can compare brands on visibility/coverage, share of voice, average position, sentiment, mentions, and citations, and watch those metrics change over time. otterly.ai

It also supports reports/exports and an API, which is useful if you want to feed AI visibility into an existing marketing dashboard. otterly.ai

Two alternatives worth evaluating

Profound — I'd consider this if you're an enterprise team and want deeper answer-engine intelligence. It tracks ChatGPT, Perplexity, Claude, Copilot, Google AI Overviews/AI Mode, Gemini, Grok and DeepSeek, including visibility, share of voice, sentiment, citations and competitor rankings across regions/topics/personas. www.tryprofound.com

Peec AI — particularly interesting if you want to go beyond monitoring and get recommendations for improving visibility. It tracks visibility, position, sentiment and share of voice, and identifies the sources influencing AI answers. peec.ai

Quick recommendation

For your specific wording, I'd start with OtterlyAI. The important thing is that it doesn't just count mentions: you can establish a fixed set of customer prompts, track the same prompts repeatedly, benchmark competitors, and see whether your share of voice is actually improving over weeks/months. otterly.ai

If you tell me your company size, industry, number of brands/products, and approximate budget, I can also compare Otterly vs Profound vs Peec vs Ahrefs/Semrush and recommend the best one.

If you want to track and compare your brand’s visibility across AI answer engines (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.), I’d shortlist these tools:

A few newer/specialized options worth evaluating:

• GetMentioned — focuses on daily AI mention tracking, visibility scores, competitor comparisons, and prompt-level insights across ChatGPT, Gemini, and Perplexity. GetMentioned
• Search Prism — useful if you want to store actual AI answers over time and analyze mentions, ranking position, competitors, and cited URLs. Prism
• MentionPilot — provides dashboards for visibility, sentiment, prompt tracking, and competitor comparisons. MentionPilot

My recommendation by use case

• Enterprise marketing / PR team: Start with Ahrefs Brand Radar or Profound. You’ll likely care about dashboards, competitor benchmarking, and reporting. Ahrefs
• SEO team adding “AI search” to existing workflows: Ahrefs is probably the easiest fit.
• GEO specialist or growth team: Look at Peec AI, Search Prism, or GetMentioned because they emphasize prompt-level analysis rather than just a score. GetMentioned Prism
• Startup wanting a lightweight tracker: Try one of the newer AI visibility trackers before committing to an enterprise platform. Zene

Metrics I’d insist the tool supports

A good AI visibility tracker should measure more than “mentions”:

• Share of voice: What percentage of relevant AI answers mention you vs. competitors
• Prompt coverage: Which customer questions produce your brand in answers
• Position/ranking: Whether you appear as the first recommendation or buried later
• Sentiment/context: Whether AI describes you positively, negatively, or neutrally
• Citation sources: Which websites AI engines rely on when mentioning competitors
• Trend history: Weekly/monthly changes over time
• Engine breakdown: Separate views for ChatGPT vs. Gemini vs. Perplexity vs. others

If I were setting this up for a brand today, I’d run a 30-day bake-off: track 50–100 customer-intent prompts across 3–5 engines, compare competitor share of voice, and choose the tool that gives the clearest “why are we winning or losing?” answer—not just the highest visibility score.

If you want to track and compare your brand’s visibility across AI answer engines over time, I’d shortlist these tools:

My recommendation by use case

• Marketing team / SEO team: Start with Ahrefs Brand Radar. It is the most natural fit if you already measure organic search performance and want AI visibility as a new channel. Ahrefs
• AEO/GEO-focused team (trying to win AI recommendations): Use Kitbase or Prism because they emphasize the actual prompts, answers, competitors, and cited sources rather than only a score. Kitbase Prism
• Enterprise brand monitoring: Look at Clovion or similar platforms if you need reporting across many products, markets, and competitors. Clovion AI

Whichever tool you choose, I’d make sure it measures these five things:

1. Mention rate — how often AI engines name your brand.
2. Recommendation rate — whether AI actually suggests you as an option.
3. Share of voice — your visibility versus competitors.
4. Citation sources — which websites AI systems rely on when discussing your category.
5. Historical trend — whether visibility is improving or declining.

A practical setup is to track 50–200 customer-intent prompts (for example, “best [category] for enterprise teams,” “alternatives to [competitor],” “how to choose [solution]”) weekly across ChatGPT, Gemini, Perplexity, and Google AI results, then report the movement like an SEO rank tracker. Ahrefs Prism

If you tell me your industry, company size, and whether you care more about PR/brand awareness or product discovery, I can narrow this to the best 1–2 options.

If your goal is specifically “How visible is our brand in AI answers, and is that improving over time?”, I’d shortlist two tools:

My pick: tryprofound.com

Profound is probably the strongest fit for a marketing/brand team that wants serious longitudinal tracking. Its Answer Engine Insights tracks:

• Visibility score and share of voice
• Competitor visibility and positioning
• Citations and which websites influence AI answers
• Sentiment and how AI describes your brand
• Performance by AI engine, topic, region, and time
• Daily measurements using the actual consumer-facing interfaces of ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews/AI Mode, Copilot, Grok, and DeepSeek. Profound Profound Knowledge Base

The particularly important distinction is that Profound says it captures responses from the front-end experiences customers actually use, rather than simply querying APIs. That makes the historical comparisons more representative of real-world AI search visibility. Profound

Strong alternative: peec.ai

I'd look closely at Peec if you want something somewhat more focused on AI-search analytics and competitive benchmarking. It tracks visibility, average position, sentiment and share of voice, with daily measurements and breakdowns by engine, region and prompt type. Peec AI Peec AI

Peec also makes it easy to see which third-party sources are driving AI mentions, which is useful if the goal isn't merely measurement but figuring out why a competitor is appearing more often than you. Peec AI

How I'd choose

One important caveat: don't treat an AI visibility score like a traditional Google ranking. AI answers are probabilistic and can change from one query to the next. The useful KPI is the trend across a stable set of prompts, ideally segmented by engine, market, intent, and competitor—not a single daily score. Profound explicitly addresses this by running tracked prompts daily and aggregating the resulting responses. Profound Profound Knowledge Base

If you tell me your approximate company size/budget and which AI engines matter most (e.g. ChatGPT + Gemini + Perplexity), I can narrow this to the best 2–3 options and compare pricing, coverage, prompt volume, APIs, and reporting.

For tracking and comparing your brand’s visibility across AI answer engines (ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, etc.), I’d look at AI visibility / answer engine optimization (AEO) platforms rather than traditional SEO rank trackers. These tools typically monitor a fixed set of buyer prompts over time, record whether your brand appears, compare competitors, and analyze citations/sources. Geodeck Ansvisor

My shortlist:

My recommendation by scenario

• Enterprise / global brand: Start with Profound. It is designed around large-scale AI visibility measurement and competitive analysis. Geodeck
• B2B SaaS or marketing team wanting actionable insights: Consider Peec AI or Semrush AI Visibility. AI Visibility Software
• SEO team expanding into AI search: Add Ahrefs Brand Radar or SE Ranking AI Visibility so AI and organic search data live closer together. Geodeck SE Ranking
• Early-stage experiment: Use a lighter tool such as Otterly.AI and build a prompt library before investing heavily. AI Visibility Software

What I’d measure (regardless of tool)

Avoid a single “AI visibility score.” Track:

1. Mention rate — how often your brand appears in answers.
2. Recommendation rate — whether the AI actually recommends you versus merely mentioning you.
3. Share of voice — your visibility compared with competitors.
4. Citation share — which domains and pages AI engines rely on when discussing your category.
5. Sentiment/positioning — whether the AI describes your brand accurately and favorably.
6. Trend over time — weekly or monthly movement by engine and prompt category. Ansvisor Koalr

If you tell me your company size, industry, main competitors, and whether you care more about ChatGPT/Claude-style assistants or Google AI search, I can narrow this to 2–3 tools.

If your goal is specifically tracking brand visibility in AI-generated answers over time and benchmarking against competitors, I’d start with otterly.ai.

