Tools That Show Whether AI Assistants Mention Your Brand

Written by: Content & GEO Research

Fastlook Team

Posted: 11/11/20267 min readUpdated: 10/11/2026

Buyers now ask ChatGPT and Perplexity for vendor shortlists before they ever open Google, so a brand that is absent from those answers is absent from consideration. Tools that show whether AI assistants mention your brand fill that blind spot, but they differ sharply in what they measure and what they cost. This guide sets out a decision framework for choosing one, and explains why a mention count alone tells you less than it appears to.

Quick answer

Dedicated AI visibility trackers are tools that send fixed prompts to AI engines and log which brands appear. Examples include Otterly. AI, Peec AI, Semrush's AI mention tracking and SE Ranking's AI visibility offering.

Topic: which tools help me see if ai assistants mention my brand
Last updated: Nov 10, 2026
Read time: 7 min

Key Takeaways

The short answer is a dedicated AI visibility tracker.
A single mention count is a snapshot of one answer, and AI answers are not repeatable.
A mention is any appearance of your brand name in an AI answer.
Larger teams should verify single sign-on, user seats, market coverage and data export before comparing prices.

Which tools help me see if AI assistants mention my brand?

The short answer is a dedicated AI visibility tracker. Tools in this category send a fixed set of prompts to engines such as ChatGPT, Perplexity, Gemini and Google AI Overviews, then record which brands appear in each answer. Entry points are low: according to Elfsight, affordable dedicated mention trackers start around $20 per month. Pricing scales with the number of prompts tracked and the number of engines covered, so the first decision is how many buying-stage questions you need to watch.

Choose on coverage and prompt control before price. Confirm which engines are monitored, whether you can write your own prompts, and whether results show the cited URL as well as the brand name. Otterly.AI lists a Lite plan at $29 per month with 15 search prompts, according to SiteSignal's comparison, while Peec AI's Starter plan is listed at $95 per month with 50 prompts. Semrush and SE Ranking sit higher in the market, with AI mention plans starting at $139 per month and $99 per month respectively.

Tool	Listed entry price	Prompts or scope	Source
Otterly.AI (Lite)	$29/month	15 search prompts	SiteSignal comparison
Peec AI (Starter)	$95/month	50 prompts	SiteSignal comparison
Semrush AI mention tracking	From $139/month	Plan-dependent	TheRankMasters guide
SE Ranking (SE Visible)	$99/month	All engines on every plan	SE Ranking
Beamtrace	14-day trial, no card	5 prompts in trial	Beamtrace pricing page

Prices were checked in September 2026 and change often. Verify before budgeting. Competitors such as profound.com and goodie.ai are not covered by the sources used here, so their pricing is not publicly documented in this guide.

which tools help me see if ai assistants mention my brand — by the numbers

800 million

ChatGPT passed weekly users

94%

In a B2B survey cited by Elfsight 6sense Buyer Experience , of buyers…

42%

AI-referred visitors converted better than other traffic

34.5%

Ahrefs measured that AI Overviews reduce clicks to the #1 organic result by

Why do AI answers differ between runs, and how should I read the results?

A single mention count is a snapshot of one answer, and AI answers are not repeatable. Ahrefs has stated that ChatGPT responses are not deterministic, so running the same prompt twice can produce different answers. A brand that appears in one run and vanishes in the next has not necessarily gained or lost ground. Read results as a frequency across many runs of the same prompt, not as a yes or no.

Accuracy matters as much as presence. SiteSignal's 6,199-check study of UK workwear brands (May to October 2026) found AI gave a correct answer 50.5% of the time, no specific answer 34.6% of the time and a wrong answer 5.0% of the time. A tool that reports only that you were mentioned cannot tell you whether the mention was right. Check the text of the answer alongside the count.

How is a mention different from a citation or a recommendation?

A mention is any appearance of your brand name in an AI answer. A citation means the engine links to or names your page as a source. A recommendation means the answer actively advises the reader to choose you. These carry different weight. A brand can be mentioned in a list of ten vendors without being recommended, and cited without being the top pick. Track all three separately so you know which problem you have.

