



A buyer who asks ChatGPT for the best tools in your category gets a short list of brand names. If your brand isn’t on that list, a citation link further down the answer won’t fix it.
So the focus below is mentions, for your brand and for competitors. We compare 9 tools and share our data on why mentions and citations split apart. At the end there’s a weekly routine for tracking rival mentions.
A brand mention is any time an AI answer names your company, a product or an executive in its text. It can be a recommendation, a neutral reference or a warning.
A citation is a link to a page shown as a source. Our glossary defines both AI mentions and AI citations.
Most engines now show sources. Anthropic says Claude’s web search includes source links so users can verify claims. The brands named in the text are a separate signal.
Being a source and being recommended are two different things. Across the prompts we track about AI search, the gap can be wide (Ansvisor tracking data, September 15 to October 14, 2026).
| Brand | Mentions | Citations |
|---|---|---|
| Semrush | 110.2k | 19.2k |
| Otterly | 96.3k | 15.8k |
| GetCito | 15k | 263 |
| LLMPulse | 94 | 11.4k |
AI engines cited ansvisor.com pages 19.7k times in the same 30 days.
LLMPulse pages were cited thousands of times, yet AI answers almost never named the brand. GetCito shows the opposite pattern: often named, rarely cited.
A citation-only tracker would report LLMPulse as a winner and GetCito as invisible. Only mention tracking shows which brands buyers hear about.

At a minimum, look for these seven:
| Metric | What to look for |
|---|---|
| Mention rate | The share of tracked prompts where the answer names your brand. |
| Position | Your position in the answer: first, somewhere in the middle, or last in a list. |
| Descriptors and sentiment | The words used to describe you, such as "affordable" or "enterprise", and the sentiment behind them. |
| Wrong facts | Wrong facts that need correcting, such as an old price or a missing feature. |
| Competitor co-mentions | Which rivals appear with you, and which appear when you don’t? |
| Share of voice | Your mentions as a share of all tracked brands, per AI engine. |
| Alerts | An alert when your mention rate drops or a competitor jumps. |
Measure each engine on its own. Google’s AI features documentation says AI Overviews and AI Mode may use different models and techniques.
We went through vendor websites and documentation in October 2026 and compared the tools on five points.
| Tool | Mention data | Engines |
|---|---|---|
01Ansvisor | An open-source AI search intelligence platform. It puts mentions and citations for each brand side by side, engine by engine. | It covers ChatGPT, Perplexity, AI Overviews, AI Mode, Gemini and Copilot. Claude is on Enterprise. |
02Profound | Enterprise mention tracking with fact checks. | Seven engines, DeepSeek and Claude among them. |
03AthenaHQ | Real-time mention alerts and hallucination detection. | Paid plans cover up to 11 models. |
04Scrunch | Mentions split by persona and region. | Five engines, including Claude and Copilot. |
05Peec AI | Position and sentiment per brand. | Four engines: ChatGPT, Perplexity, Gemini and Google AI Mode. |
06Otterly.AI | Mentions and link citations tracked separately. | Seven engines, including Claude. |
07Semrush AI Visibility Toolkit | Brand performance and competitor gaps. | It covers ChatGPT and Google AI Mode, among others. |
08Ahrefs Brand Radar | Mention benchmarks across a large prompt set. | Seven engines, including Claude. |
09GetCito | An open-source project. It tracks positive and negative mentions. | Five engines, from ChatGPT to Claude. |
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.
Best for: teams that want mention, citation and sentiment data side by side, with competitors on every prompt.
The leaderboard ranks your brand against competitors by visibility score, mentions, citations, positive sentiment and share of voice. Answer engine insights show each full answer, so you can read the context of every mention.
Head-to-head and prompt-by-prompt comparisons show where a rival is named and you aren’t. The code is on GitHub under the MIT license.
Best for: enterprise brands that need accurate brand descriptions across many AI engines.
Profound tracks how AI engines describe your brand through Answer Engine Insights, with sentiment and benchmarking views. Its FactCheck feature verifies claims AI makes about your brand.
Coverage includes ChatGPT, Perplexity, Claude, Gemini, Copilot, DeepSeek and Google AI Overviews.
Best for: PR and brand teams that need fast alerts when AI answers change.
AthenaHQ tracks how often your brand is mentioned and in what tone, plus competitor share of voice. Mention alerts arrive in real time. For PR teams, it also offers hallucination detection and crisis detection.
A free Essential tier covers five major engines, and paid plans cover up to 11 models.
Best for: enterprises that want mention data broken down by audience and market.
Scrunch tracks brand presence, performance and position across ChatGPT, Perplexity, Claude, Gemini and Copilot. Competitor benchmarks can be cut by persona, topic and geography.
Topic and entity tracking shows which subjects AI engines link to your brand.
Best for: marketing teams that want an easy-to-read view of position and sentiment per brand.