My pick: OtterlyAI

It’s well matched to your use case because it:

• Tracks your brand across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Microsoft Copilot, and Claude. Otterly AI Otterly
• Runs your defined prompts daily, so you can see visibility trends rather than taking occasional snapshots. Otterly AI
• Measures brand coverage, share of voice, average rank, sentiment, and citations. Otterly
• Lets you benchmark competitors using the same prompts and metrics, which makes the comparison much more meaningful. Otterly
• Can export reports and provides an API, which is useful if you eventually want to put AI visibility into your existing marketing dashboard. Otterly Otterly

The basic measurement I'd establish is:

AI visibility → share of voice → competitor gap → citations → trend over time

For example, you could track 100–500 high-intent prompts such as “best [category] software,” “alternatives to [competitor],” “best [product type] for [use case]” and monitor whether your brand moves from 8% → 15% → 23% visibility over successive months.

Two alternatives worth evaluating

tryprofound.com — I'd consider this if you're an enterprise marketing/SEO team. It has particularly strong competitive benchmarking, visibility/share-of-voice tracking, citation analysis, regional/topic/persona breakdowns, and tracks the consumer-facing experiences of ChatGPT, Perplexity, Claude, Gemini, Copilot, Google AI Overviews/AI Mode, Grok and DeepSeek. Profound Profound

Peec AI — another dedicated AI-visibility tracker worth putting on the shortlist; independent 2026 comparisons put it alongside Otterly and Profound as one of the better-known dedicated platforms. NeuralGen

Bottom line: for a marketing team wanting a relatively straightforward “Are we being recommended by AI, how does that compare with competitors, and is it improving?” dashboard, I'd trial OtterlyAI first, then compare its results against Profound before committing.

If you tell me your industry, approximate company size, and which AI engines matter most, I can narrow this to the best 2–3 tools and compare pricing, coverage, metrics, prompt volume, competitor tracking, and reporting.

If your goal is specifically “How visible is our brand in AI answers, across engines, and is that improving over time?”, I’d shortlist three:

• Profound — my pick for an established/enterprise brand. It’s built around AI-search visibility, competitor benchmarking, citations, prompt/topic tracking, and longitudinal reporting. It also has particularly broad answer-engine coverage at higher tiers. Baarely AnswerManiac
• Peec AI — best balance for a marketing/SEO team. Strong on tracking prompts, competitors, visibility/share-of-voice trends, and turning the data into optimization insights. NeuralGen Conbersa
• Otterly.AI — best if you want something relatively inexpensive and straightforward. It focuses heavily on monitoring brand mentions, competitors, sentiment, and citations across major AI engines. TrustData Marqeable

What I'd choose

For your wording—“track and compare our brand's visibility in various AI answer engines over time”—I'd start with Profound if budget isn't a major constraint, or Peec AI if you want a more accessible marketing-team workflow.

The important thing is to look beyond a generic “AI visibility score.” I'd want the tool to let you track, over time:

• Mention rate: % of relevant prompts where your brand appears
• Share of voice: your visibility vs. named competitors
• Position/rank: where you appear in recommendations
• Citation rate: how often your site/content is cited
• Sentiment & description: how the AI characterizes your brand
• Engine-by-engine trends: ChatGPT vs. Gemini vs. Perplexity vs. Google AI surfaces, etc.
• Prompt-level history: the actual answers behind the score
• Competitor movement: who is gaining/losing visibility and for which topics

That's important because the same prompt can produce different answers, so a credible platform should show you the underlying observations rather than just handing you a mysterious composite score. getmentioned.co getaisnapshot.com

If you tell me your approximate company size/budget (e.g. <$100/mo, $100–500/mo, or enterprise), I can narrow this to the 2–3 tools I'd actually trial and compare their current pricing and engine coverage.

If your goal is specifically “How visible is our brand in AI-generated answers, and is that changing over time?”, I’d shortlist three tools:

• tryprofound.com — best for enterprise/deep analytics. It tracks visibility, share of voice, citations, sentiment, positioning, and historical trends across major answer engines. Its prompts are run daily, making it well suited to longitudinal measurement. Profound Knowledge Base Profound
• peec.ai — best for a marketing team that wants a clean visibility dashboard. It focuses heavily on benchmarking your AI visibility against competitors and tracking changes over time. Independent 2026 comparisons consistently put it among the leading dedicated trackers. NeuralGen Conbersa
• otterly.ai — best value/easier starting point. It monitors ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot and Claude, with daily tracking and historical reporting. OtterlyAI Otterly

My recommendation

I'd start with Profound if this is for a serious brand/marketing measurement program. The important distinction is that you're not merely tracking whether your brand is mentioned—you can examine visibility + competitor share of voice + citations + sentiment + positioning and see how those metrics evolve. Profound Knowledge Base

If you want something lighter, cheaper, and primarily focused on a dashboard of “where do we show up?”, I'd choose Peec.

One important buying criterion: make sure the tool lets you define a stable set of customer prompts and compare the same prompts across engines and over time. Otherwise, changes in the prompt set can masquerade as changes in brand visibility.

If you tell me your company size, approximate monthly budget, and which AI engines matter most (e.g. ChatGPT, Gemini, Perplexity, Google AI Overviews), I can narrow this to one and compare the current plans/features.

If your goal is specifically “How visible is our brand in AI-generated answers, how does that compare with competitors, and is it improving over time?”, I’d shortlist these:

• otterly.ai — my best overall recommendation for most marketing teams. It tracks brand mentions/citations across ChatGPT, Perplexity, Google AI Overviews, AI Mode, Gemini, Copilot and Claude, with historical trends and competitor comparisons. Its prompt-level analysis can show your competitor ranking and brand coverage day by day. Otterly AI Otterly AI
• profound.so — best for enterprise. I'd choose this if you need sophisticated reporting, large-scale prompt monitoring and deeper AI-search analytics across a larger organization. Recent comparisons consistently position it as the enterprise-oriented option. Refine AI Baarely
• peec.ai — best for straightforward competitive benchmarking. Particularly attractive if your primary KPI is AI share of voice and you want a clean, team-friendly dashboard rather than a huge enterprise platform. NeuralGen Sapian Metrics

What I'd measure

Don't just track “mentions.” Set up a fixed prompt set around your actual buyer journeys and track:

1. Mention rate — % of relevant AI answers mentioning your brand.
2. Share of voice — your mentions versus named competitors.
3. Position/prominence — whether you're the recommended choice versus merely mentioned.
4. Citation rate — how often AI engines cite your website/content.
5. Sentiment/framing — what the engines say about you.
6. Engine-by-engine trends — ChatGPT vs. Gemini vs. Perplexity, etc.
7. Source attribution — which websites/content are causing competitors to appear instead of you.

That last piece is especially important: a useful platform should tell you why your visibility changed, not merely show that it changed. Otterly

My pick: start with OtterlyAI unless you're an enterprise organization with a substantial GEO/AEO program, in which case I'd evaluate Profound alongside it.

If you tell me roughly your company size, number of brands/products, and budget (e.g. <$100/mo, $100–500, or enterprise), I can narrow this to the best 2–3 and compare their current pricing, engine coverage, and reporting capabilities.

If your goal is specifically tracking brand visibility across AI answer engines over time and benchmarking competitors, I’d shortlist these three:

My recommendation: OtterlyAI

For the use case you described, I'd start with OtterlyAI. It explicitly runs the same tracked prompts across multiple AI engines daily, then measures whether your brand appears, how it compares with competitors, what sources get cited, and how those metrics change over time. Otterly Otterly Otterly

The dashboard can compare brand mentions, share of voice, average rank, sentiment and website citations across engines, which maps very closely to "how visible is our brand in AI answers, and are we improving?" Otterly

Peec AI would be my second choice if your team wants more analytical depth. It tracks visibility, position, sentiment and share of voice, and lets you segment results by model, country and prompt category. It also exposes which sources are influencing AI answers. Peec AI Peec AI

One important caveat: don't treat an AI visibility score like a Google ranking. AI answers are probabilistic and can change substantially between queries. The most useful setup is to establish a fixed, representative prompt set, track it consistently, and watch share of voice + mention rate + citations + sentiment over weeks/months rather than obsessing over individual answers.

