ChatGPT answers, unedited

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.