Peec AI tracks how often and where your brand appears across ChatGPT, Perplexity, Gemini and Google AI Mode. You add competitor brands to compare position and sentiment.
Source discovery shows which review sites, Reddit threads and editorial domains drive mentions for each brand.
Best for: small teams that want mentions and link citations tracked separately at a low price.
Otterly.AI tracks when your brand is mentioned and which websites are cited across seven engines, including Copilot and Claude. You also get share of AI voice and sentiment, with competitor comparisons.
Its pricing page lists plans from $29 per month.
Best for: SEO teams on Semrush that want brand mention data next to keyword data.
The Semrush AI Visibility Toolkit compares your mentions with the median of your top competitors. Brand Performance covers share of voice, sentiment and the main reputation narratives.
Competitor Research lists prompts where rivals are cited and you aren’t.
Best for: teams that want mention benchmarks across a large, search-backed prompt set.
Ahrefs Brand Radar tracks brand mentions in AI answers and benchmarks them against competitors. It finds AI citations as well. It covers Google AI Overviews, AI Mode, ChatGPT, Gemini, Perplexity, Copilot and Claude.
It also tracks brand visibility on YouTube, Reddit and TikTok, which often feed AI answers.
Best for: teams that want to test open-source mention tracking with agency support.
GetCito tracks positive and negative mentions across ChatGPT, Google AI Overviews, Perplexity, Claude and Gemini. The company is a GEO agency that also publishes its tool on GitHub.
Once a tool is set up, this weekly routine takes a digital marketing specialist about an hour.
Pick 30 to 100 buyer prompts. Mix category queries ("best X for Y"), comparisons and alternatives, plus problem questions.
Add three to five competitors. Ask sales which brands they lose deals to; those matter more than the biggest names.
Run the prompts every week in ChatGPT, Google AI Overviews, AI Mode, Gemini, Copilot and Claude.
Log who is named and in what order. First position in a list carries the most weight.
Record descriptors and sentiment, for example when a rival is called "cheaper" or "easier".
Check the sources behind each rival mention. Review sites, best-of lists and forums are common.
Act on the three biggest gaps. That could mean updating a page, pitching a list owner or answering a forum thread.
Our competitor benchmarking runs this routine automatically. For a ChatGPT-only version, read how to track competitors in ChatGPT.
Search Console’s generative AI performance reports show impressions in AI Overviews, AI Mode and Discover by page, country, device and date.
They show no queries, clicks or competitors.
Bing’s AI Performance report counts citations of your pages in Copilot and Bing AI summaries.
Both measure pages. Neither tells you when an answer recommends a competitor and leaves you out.
Mentions follow what the web says about you. A 2025 study of AI search engines found a strong bias toward earned, third-party media, unlike Google’s more balanced mix.
Our guide on how to increase AI mentions and citations covers each tactic in detail.
Mention tracking answers one question: are we recommended?
Citation tracking tells you which of your pages the engines use as sources.
Most teams need both. If URL-level citation data is your main goal, see our list of AI search citation tracking tools.
Our platform runs your prompts on a schedule. For every answer it records each brand named, where it sits and how it’s described, next to the cited sources. A leaderboard compares mentions, citations and share of voice for you and each competitor.
For ChatGPT specifically, our ChatGPT visibility tracker shows when answers name you. You can also self-host the open-source project on GitHub.
See which competitors AI answers name for your top prompts.
Ansvisor, Profound, AthenaHQ, Peec AI, Otterly.AI, Semrush AI Visibility Toolkit and Ahrefs Brand Radar track brand mentions in AI answers. They run your prompts on a schedule and record when ChatGPT, Gemini or Google AI name you and your competitors.
Semrush lists prompts where competitors are cited and you aren’t. Ahrefs Brand Radar, Otterly.AI and Peec AI show cited domains for each brand, and most GEO tools compare competitor mentions and share of voice.
Pick 30 to 100 buyer prompts, add three to five competitors and run them weekly in each AI engine. Track which brands are named, in what order and with what sentiment, and note the sources cited when a rival wins.
A mention is your brand name in the answer text. A citation is a link to a page shown as a source. Engines often cite a page without naming the brand behind it, and the reverse happens too, so track both.
Use a tool that runs your prompts in ChatGPT on a schedule and logs which brands are named and which sources are cited. Otterly.AI, Peec AI, Profound and Semrush all cover ChatGPT, so compare how often prompts run and how long answers are stored.
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.
Each prompt you win brings more mentions, more citations and more buyers. Ansvisor keeps finding the next one.
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© 2026 Ansvisor. All rights reserved. Ansvisor is an open-source AI Search Execution Platform for AI Visibility. Ansvisor is a brand owned and operated by Empler AI Inc.
The open-source AI Search Execution Platform. Track how AI answers talk about your brand and act on it.
Open source · MIT license© 2026 Ansvisor, a brand of Empler AI Inc. · 1401 PE Ave. Unit 105, Wilmington, DE 19806, United States
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