If you tell me your industry, approximate company size, and whether you need an enterprise/reporting/API workflow, I can narrow this down to the best 1–2 options and compare their pricing/features.

If your goal is to track and compare your brand’s visibility across AI answer engines (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, Copilot, etc.) over time, I’d look at tools in the emerging AI visibility / Generative Engine Optimization (GEO) monitoring category.

Here are the strongest options depending on your needs:

My shortlist by scenario

• You’re an enterprise brand with budget and need executive reporting:

→ Profound or Ahrefs Brand Radar. The Wall Street Journal Ahrefs

• You’re an SEO/content team trying to improve AI discoverability:

→ LLMrefs or LLM Audit. LLMrefs LLMAudit

• You want a lightweight benchmark before committing:

→ Ahrefs’ free AI Visibility Checker or ViAudit. Ahrefs Viaudit

Metrics I’d make sure the tool tracks

A useful dashboard should include:

• AI mention rate — how often your brand appears in answers
• Share of voice — your visibility vs. competitors
• Citation rate — whether AI engines reference your website/content
• Prompt coverage — which buyer questions trigger your appearance
• Position/ranking within answers — whether you are the recommended option or just mentioned
• Sentiment/context — whether AI describes your brand positively
• Source influence — which websites and pages AI engines rely on when discussing your category

For most brands, I’d start with Ahrefs Brand Radar if you already have SEO tooling, or LLMrefs/LLM Audit if your primary goal is GEO optimization rather than traditional SEO. Ahrefs LLMrefs LLMAudit

If you tell me your company size (startup, mid-market, enterprise), industry, and whether you care more about B2B leads, ecommerce, or brand awareness, I can narrow this to 2–3 best fits.

If your goal is specifically “how visible is our brand in AI answers, versus competitors, and is that changing over time?”, I’d shortlist these:

• otterly.ai — my pick for most straightforward tracking. It monitors ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot, and Claude; tracks brand mentions, citations, sentiment, share of voice, competitor rankings, and trends over time. Monitoring runs daily. Otterly Otterly
• tryprofound.com — best if you're a larger enterprise/SEO team. Its Answer Engine Insights provides visibility scores, citations, sentiment, share of voice, positioning, charts, and daily prompt-driven monitoring. It also emphasizes capturing responses directly from the browser rather than relying solely on APIs. Profound Knowledge Base Profound
• peec.ai — strong analytics-focused alternative. It measures visibility %, average position, sentiment, and share of voice against competitors, with daily per-engine tracking and citation analysis. Peec AI

What I'd choose

Start with OtterlyAI if you primarily need a dashboard your marketing/brand team can use to answer:

“Are we getting mentioned more often than last month, which AI engines are driving it, and are we gaining or losing ground to competitors?”

Its share-of-voice + competitor + prompt + time-series combination maps particularly well to that use case. Otterly Otterly

One important caveat: AI visibility isn't a single universal metric. I'd make sure whichever platform you choose lets you track the same fixed prompt set over time and separately report mention rate, position, sentiment, citations, and competitor share of voice. Otherwise, changes in the tool's prompt mix can look like changes in your brand performance.

If you tell me your company size, industry, and which AI engines matter most (e.g. ChatGPT + Gemini + Perplexity), I can also give you a Profound vs. OtterlyAI vs. Peec comparison with pricing, coverage, data methodology, and which I'd buy.

If your goal is specifically “How visible is our brand in AI answers, how does that compare with competitors, and is it changing over time?”, I’d shortlist these:

1. tryprofound.com — my pick for an enterprise marketing team.

Its Answer Engine Insights tracks visibility, share of voice, sentiment, positioning, citations, and historical trends across major answer engines. It also runs tracked prompts daily and says it captures responses directly from browser interfaces rather than relying solely on APIs. Profound Profound Knowledge Base

2. otterly.ai — best straightforward monitoring/benchmarking option.

It tracks ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Copilot, and Claude, with daily monitoring. You can compare your brand with competitors on mentions, average position, sentiment, share of voice, and citations. Otterly Otterly AI
A particularly useful feature is its Brand Visibility Index, which lets you see competitive movement over time rather than just your own mention count. Otterly AI

3. peec.ai — strong alternative for teams focused on actionable insights.

It measures visibility, position, sentiment, and share of voice and lets you benchmark competitors across AI models. It also surfaces the sources influencing AI answers and recommends opportunities. Peec AI

What I'd choose

Profound if you're a larger brand and want a serious AI-search intelligence/measurement platform that can become part of your marketing reporting.

OtterlyAI if you primarily want a clean, relatively focused dashboard for ongoing competitive tracking and historical visibility trends.

For your use case, I would make these the core dashboard metrics:

• AI visibility % — percentage of relevant prompts where you're mentioned
• Share of voice — your visibility vs. competitors
• Average position — where you appear when recommended
• Engine-by-engine performance — ChatGPT vs. Gemini vs. Perplexity vs. Google AI results, etc.
• Citation share — which sites are influencing the answers
• Sentiment / recommendation framing
• Visibility trend over time — ideally daily/weekly/monthly
• Prompt-level gaps — questions where competitors appear but you don't

One important distinction: don't judge the tools primarily by how many AI engines they claim to cover. The quality and consistency of their prompt set, historical data, competitor benchmarking, and whether they're measuring actual user-facing answers matter more. Profound, for example, explicitly emphasizes direct browser capture and daily runs. Profound

If you tell me your approximate company size and whether you care more about enterprise reporting, competitive intelligence, or SEO/GEO optimization, I can narrow this to the best 1–2 options and compare pricing/features.

If your goal is specifically to track brand visibility across AI answer engines over time and benchmark against competitors, I’d shortlist Peec AI and Profound, with Peec AI as my default recommendation for a marketing team.

My pick: Peec AI

peec.ai is particularly well aligned with what you described. It tracks:

• Brand visibility — how often your brand appears in AI answers
• Position — where your brand appears when mentioned
• Share of voice — your visibility versus competitors
• Sentiment / brand perception
• Citations and source domains influencing AI answers
• Trends by AI engine, country, topic, and prompt
• Competitive performance across engines

It currently covers ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode, with additional model coverage such as Claude. Its prompts are run daily, which makes it useful for building an actual visibility trend rather than doing occasional spot checks. Peec AI Peec AI

One feature I particularly like is the distinction between brand mentions and source citations: you can see both whether AI recommends your brand and whether your content is being used to construct answers. Peec AI

Strong alternative: Profound

tryprofound.com is the one I'd investigate if you're an enterprise-scale marketing/SEO organization.

Its Answer Engine Insights product is built around Visibility Score, citations, sentiment, share of voice, positioning, and longitudinal charts, and it queries answer engines on a daily basis. It supports analysis across engines including ChatGPT, Claude, and Gemini. Profound Knowledge Base Profound Knowledge Base

Also worth evaluating

otterly.ai is another good option if you want relatively straightforward monitoring. It covers ChatGPT, Perplexity, Google AI Overviews, AI Mode, Gemini, Claude, and Copilot, including brand mentions and website citations. Otterly

If I were setting this up for a brand today, I'd start with Peec AI. The most important thing isn't simply counting mentions; you want a consistent set of commercially relevant prompts, competitor benchmarking, engine-by-engine trends, and the ability to identify why a competitor is appearing instead of you.

If you tell me your industry, approximate number of brands/products, and whether you're B2B or B2C, I can also recommend the best 2–3 tools for your specific use case and compare their pricing, engine coverage, APIs, reporting, and prompt limits.

If your goal is specifically “how visible is our brand across AI answer engines, how does that compare with competitors, and is it improving over time?”, I’d shortlist tryprofound.com and otterly.ai.

