



A mention count can look healthy while the answer behind it hurts you. ChatGPT might name your brand in every run and still quote outdated facts, file you under the wrong category or pitch you as the budget option.
We compared ten tools on whether they show more than mentions: tone, factual accuracy and the sources behind each answer. At the end you’ll find a 10-question checklist for auditing how AI describes your brand.
AI brand visibility is how your brand shows up, and how it’s portrayed, in AI answers. The engines that matter most are ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Microsoft Copilot and Claude.
We break it into four questions:
Does the answer mention your brand on prompts where buyers should hear about you?
Does it recommend you as an option, or just list you in passing?
Is your category right? Are your features and pricing described correctly, in a positive or neutral tone?
Which sources does the engine lean on when it talks about you: your pages, review sites or forum threads?
An AI brand visibility tool, also called an AI brand monitoring tool, checks all four on a schedule. It runs your prompts and stores every answer, then flags what changed.
People already use AI for exactly this kind of research. The NBER study How People Use ChatGPT found that practical guidance, seeking information and writing make up nearly 80% of conversations.
Social listening covers what people post about you on social networks and forums, and in the news. Rank tracking tells you where your URLs sit for a keyword in search results.
Neither shows what an AI engine says when a buyer asks about your category. That’s the gap AI brand monitoring fills.
The three overlap, since AI engines often cite forum threads and reviews. Only AI brand monitoring shows the final answer the buyer reads.
And that answer moves. In a SparkToro study, ChatGPT and Google’s AI almost never returned the same brand list twice across 2,961 runs.
The authors concluded that visibility across many runs is a reasonable metric, while a single position is not. Pick tools that report rates, not ranks.
Mention rate: the share of tracked answers that name your brand, by engine and by topic.
Recommendation rate: the share of answers that suggest your brand for the buyer’s need.
Sentiment: whether each mention is positive, neutral or negative, with the sentence that drives the score.
Accuracy: whether the facts are current, from product details and pricing to office locations and leadership.
Competitor framing: which brands you’re compared with, and which one the answer prefers.
Sources: the URLs cited when the engine describes you, split by owner: your pages, competitor pages and third-party pages.
Accuracy still needs a person. A 2025 paper, Why Language Models Hallucinate, explains that models sometimes guess when they’re uncertain.
Those guesses can sound confident. No score will tell you that an answer lists a discontinued product.
Someone on your team has to read the answers for your top prompts. Our glossary entries on brand mentions and AI reputation define these signals in more detail.
We reviewed each vendor’s product and pricing pages in October 2026. Five criteria mattered most for teams that own brand reputation.
How deep the brand signals go. Mentions are the floor. We looked for recommendation tracking and sentiment, plus any claim or fact checks.
Whether you can read every stored answer and see what changed between runs.
Exact cited URLs, so you know which pages shape your brand’s description.
Which engines each plan includes: ChatGPT, Google AI Overviews, AI Mode, Gemini, Copilot, Claude.
Alerts and exports, reports for clients or executives, and how transparent the pricing is.
| Tool | ChatGPT | AI Overviews | AI Mode | Gemini | Copilot | Claude |
|---|---|---|---|---|---|---|
| Ansvisor | Yes | Yes | Yes | Yes | Yes | Enterprise plans |
| Profound | Yes | Yes | Yes | Yes | Enterprise plans | Enterprise plans |
| AthenaHQ | Yes | Yes | Paid plans | Yes | Yes | Paid plans |
| Peec AI | Yes | Not stated | Yes | Yes | Yes | Not stated |
| Semrush AI Visibility Toolkit | Yes | Yes | Yes | Yes | Not stated | Enterprise AIO plan |
| Ahrefs Brand Radar | Yes | Yes | Yes | Yes | Yes | Yes |
| Otterly.AI | Yes | Yes | Add-on | Add-on | Yes | Add-on |
| Scrunch | Yes | Yes | Yes | Yes | Not stated | Yes |
| Cognizo | Yes | Yes | Yes | Yes | Not stated | Yes |
| AirOps | Yes | Not stated | Not stated | Not stated | Not stated | Not stated |
Disclosure: Ansvisor is our product. We list it first for teams that want open-source, self-hostable AI visibility tracking; other tools fit better for the cases noted below.