My pick: Profound

Profound is probably the strongest fit for a serious brand/marketing team. Its Answer Engine Insights tracks:

• Visibility score and share of voice
• Brand mentions and positioning
• Competitor rankings
• Sentiment
• Which sites/pages are being cited
• Trends across time, topics, regions and audience personas
• Custom prompts plus prompts based on real-world queries

It currently covers ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews/AI Mode, Copilot, Grok and DeepSeek. Importantly, Profound says it captures answers from the consumer-facing interfaces rather than model APIs, which is useful because API responses can differ from what users actually see. Profound Profound

Best alternative: OtterlyAI

OtterlyAI is the one I'd look at if you want something more straightforward and potentially more accessible for a smaller team. It runs your prompt set daily and compares your brand against competitors on mentions, rank, sentiment, share of voice and citations. Otterly OtterlyAI

It covers ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Copilot and Claude. It also has reporting/export capabilities and a Looker Studio connector, which is handy if you want to roll AI visibility into an existing marketing dashboard. Otterly Otterly

Quick decision

One important distinction: don't evaluate these tools primarily on their “AI visibility score.” The useful underlying data is whether a fixed set of commercially meaningful prompts produces a mention, recommendation, citation, and favorable positioning for your brand versus competitors. That's what lets you establish a baseline and answer “did our AI visibility actually improve this quarter?”

If I were setting this up for a brand, I'd start with roughly 100–300 high-intent prompts, freeze the prompt set, track 5–10 competitors, and monitor coverage + share of voice + citation rate + average position + sentiment weekly/monthly. That produces a much more defensible AI-search KPI than an opaque aggregate score.

If your goal is specifically to track and compare brand visibility across AI answer engines over time, my first choice would be tryprofound.com.

Why Profound

It is particularly strong for an in-house marketing/SEO team because it lets you:

• Track visibility and share of voice for your brand versus competitors.
• Monitor the same prompts repeatedly and see how visibility changes over time.
• Break results down by AI platform, topic, region, and audience/persona.
• Track ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews/AI Mode, Copilot, Grok, DeepSeek, and others depending on plan. Profound Profound Knowledge Base
• See which sources AI engines cite, not just whether your brand is mentioned.
• Analyze mention position and sentiment.
• Use real-user prompt data to build a monitoring set rather than relying entirely on keywords you invent. Profound says its prompt-research dataset contains 1.3B+ real user AI conversations. Profound
• Compare time periods directly; its dashboards support date ranges and previous-period comparisons. Profound Knowledge Base

The important distinction is that you're not just getting a "did ChatGPT mention us?" report. You can build something closer to an AI share-of-voice dashboard: Are we becoming more visible than our competitors, for which questions, in which engines, and why?

Two alternatives worth evaluating

otterly.ai — I'd shortlist this if you want something more accessible and monitoring-focused. It tracks brand mentions, citations, sentiment and share of voice across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude, with daily tracking and competitor comparisons. Otterly Otterly

Peec AI — worth including in a bake-off if you want a simpler analytics-oriented product. Current 2026 comparisons generally put it in the more lightweight/accessible category, whereas Profound is positioned more toward enterprise-depth analysis. Refine AI Baarely

My recommendation

For your use case, I'd pilot Profound and OtterlyAI against the exact same 50–100 customer prompts for 4–6 weeks. The key thing I'd evaluate isn't the headline "number of AI engines" but whether the tool gives you a stable, reproducible trend line for visibility, share of voice, competitor position, and citations.

If you tell me roughly your company size, industry, number of brands/products, and whether you need agency/client reporting, I can narrow this down to the best 2–3 options and compare current pricing, engine coverage, prompt limits, API/reporting, and data methodology.

If your main goal is tracking and comparing brand visibility across AI answer engines over time, I’d shortlist Peec AI and Profound, with Peec AI as my default recommendation for a marketing/SEO team.

My pick: peec.ai

Peec is particularly well aligned with your use case because it tracks:

• Visibility — how often your brand appears in AI answers
• Position — where you appear relative to competitors
• Share of voice — your share of mentions versus competing brands
• Sentiment / brand perception
• Citations and sources influencing the answers
• Trends over time, broken down by AI engine and prompt set Peec AI Peec AI

It currently covers ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini and Microsoft Copilot, with additional models available on higher tiers. Peec says it runs tracked prompts daily, which makes it useful for building an actual time series rather than doing occasional spot checks. Peec AI Peec AI

One feature I particularly like: you can compare the same prompt set across engines, so you can answer questions such as “Are we gaining visibility in ChatGPT while losing ground in Gemini?” rather than getting disconnected reports from each platform.

Strong alternative: tryprofound.com

I'd look at Profound if you're an enterprise or larger brand team. Its Answer Engine Insights product explicitly measures visibility, citations, sentiment, share of voice and positioning, and lets you analyze changes across time, regions, topics and audience personas. It queries the actual front-end experiences of ChatGPT, Perplexity, Claude, Copilot, Google AI Overviews/AI Mode, Gemini, Grok and DeepSeek. Profound Knowledge Base Profound

That's arguably the broader platform if engine coverage and enterprise analysis matter more than simplicity.

Quick comparison

There's also Ahrefs Brand Radar, worth considering if your team already lives in Ahrefs; its AI Visibility Checker covers ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews. Ahrefs

Bottom line: I'd trial Peec AI first, and put Profound through the same evaluation if you're looking for an enterprise-grade platform. The most important thing in the demo isn't the dashboard—it’s whether they can give you a consistent prompt set + daily/weekly historical data + competitor share-of-voice + engine-by-engine breakdown. Those are the metrics that will let you demonstrate whether your GEO efforts are actually working.

Yes. The category you want is usually called AI visibility tracking, GEO tracking, or AEO monitoring.

My pick: Otterly.AI

Otterly.AI is probably the best fit if your main goal is tracking your brand and competitors over time across multiple AI answer engines without jumping straight to an enterprise platform.

It currently tracks ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Microsoft Copilot, and Claude, and lets you monitor brand mentions, citations, sentiment, share of voice, and competitive visibility. otterly.aiotterly.ai

The particularly useful metrics for your use case are:

• Brand coverage — % of tracked AI answers where you appear
• Share of voice — your share versus competitors
• Average position/rank — where you appear when mentioned
• Citation rate — how often your site/content gets cited
• Sentiment — whether the AI recommendation is positive, neutral, or negative
• Trend over time — whether visibility is improving or declining
• Competitor gap analysis — prompts where competitors appear but you don't otterly.aiotterly.ai

Otterly also supports recurring prompt monitoring and reporting/export, which makes it more suitable for measuring progress month over month rather than just doing occasional audits. otterly.ai

What I'd shortlist

The market is moving quickly, so I'd evaluate Otterly vs. Peec vs. Profound rather than assuming one platform is universally best. Recent comparisons consistently put those three among the leading options, with Profound positioned toward enterprise use and Otterly toward more accessible monitoring. www.answermaniac.ai

One important caveat: don't optimize around a single proprietary "AI visibility score." The most useful setup is to define a fixed set of real customer prompts, run them consistently across engines, and track mention rate + share of voice + citations + sentiment over time. That gives you a much more defensible KPI than any vendor's composite score.

If you tell me roughly your company size, industry, number of brands, and budget, I can narrow this to the best 2–3 options and compare their current pricing/features.

If your goal is specifically “How visible is our brand in AI answers, how does that compare with competitors, and is it improving over time?”, I’d shortlist Profound and Peec AI.

My top pick: tryprofound.com

Profound is probably the strongest fit if this is becoming a serious brand/marketing KPI. Its Answer Engine Insights tracks:

• Visibility score — how often your brand appears in AI answers
• Share of voice vs. competitors
• Position/rank
• Sentiment and themes
• Citation sources and pages
• Performance by AI platform, topic, region, and time period
• Daily tracking of your defined prompts, with historical comparisons Profound Profound Knowledge Base

It currently covers front-end experiences including ChatGPT, Perplexity, Claude, Copilot, Google AI Overviews/AI Mode, Gemini, Grok, and DeepSeek, which is particularly useful if you don't want your measurement limited to one or two engines. Profound

Strong alternative: peec.ai

I'd choose Peec if you want something that feels more like a marketing analytics dashboard and less like an enterprise AEO platform. It tracks visibility, average position, sentiment, and share of voice, including side-by-side competitor comparisons and historical trends. Peec

Peec currently covers ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, and Copilot by default, with additional models available on higher tiers. Peec

How I'd decide

My recommendation: start with Profound if you have a meaningful budget and want this to become a durable measurement system. If you're evaluating several vendors, put Peec AI in the bake-off as the main alternative.

One important caveat: don't judge these tools purely by their headline “visibility score.” The more useful setup is to define a fixed set of real customer prompts, track the same competitors and topics every day/week, and report visibility + share of voice + position + citations over time. That makes the data much more actionable than simply counting brand mentions. Profound explicitly supports custom prompts and daily runs. Profound Profound Knowledge Base

If you tell me roughly company size, number of brands/products, and budget, I can narrow this to the best 2–3 options and compare pricing, AI engines, historical tracking, APIs, and reporting.

If your main goal is tracking brand visibility across AI answer engines over time and benchmarking competitors, I’d shortlist these:

My top pick: Profound

Profound is probably the strongest fit if this is for a serious marketing/brand analytics program. Its Answer Engine Insights tracks:

• Visibility score — how often your brand appears
• Share of voice vs. competitors
• Positioning and sentiment
• Citation sources influencing AI answers
• Trends over time, with filtering by platform, region, topic, and date
• Custom prompts plus automatically generated prompts
• ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews/AI Mode, Copilot, Grok, DeepSeek and others help.tryprofound.comwww.tryprofound.com

A particularly useful feature is that Profound runs tracked prompts daily, rather than treating a single AI response as representative. help.tryprofound.comwww.tryprofound.com

Strong alternative: Peec AI

I'd pick Peec if you want something more marketing-team-friendly and analytics-focused. It explicitly tracks visibility, average position, sentiment and share of voice, with competitor comparisons and daily updates. It can segment results by model, country and audience/prompt tags. peec.aipeec.aiwww.tryprofound.com

It also has Looker Studio, REST API and MCP integrations, which could be useful if you want to put AI visibility into an existing reporting stack. peec.aipeec.aiwww.tryprofound.com

Quick decision

For your exact wording—“track and compare our brand's visibility in various AI answer engines over time”—I'd start with Profound and Peec AI. The key thing I'd evaluate in a trial is not the dashboard aesthetics, but whether their measurement methodology gives you stable, comparable data across models and over time. AI answers are inherently variable, so daily repeated querying and consistent prompt sets matter a lot. peec.aipeec.aiwww.tryprofound.com

If you tell me your company size, approximate number of brands/products, and whether you need competitor tracking, I can narrow it down to the best 1–2 and compare their current pricing/features.

For your use case, I’d shortlist Profound and OtterlyAI, with Profound as my first choice if this is for a serious brand/marketing team.

1. Profound — best overall for enterprise brand tracking

Profound is particularly well matched to “How visible are we in AI answers, and how is that changing over time?”

It tracks:

• Visibility Score and Share of Voice
• Your position versus competitors
• Brand sentiment and recurring themes
• Which domains/pages AI engines cite
• Performance by AI platform, topic, region, and time period
• Daily runs of your tracked prompts

It covers major consumer answer engines including ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Copilot, Grok, and DeepSeek. help.tryprofound.com

The particularly useful part is that you can look at visibility trends over time and compare your brand directly against competitors, rather than simply collecting individual AI answers. help.tryprofound.comhelp.tryprofound.com

I'd choose it if: you're building an ongoing executive/marketing KPI around AI visibility.

2. OtterlyAI — best if you want something simpler/lower-friction

OtterlyAI is a very good alternative and arguably easier to get running.

It monitors prompts daily across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot, and Claude, and gives you brand mentions, citations, competitor comparisons, and visibility trends. help.otterly.ai

Its dashboard explicitly provides Brand Coverage Over Time, competitor comparisons, brand mentions, and average brand position. otterly.ai

I'd choose it if: you want to start tracking quickly without committing to a heavier enterprise platform.

What I'd actually track

Regardless of tool, I'd build your measurement around a fixed set of ~100–500 prompts representing:

One important caveat: don't treat a single AI answer as a reliable measurement. AI outputs vary from run to run. Profound, for example, runs tracked prompts daily and aggregates the resulting responses into its visibility dataset. help.tryprofound.com

My recommendation: start with Profound if you're a larger brand and this will become a formal marketing KPI; start with OtterlyAI if you want a faster, more economical proof of concept.

If you tell me your company size, number of brands/products, and roughly how many prompts you want to track, I can narrow this down further and compare Profound vs. OtterlyAI vs. Peec vs. Semrush/Ahrefs for your specific setup.

If your goal is to track and compare your brand’s visibility across AI answer engines over time (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, etc.), I’d look at dedicated AI visibility / AEO (Answer Engine Optimization) tracking platforms rather than traditional SEO rank trackers. These tools generally monitor a fixed set of buyer prompts, run them periodically, and measure brand mentions, citations, sentiment, and competitor share of voice. mentionscout.com

My shortlist:

My practical recommendation by company size:

• Enterprise / global brand: start with Profound or a similar enterprise AI visibility platform. www.elmohq.com
• Marketing team (5–50 people): HubSpot AEO is attractive if you already use HubSpot; otherwise look at MentionScout or Peec AI. mentionscout.comwww.hubspot.com
• Early-stage company wanting a simple dashboard: use a lighter-weight tracker and focus on a small, high-intent prompt set. mentionscout.comwww.hubspot.com

Whichever tool you choose, I’d avoid optimizing around a single “AI visibility score.” The metrics that tend to matter most are:

1. Mention rate — how often AI answers name your brand
2. Citation rate — how often your content is used as a source
3. Share of voice — your visibility vs. competitors on the same prompts
4. Engine-by-engine performance — ChatGPT vs. Gemini vs. Perplexity can differ substantially
5. Prompt coverage — whether you appear for the questions buyers actually ask

mentionscout.comwww.growreddit.com

If you tell me your company size, industry, budget range, and which AI engines matter most, I can narrow this to 2–3 options.

If your goal is specifically to track brand visibility across AI answer engines and compare it with competitors over time, I’d shortlist these three:

1. Profound — best for enterprise teams
   • Tracks visibility and share of voice across ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews/AI Mode, Copilot, Grok, and DeepSeek.
   • Lets you compare competitors, citations, sentiment, positioning, regions, topics, and time periods.
   • Runs tracked prompts daily and emphasizes results from the actual front-end experiences rather than just APIs. www.tryprofound.com
   • My pick if this is becoming a serious marketing KPI and you need robust reporting.

2. OtterlyAI — best value / straightforward monitoring
   • Tracks ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Copilot, and Claude.
   • Provides brand coverage, mentions, average position, competitor benchmarking, sentiment, and domain/URL citations over time.
   • Prompts are monitored automatically each day, with country-level tracking available. otterly.ai
   • Pricing currently starts at $29/month, according to its site. otterly.ai
   • My pick if you want to get started quickly without an enterprise setup.

3. Peec AI — best for share-of-voice analysis
   • Measures visibility, position, sentiment, and share of voice against competitors.
   • Lets you organize prompts by intent and identify the third-party sources driving AI answers.
   • It also offers Looker Studio, REST API, and MCP integrations for reporting/BI workflows. peec.ai

What I'd measure

Don't rely on a single "AI visibility score." I'd build your dashboard around:

AI Share of Voice → Brand Mention Rate → Average Position → Citation Share → Sentiment → Competitor Gap

Then break those down by engine × prompt/topic × geography × month.

For example, you want to be able to answer:

"In August, what percentage of relevant ChatGPT/Perplexity/Gemini answers mentioned us, how did that change from July, and did our share improve relative to our three biggest competitors?"

My recommendation: start with OtterlyAI if you're evaluating the category and want an accessible tool; go with Profound if this will feed an enterprise SEO/GEO reporting program. The important thing is to choose a platform that repeatedly queries the answer engines and preserves historical results—not one that merely measures website traffic from AI.

If you want to track and compare your brand’s visibility across AI answer engines (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.) over time, I’d look at AI visibility / answer engine optimization (AEO) monitoring platforms rather than traditional SEO rank trackers.