| Tool | Best for | Pricing |
|---|---|---|
| Ansvisor | Brand and SEO teams that want sentiment and citations tied to tasks, in one open-source platform. | Engine coverage differs by plan. 14-day free trial. |
| Profound | Enterprises that need to check AI claims about their brand; up to nine engines. | Free 7-day trial on three engines. Enterprise pricing is custom. |
| AthenaHQ | PR teams; crisis detection and press kit work; free plan with five engines. | Free Essential plan. Starter at $295 per month. |
| Peec AI | Marketing teams and agencies that want sentiment and position in a focused tool. | Priced by tracked prompts, active models and frequency. |
| Semrush AI Visibility Toolkit | Semrush users; brand sentiment and narratives next to SEO data. | Add-on at $99 per month with 25 prompts. No free trial. |
| Ahrefs Brand Radar | Market-wide brand comparisons and off-site sources like Reddit and YouTube. | Small prompt allowances on paid Ahrefs plans, plus a paid index add-on. |
| Otterly.AI | Small teams; mention alerts and sentiment from $29 per month. | From $29 per month for 15 prompts, with a free trial. |
| Scrunch | Enterprise brands managing representation by persona and region. | Starter at $250 per month billed annually, or $300 month to month. 7-day free trial. |
| Cognizo | Growth teams that want monitoring plus content fixes. | Not listed on the homepage. |
| AirOps | Content teams fixing brand gaps at scale with human review. | Based on task volume. |
It tracks mentions and sentiment, plus citations, across ChatGPT, AI Overviews, AI Mode, Gemini, Perplexity and Copilot. Claude tracking is available on Enterprise plans. Each stored answer shows the exact text and sources behind a score.
Competitor benchmarking shows which brands win each prompt. Query fan-out reveals the sub-searches engines run before they answer. The code is MIT-licensed on GitHub.
Profound puts citation analytics and sentiment under Answer Engine Insights, along with FactCheck. FactCheck verifies the claims AI engines make about your brand.
Enterprise plans track up to nine engines, including ChatGPT, Perplexity, Google AI Mode, Gemini, Copilot, Claude and AI Overviews. Languages and regions are custom.
AthenaHQ tracks brand mentions and share of voice, along with sentiment and citations. Its free plan covers ChatGPT, Perplexity, AI Overviews, Gemini and Copilot.
Paid plans add Google AI Mode, Claude, DeepSeek, Meta AI and Mistral. For PR teams it offers press kit optimization and crisis detection.
Peec AI tracks visibility and position, plus sentiment, for your own prompts, suggested prompts and tagged groups. Its site and docs name ChatGPT, Perplexity, Gemini, AI Mode and Copilot.
A sources view shows which sites AI answers rely on. Recommendations then point to actions such as earning reviews or joining relevant discussions.
The Semrush toolkit includes a Brand Performance report with share of voice, brand sentiment and the narratives shaping your reputation. It adds AI-generated recommendations.
Semrush says the toolkit covers ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews. A Competitor Research report shows prompts where rivals are cited and you aren’t.
Ahrefs Brand Radar tracks brand mentions and citations across AI Overviews, AI Mode, ChatGPT, Gemini, Perplexity, Copilot and Claude. Ahrefs says its index holds over 475 million monthly prompts.
AI Sources follows Reddit and video platforms such as YouTube and TikTok. Much of a brand’s reputation forms there.
Otterly.AI tracks brand mentions and share of AI voice. It also scores sentiment, logs citations and sends alerts when your brand mentions change.
ChatGPT, AI Overviews, Perplexity and Copilot are included on every plan. Gemini, AI Mode and Claude are add-ons.