My shortlist:

My recommendation by use case

• Enterprise marketing / brand team: start with Profound or Ahrefs Brand Radar. You’ll likely care most about competitive share of voice, executive reporting, and historical trends. authoritytech.ioahrefs.com
• SEO/content team: Ahrefs is probably the easiest fit because it connects AI visibility with existing search/content workflows. ahrefs.com
• Startup or mid-market team: Otterly.ai, rank.ai, or DeepSmith are worth evaluating because they focus directly on prompt monitoring and AI-answer tracking. www.rank.ai

Metrics I’d make sure the tool supports

Don’t just measure “mentions.” Track:

1. Mention rate — how often your brand appears in answers
2. Recommendation position — whether you’re the first choice, one of many, or absent
3. Citation rate — whether AI systems cite your site/content as a source
4. Share of voice vs. competitors — your percentage of relevant AI answers
5. Prompt coverage — which buyer questions you win or lose
6. Sentiment/framing — whether AI describes your brand positively, neutrally, or incorrectly

A good setup is usually to define 50–200 “buyer prompts” (e.g., “best [category] software for enterprise teams”, “alternatives to [competitor]”, “is [brand] worth it?”) and monitor those continuously rather than relying on a generic brand query. Tools like Ahrefs, Otterly, and rank.ai support this style of tracking. ahrefs.com

If you tell me your company size (startup vs. enterprise), industry, and which engines matter most (ChatGPT only vs. all AI search), I can narrow this to 2–3 options.

If your main goal is “how visible is our brand across AI answer engines, versus competitors, and how is that changing over time?”, I’d shortlist these three:

My pick: Profound

For a brand/marketing team, I'd start with Profound. Its Answer Engine Insights product specifically tracks visibility/share of voice, sentiment, citations, competitors, and how those metrics change across time, regions, topics and audience personas. It also queries the actual front-end experiences users see rather than simply relying on model APIs. www.tryprofound.com

A particularly useful differentiator is its Profound Index, launched in June 2026. It benchmarks brands against their category using more than 1.5 billion real user conversations, covering 50+ industries and updated weekly. www.tryprofound.com

When I'd choose Scrunch instead

Pick Scrunch if you want a more focused monitoring product. It has unusually broad platform coverage and explicitly tracks competitive presence/share of voice, position, sentiment, citations and trends over time. helpcenter.scrunchai.com

It also has an interesting second dimension: AI referral/bot traffic. So you can connect “Are we being mentioned?” with “Are AI systems actually visiting/referring traffic to our site?” scrunch.com

When I'd choose Peec

Peec AI is compelling if your team wants the visibility data to translate directly into SEO/content/PR actions. It tracks mention frequency, position, sentiment and citations, including competitive benchmarking, and reports data daily. peec.ai

What I'd actually measure

Regardless of the vendor, I'd build your dashboard around:

• AI share of voice — % of relevant answers mentioning your brand
• Competitor share of voice
• Average position/prominence within answers
• Citation rate — how often your site is cited
• Sentiment / recommendation rate
• Prompt coverage — which important questions you win/lose
• Engine-by-engine visibility — ChatGPT vs. Gemini vs. Perplexity vs. Google AI
• Visibility trend — weekly/monthly change
• Source influence — which publications, Reddit threads, review sites, etc. are causing competitors to appear
• Regional/persona differences, if relevant

One important caveat: don't treat an AI visibility score like a traditional Google ranking. AI answers are dynamic, and different engines can produce substantially different answers for the same underlying query. That's why trend + competitive share of voice + the underlying responses/citations is much more useful than a single “AI rank.” peec.ai

Bottom line: I'd demo Profound first, Scrunch second, and Peec third. If you tell me your company size, B2B/B2C, approximate number of brands/products, and which AI engines matter most, I can narrow this to one and compare pricing/features.

If your main goal is tracking brand visibility across AI answer engines and comparing it with competitors over time, I’d shortlist these two:

Best overall: Profound

Profound is probably the strongest fit for an enterprise marketing/brand team. It tracks visibility score, share of voice, competitor rankings, sentiment, citations, positioning, regions, topics, and platforms, with daily measurements and historical comparisons. www.tryprofound.com

It also covers a particularly broad set of answer engines, including ChatGPT, Perplexity, Claude, Google AI Overviews/AI Mode, Gemini, Copilot, Grok, Amazon Rufus, Meta AI, and DeepSeek. www.tryprofound.comhelp.otterly.ai

I'd choose Profound if: you're building a serious GEO/AI-search reporting program and want to compare your brand against a defined competitive set.

Best simpler option: OtterlyAI

OtterlyAI is a compelling alternative if you want something more straightforward. It monitors prompts daily and provides brand coverage, competitor comparisons, citations, rankings, and visibility trends. help.otterly.ai

It currently covers ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot, and Claude. help.otterly.ai

My recommendation

One important consideration: don't judge these tools solely by their "visibility score." The useful measurement system is a consistent prompt set that represents your actual customer questions, tracked repeatedly across engines. AI answers are nondeterministic, so daily sampling and looking at trends rather than individual responses is important. Both platforms explicitly account for this. www.tryprofound.comhelp.otterly.ai

If I were setting this up for a brand today, I'd start with Profound and build a dashboard around: visibility/share of voice → competitor gap → citation sources → sentiment/positioning → change over time.

If your goal is specifically to track brand visibility across AI answer engines over time and benchmark competitors, I’d shortlist these three:

My pick: Profound

For a serious brand-monitoring program, I'd start with Profound. It is unusually well aligned with your question: it measures visibility score, share of voice, sentiment, citations, competitor rankings, and changes over time, and it queries the actual consumer-facing AI experiences rather than relying solely on APIs. www.tryprofound.com

That's important because your real question isn't simply "Does ChatGPT know our brand?" It's:

When someone asks AI a commercially relevant question, how often does our brand appear, where does it appear, what does AI say about us, which competitors beat us, and is that changing month over month?

Profound is particularly compelling if you're an enterprise brand because it covers a very broad set of answer engines, including Google AI Overviews/AI Mode, ChatGPT, Perplexity, Claude, Gemini, Copilot, Grok, Amazon Rufus and Meta AI. www.tryprofound.com

When I'd choose Peec instead

Peec AI may actually be the better choice if your team is primarily SEO/content/marketing rather than enterprise communications. Its dashboard is centered around exactly the metrics I'd want on a weekly executive report: visibility, position, sentiment and share of voice, plus competitor benchmarking and source/citation analysis. peec.ai

It also tracks prompts by intent, which is useful for separating something like:

• branded searches
• category searches
• product/commercial searches
• top-of-funnel questions

That gives you a much more actionable picture than a single overall "AI visibility" score. peec.ai

Otterly is the one I'd trial alongside it

OtterlyAI is worth putting through the same test. It supports the major engines and explicitly provides brand coverage over time, competitor comparisons, citations, and prompt-level tracking. It also advertises a 7-day free trial and pricing starting at $29/month, although plans/features can change. otterly.ai

What I'd actually measure

Whichever platform you choose, don't judge it primarily on its headline "AI visibility score." Build a fixed prompt set and track:

1. Mention rate — % of relevant AI answers mentioning you
2. Share of voice — your mentions vs. competitors
3. Position/prominence — whether you're recommendation #1, #2, etc.
4. Citation rate — how often your site/content is actually cited
5. Sentiment / narrative — what AI says about you
6. Engine-by-engine performance — ChatGPT vs. Gemini vs. Perplexity vs. Google AI
7. Prompt-level trends — which high-value questions you're winning/losing
8. Source influence — which publications/sites are causing AI to recommend competitors
9. Geography/persona differences where relevant
10. Change over time — ideally daily collection with weekly/monthly reporting

Bottom line:

• Enterprise / comprehensive: Profound
• Best marketing analytics experience: Peec AI
• Best accessible starting point: OtterlyAI

If you tell me your industry, approximate company size, and whether you're mainly interested in ChatGPT/Perplexity/Google or all answer engines, I can narrow this to the best 1–2 options and compare their current pricing/features.

If your goal is specifically “how visible is our brand across AI answer engines, and how is that changing over time?”, I’d shortlist these:

My top pick: Profound

Profound is probably the best fit for an enterprise marketing/brand team. Its Answer Engine Insights product tracks brand visibility, share of voice, sentiment, positioning, citations, and competitors over time. It queries the actual consumer-facing experiences rather than relying only on model APIs. help.tryprofound.comwww.tryprofound.com

It covers a particularly broad set of engines, including ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews/AI Mode, Copilot, Grok, Meta AI, DeepSeek, and Amazon Rufus. help.tryprofound.comwww.tryprofound.com

Why I'd choose it: if you're building an ongoing AI visibility / GEO reporting program, rather than simply checking whether ChatGPT mentions you.

Strong alternative: Peec AI

Peec is especially appealing if you want a clean analytics experience around visibility, position, sentiment, share of voice, competitors, and citations. It also lets you compare performance across engines and track it over time. help.tryprofound.comwww.tryprofound.compeec.aiotterly.ai

It currently covers ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, and Copilot, with additional engines/models available on higher tiers. peec.ai

Why I'd choose it: very good if your team wants actionable GEO insights, not just a dashboard—e.g. which third-party sources are influencing AI answers and where you have competitive gaps. peec.ai

Simpler option: Otterly AI

Otterly is worth considering if you want something more straightforward for monitoring. It tracks brand mentions and citations across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and others, with historical reporting and competitor comparisons. otterly.ai

How I'd choose

One important distinction: don't judge these tools primarily by a single “AI visibility score.” I'd want your reporting to retain the underlying prompt → engine → answer → brand position/mention → competitors → citations data. AI answers aren't stable rankings like Google SERPs, so the trend across a consistent prompt set is much more meaningful than an absolute score.

If you tell me your industry, approximate number of prompts/brands you need to track, and whether you're enterprise or SMB, I can narrow this down to the best 1–2 options and compare pricing, engine coverage, API/reporting, historical data, and competitor tracking.

For tracking a brand’s visibility across AI answer engines (ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, etc.), I’d look at dedicated AI visibility / answer engine optimization (AEO) platforms rather than traditional SEO rank trackers. The category is still emerging, but these are the strongest options depending on your needs. getrefine.aiwww.marketingforllms.com

My shortlist by scenario:

• Enterprise brand / large marketing team: Profound

Best if you need dashboards, many tracked prompts, competitive intelligence, and reporting.

• B2B SaaS or product marketing: Peec AI

Good fit if you want to know which buyer questions produce competitor mentions instead of yours. getrefine.aiwww.marketingforllms.com

• Agency managing multiple brands: Otterly.AI

Useful for recurring monitoring and client reporting.

• SEO team adding AI visibility to an existing workflow: Ahrefs or Semrush

Whichever tool you choose, I’d make sure it measures more than “did the AI mention us?” The useful metrics are:

1. Mention rate — percentage of tracked prompts where your brand appears
2. Share of voice — your mentions vs. competitors
3. Recommendation position — whether you are listed first, middle, or as an alternative
4. Citation sources — which websites/content are causing AI engines to trust competitors
5. Trend line over time — weekly/monthly movement rather than one-off checks
6. Prompt coverage — whether it tracks the questions real buyers ask

One caveat: AI answers are variable, so a good tracker should run repeated measurements and show trends rather than treating a single answer as definitive. arxiv.org

If you tell me your industry, company size, and whether you care more about ChatGPT/Gemini visibility, AI search traffic, or competitor benchmarking, I can narrow this to 2–3 best-fit tools.

If your main goal is tracking brand visibility across AI answer engines over time and benchmarking competitors, I’d shortlist these:

My pick: OtterlyAI

For the specific requirement you described, I'd start with OtterlyAI.

The important distinction is that it isn't just doing periodic brand-mention searches. You define a set of customer-relevant prompts, and it repeatedly runs them against multiple AI engines. You can then see:

• Visibility over time — are you appearing more or less frequently?
• Position/ranking — are you being recommended near the top?
• Share of voice vs. competitors
• Which prompts you're winning or losing
• Which sources AI engines cite
• How AI describes your brand
• Changes day by day, which is useful for measuring the effect of GEO/content initiatives. help.otterly.ai

That's particularly important because AI answers are probabilistic: the same prompt can produce different answers at different times. Research on GEO measurement argues that repeated measurements are much more meaningful than one-off snapshots. arxiv.org

I'd choose Peec instead if you're a larger marketing/SEO team that wants more sophisticated reporting around share of voice, sentiment, position and competitive benchmarking. peec.ai

If you tell me roughly your company size, number of brands/products, and whether you care more about ChatGPT vs. Google AI vs. Perplexity, I can narrow this down to the best 1–2 options and compare pricing/features.

If your goal is specifically tracking brand visibility across AI answer engines over time and benchmarking competitors, I’d shortlist these:

My pick: OtterlyAI

For the use case you described, I'd start with OtterlyAI. It is unusually aligned with the question "Is our brand becoming more or less visible in AI answers?" rather than trying to turn AI visibility into just another SEO metric.

It monitors prompts daily across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot and Claude, and lets you compare brand mentions and positioning against competitors over time. help.otterly.ai

Its Brand Visibility Index is also useful for reporting because it combines coverage with how prominently your brand appears, and lets you examine changes over time. help.otterly.ai

One caveat: don't treat any AI-visibility tracker as an exact equivalent of Google Search Console. AI answers are nondeterministic, so individual responses can change substantially even for identical prompts. Recent research specifically argues that AI visibility should be measured with repeated samples and uncertainty rather than treating a single observation as a precise ranking. arxiv.org

If you're evaluating these for a marketing/SEO team, I'd test OtterlyAI vs. Peec vs. Ahrefs Brand Radar on the same 50–100 customer prompts and compare: share of voice, competitor displacement, citation sources, historical stability, and cost per tracked prompt. That will tell you much more than feature lists.

If your goal is to track and compare brand visibility across AI answer engines over time (ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, etc.), I’d look at tools built specifically for AI visibility / AEO / GEO tracking rather than traditional SEO rank trackers.

My shortlist:

My recommendation by scenario

• You already have an SEO stack: start with Ahrefs or Semrush. They’ll make it easier to connect AI visibility changes with content, links, and rankings. www.techradar.comahrefs.com
• You’re building an AI-search measurement program from scratch: use a dedicated platform like Profound, Peec AI, or Otterly.AI. www.reddit.com
• You need weekly executive reporting: prioritize tools that provide:
  • share of voice vs competitors
  • prompt-level tracking (“best X software,” “alternatives to X,” etc.)
  • citation/source tracking
  • sentiment or positioning analysis
  • historical trends by engine

A good measurement framework is to track:

1. Mention rate — % of tracked prompts where your brand appears
2. Recommendation rate — how often AI recommends you vs competitors
3. Share of voice — your visibility relative to category peers
4. Citation footprint — which domains AI engines rely on when mentioning you
5. Positioning — whether AI describes your brand accurately and favorably

One caveat: AI answers are variable, so avoid overreacting to a single query result. Look for trends across hundreds of prompts and repeated measurements rather than individual outputs. arxiv.org

If you tell me your company size (startup / mid-market / enterprise), industry, and whether you care more about brand monitoring, competitor benchmarking, or improving AI recommendations, I can narrow this to 2–3 options.

If your goal is specifically “How visible is our brand in AI answers, how does that compare with competitors, and is it improving over time?”, I’d shortlist these:

My pick: Profound

Profound is probably the strongest fit for an enterprise/marketing team. It tracks visibility across ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews/AI Mode, Copilot, Grok and others, and lets you monitor:

• Visibility / share of voice
• Competitor rankings
• Brand sentiment and positioning
• Which sources AI engines cite
• Visibility by prompt, topic, region and persona
• Trends over time

A particularly important distinction: Profound says it queries the consumer-facing AI experiences, rather than relying solely on model APIs, which makes the measurements closer to what users actually see. www.tryprofound.com

Strong alternative: Peec AI

I'd choose Peec if you want something more focused on AI-search analytics rather than a broader AEO platform. It explicitly measures visibility, position, sentiment and share of voice, with competitor benchmarking and prompt-level tracking. peec.ai

Peec currently covers ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini and Copilot by default, with additional models available on higher tiers. peec.ai

Quick comparison

If I were evaluating one for a brand team, I'd demo Profound first and Peec second. The key is to test them with your actual competitive set and 50–200 prompts, rather than judging from the dashboards.