Scrunch tracks prompts and topics as well as entities across ChatGPT, Claude, Gemini, Perplexity, Google AI Mode, AI Overviews and Meta. Benchmarks can be cut by competitor or persona, and by topic or region.
Alerts and scheduled reports keep brand teams informed. Its Agent Experience Platform builds an AI-friendly version of your site.
Cognizo tracks mentions and citations, with sentiment, across ChatGPT, Perplexity, Gemini, AI Overviews, AI Mode, Claude and Meta AI. It explains why AI doesn’t recommend a brand.
It then turns those insights into briefs and drafts. It also shows which competitors bid on your category in ChatGPT ads.
AirOps combines a content platform with a hands-on strategy team. It researches and publishes content, then refreshes it, using brand kits, knowledge bases and approval steps.
Its pricing page lists ChatGPT insights on Solo and insights across 7+ answer engines on Pro. Sentiment and theme analysis appear in the Enterprise feature list.
We track prompts about AI search across ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Copilot and Perplexity. Our own brand shows why mentions and citations need separate tracking.
AI answers cited our pages 19.7k times, about the same as Semrush at 19.2k.
The same answers named the two brands at very different rates.
Source: Ansvisor tracking data, September 15 to October 14, 2026.
So engines used our articles as evidence, then often credited the answer to other brands. A citation count alone would have hidden that gap.
Run this checklist once a month on your 20 highest-value prompts. Log a yes or no for each question, and save the answer text.
Questions 3 to 5 catch accuracy problems. Questions 8 and 9 tell you where to fix them.
For ChatGPT step by step, read how to track your brand visibility in ChatGPT. For mention-first tools, see tools that monitor brand mentions in AI answers.
PR and communications teams should look at AthenaHQ for crisis detection, or Profound for claim checks at enterprise scale.
Brand and product marketers get sentiment trends and competitor framing from Peec AI or Semrush.
SEO teams can keep brand data next to search data in Ahrefs Brand Radar or Semrush.
Small teams get alerts and a low entry price with Otterly.AI.
Content teams can use Cognizo or AirOps to turn gaps into content.
If data rules keep prompts in-house, pick an open-source tool you can self-host.
Compare the wider market in our list of the best AI visibility tools, or see LLM visibility trackers that cover many models.
Answer Engine Insights stores every answer about your brand, with the sentiment and competitors attached. You can read the exact sentence behind each score.
Citation monitoring shows which pages engines cite when they describe you. That tells you which source to fix first.
AI brand visibility is how often AI engines such as ChatGPT and Gemini name your brand, and how accurately they describe it. It also covers whether they recommend you, the tone they use and the sources behind each answer.
Ansvisor fits teams that want sentiment, citations and tasks in one open-source platform, in the cloud or self-hosted. For enterprise and PR teams, Profound and AthenaHQ are strong picks. Peec AI and Otterly.AI cover focused tracking, and SEO teams often prefer Semrush or Ahrefs Brand Radar.
It measures how often AI names and recommends your brand, and how you’re framed against competitors. It also tracks sentiment and the sources cited. Better trackers store the full answer text, so you can check facts and see what changed.
Social listening follows what people post about your brand online. AI brand monitoring records what engines like ChatGPT tell buyers who ask about your category. They overlap, since engines often cite forum threads and reviews.
Not directly, since no engine lets you edit its answer. Fix the facts on your own pages first, then update the third-party pages engines cite. Re-check the same prompts a few weeks later to see whether the answers changed.
Co-founder at Ansvisor
Cihan Geyik is the co-founder of Ansvisor, an open-source, cloud-ready AI Visibility platform for AI Search. With more than 15 years of experience in digital marketing and growth, he writes about AI visibility, AI search, AEO, GEO, citations, and answer engines. He focuses on helping brands understand and improve their presence across ChatGPT, Gemini, Perplexity, Google AI Overviews, and other AI-powered discovery platforms.
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