One caveat: AI answers are inherently variable. Identical prompts can produce different answers and citations, so a good tracker should aggregate repeated measurements over time rather than treating one answer as a definitive ranking. arxiv.org

If you tell me your industry, approximate company size, and whether you're looking for <$500/mo vs. enterprise pricing, I can narrow this to 2–3 tools and compare their current pricing/features.

If your goal is specifically tracking brand visibility across AI answer engines over time, I’d shortlist these:

• Ahrefs Brand Radar — best overall if you already use Ahrefs. It tracks mentions and citations across ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews and others, with competitor benchmarking and custom prompts. It also uses search-backed prompts rather than purely synthetic questions. ahrefs.com
• MeasureLLM — worth evaluating for a dedicated AI-visibility dashboard. It tracks brand recommendations across ChatGPT, Gemini, Claude, Perplexity, Meta AI and others, including visibility scores and competitor/share-of-voice analysis. www.measurellm.com
• Astroland — good if trend monitoring is the priority. It explicitly provides a 0–100 visibility score and daily tracking across ChatGPT, Claude, Gemini and Perplexity. www.astroland.ai
• PromptRush — interesting if you want platform-level diagnostics. It separates trackers for ChatGPT, Perplexity, Gemini, Google AI Overviews and AI Mode, and shows the sources driving your visibility. www.promptrush.ai

My recommendation

Start with Ahrefs Brand Radar if you want the most mature combination of historical tracking + competitor comparison + prompt-level visibility + citation analysis. If you don't otherwise need Ahrefs, I'd trial MeasureLLM alongside it and compare the actual data you get for your brand.

One important caveat: don't put too much weight on a single "AI visibility score." AI answers are stochastic, so the same prompt can produce different answers at different times. Recent research specifically recommends repeated sampling and treating visibility as a distribution rather than a precise point estimate. arxiv.org

If you tell me your company size / budget and which engines matter most (e.g. ChatGPT + Gemini + Perplexity), I can narrow this to 2–3 tools and compare pricing, coverage, metrics, and reporting.

If your goal is to track and compare your brand's visibility across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, Copilot, and other AI answer engines over time, you're looking for a Generative Engine Optimization (GEO) or AI visibility platform rather than a traditional SEO tool.

Here are the strongest options:

If your goal is to track and compare your brand’s visibility inside AI answer engines (ChatGPT, Gemini, Claude, Perplexity, AI Overviews, etc.) over time, I’d look at dedicated AI visibility / AEO (Answer Engine Optimization) platforms rather than traditional SEO rank trackers.

My shortlist:

My recommendation by situation

• Large brand / enterprise marketing team: start with Profound. It appears closest to an “AI search equivalent of enterprise SEO analytics.” www.tryprofound.com
• B2B SaaS or growth team wanting weekly dashboards: evaluate Peec AI first. Its metrics map well to executive reporting (visibility, position, sentiment, share of voice). peec.aipeec.ai
• SEO team adding AI visibility to an existing stack: evaluate Ahrefs. ahrefs.com
• Need to understand why AI answers mention competitors: look closely at tools that expose citations and source attribution, such as Profound or DeepSmith. deepsmith.aiwww.tryprofound.com

Metrics I’d insist the tool tracks

A good platform should measure:

1. Mention rate — % of relevant prompts where your brand appears
2. Share of voice — your visibility vs. competitors
3. Position/ranking — where you appear in recommendations
4. Sentiment and attributes — how AI describes your brand
5. Citation sources — which sites influence AI answers
6. Prompt-level trends — which customer questions you win or lose over time

One caveat: AI answers are less stable than traditional rankings, so avoid over-interpreting single snapshots. Look for trend data collected over many prompts and repeated runs rather than one-off checks. arxiv.org

If you tell me your company size, industry, and whether you care more about ChatGPT/Gemini visibility, citations, or competitor benchmarking, I can narrow this to 1–2 best fits.

If your goal is to track your brand's visibility across ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, Copilot, and similar AI answer engines over time, you're looking for a Generative Engine Optimization (GEO) or AI visibility platform rather than a traditional SEO tool.

Here are the strongest options today:

What to look for

The best platforms don't just tell you whether your brand was mentioned. They also measure:

• Brand mention frequency
• Share of voice versus competitors
• Ranking or prominence within AI-generated recommendations
• Which prompts trigger your brand
• Which competitors appear alongside you
• Sources and citations that AI models rely on
• Sentiment and positioning
• Historical trends so you can see whether visibility improves after content or PR campaigns

Research also suggests that single measurements are unreliable because AI responses vary from one run to another. Good GEO platforms repeatedly test the same prompts over time and aggregate results into trend metrics rather than relying on one-off checks. arxiv.org

My recommendations by company size

• Enterprise (Fortune 1000): Profound
• Mid-market SaaS/B2B: Peec AI or Semrush AI Visibility Toolkit
• Agency: Otterly AI
• Technical team wanting full control: Elmo (open source)

If your organization already has an SEO program, I'd favor a tool that combines traditional SEO metrics with AI visibility, since changes in search rankings, citations, and AI recommendations increasingly influence one another.

If your goal is tracking and comparing your brand’s visibility inside AI answer engines over time (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, etc.), I’d shortlist these:

My recommendation by situation:

• Large brand / marketing org / agency: start with Profound. It is closest to an “AI search analytics platform” rather than just a rank checker. www.tryprofound.com
• SEO team adding AI visibility: use Ahrefs Brand Radar so your existing SEO workflows extend into AI search. ahrefs.com
• Content + digital PR team trying to improve AI citations: evaluate Scrunch. scrunch.com
• Early-stage team wanting simple monitoring: look at Ranqo or GeoVector. www.geovector.airanqo.ai

When evaluating vendors, I’d make sure they can track these metrics over time:

1. Brand mention rate — % of tracked prompts where your brand appears
2. Share of voice — your visibility vs. competitors
3. Position/ranking — whether you are the first recommendation or buried in a list
4. Sentiment and accuracy — whether AI describes your brand correctly
5. Citation sources — which websites AI engines rely on when mentioning you
6. Prompt-level history — the exact questions where you win or lose visibility

One caveat: AI answers are variable, so a good platform should aggregate many prompts and repeated observations rather than treating a single ChatGPT response as a definitive ranking. arxiv.org

If you tell me your company size, industry, and whether you care more about ChatGPT/Gemini tracking vs. AI Overviews/SEO, I can narrow this to 1–2 best fits.

For tracking a brand’s visibility across AI answer engines (ChatGPT, Gemini, Claude, Perplexity, Copilot, etc.) over time, I’d look at AI visibility / GEO (Generative Engine Optimization) platforms rather than traditional SEO rank trackers. The category is still young, so the best choice depends on whether you need enterprise reporting, competitive intelligence, or lightweight monitoring. arxiv.org

My shortlist:

My recommendation by scenario:

• Enterprise / large marketing team: start with Profound or GEOly. You’ll likely care about historical trends, competitor benchmarking, reporting, and many tracked prompts.
• SEO/content team: Ahrefs AI Visibility is a natural fit because it connects AI visibility with broader search strategy. ahrefs.com
• Early-stage brand or SaaS company: try Geopsy, Astroland, or Visiblie for focused AI-answer monitoring without a large SEO suite. geopsy.ai

Before choosing, I’d make sure the tool can answer these questions:

1. Visibility trend: “Are we being mentioned more or less month over month?”
2. Competitive share: “When users ask category questions, who gets recommended instead of us?”
3. Prompt-level detail: “Which exact questions cause us to appear or disappear?”
4. Citation analysis: “Which websites and sources influence AI answers about our brand?”
5. Model comparison: “Are we strong in ChatGPT but weak in Gemini or Perplexity?”

One caution: AI answers are probabilistic, so a good tracker should measure many repeated prompts over time rather than treating a single answer snapshot as a ranking position. arxiv.org

If you tell me your company size (startup/mid-market/enterprise) and whether this is for SEO, PR, product marketing, or executive reporting, I can narrow it to 1–2 choices.