Citation is the signal that most affects your own content. According to the Princeton and Georgia Tech GEO study, cited by RankPrompt, adding authoritative citations to web content increased the probability of LLM extraction by 30% to 40%. However, if a tool reports mentions but not the URLs behind them, you cannot see which of your pages earn that extraction.

What should I check before buying at enterprise scale?

Larger teams should verify single sign-on, user seats, market coverage and data export before comparing prices. Specifically, Peec AI offers SSO over SAML 2.0 on its Enterprise tier. Its Pro plan is $245 per month for 150 prompts, and Advanced is $495 per month for 350 prompts, according to the SitePoint enterprise guide.

SSO support on the Enterprise tier
User seat limits
Engine and market coverage
Data export options

Ask vendors for exports of raw answers, not just dashboards. However, raw exports let your analysts audit accuracy themselves.

Be realistic about what no tracker solves. Monitoring shows you the gap, but it does not close it. Closing the gap requires publishing pages that AI engines can read, trust and cite. That is the work of answer engine optimization (AEO) and generative engine optimization (GEO). Fastlook pairs citation tracking across ChatGPT, Perplexity, Gemini and Google AI Overviews with Page Engine. Page Engine auto-generates AEO-optimized pages for WordPress, Webflow or Shopify, so measurement feeds directly into the content you publish.

Sources & further reading

The specific figures and claims on this page are grounded in the following sources, reviewed at the time of writing:

Related guides

Frequently asked questions

What tools help me see if AI assistants mention my brand?

Dedicated AI visibility trackers are tools that send fixed prompts to AI engines and log which brands appear. Examples include Otterly.AI, Peec AI, Semrush's AI mention tracking and SE Ranking's AI visibility offering. They send prompts to ChatGPT, Perplexity and Gemini. Entry-level plans start around $20 to $29 per month for some tools, according to Elfsight and SiteSignal. However, confirm engine coverage and whether the tool shows source URLs before you buy.

How much do AI brand mention tracking tools cost?

Entry-level plans cost about $20 to $29 per month for some tools, according to Elfsight and SiteSignal. Prices vary widely beyond that. Otterly.AI's Lite plan is listed at $29 per month with 15 prompts. Peec AI's Starter plan is $95 per month with 50 prompts. SE Ranking's SE Visible is $99 per month with all engines included. Semrush's AI mention plans start at $139 per month. Specifically, enterprise tiers such as Peec AI's Pro plan at $245 per month add more prompts and SSO.

Why does ChatGPT mention my brand in one answer and not the next?

ChatGPT responses are not deterministic, according to Ahrefs. Ahrefs has stated that running the same prompt twice can produce totally different answers. Therefore, read mention data as a frequency across many runs of the same prompt, not as a single yes or no. Treat one missing mention as noise until it repeats across runs.

How do I track which prompts mention my brand?

Build a prompt set from the questions buyers ask at each stage, then run those prompts repeatedly through a tracker that records the full answer text. Look for the prompts where your brand appears, where it is cited with a link, and where a competitor is recommended instead. Prompt-level results show exactly which buying questions you own.

What is the difference between a mention, a citation and a recommendation?

A mention is any appearance of your brand name in an AI answer. A citation means the engine names or links your page as a source. A recommendation means the answer advises the reader to choose your brand. A brand can be mentioned in a long vendor list without being recommended. Therefore, track all three separately.

Do AI mention trackers check whether the answer is accurate?

Not all of them. SiteSignal's study of UK workwear brands (May to October 2026, 6,199 checks) found AI gave a correct answer 50.5% of the time, no specific answer 34.6% of the time and a wrong answer 5.0% of the time. A presence-only tracker cannot show you this. Choose a tool that exposes the full answer text for review.

Which enterprise features should I check before buying an AI visibility tool?

Check single sign-on, user seats, the number of markets and prompts, and raw data export. Peec AI offers SSO over SAML 2.0 on its Enterprise tier, according to the SitePoint enterprise guide. Export of raw answers matters because it lets analysts audit accuracy rather than trust a dashboard summary.

Can I try an AI mention tracker before paying?

Yes, some offer trials. Beamtrace provides a 14-day trial with no credit card required and includes 5 prompts, according to its pricing page. Use the trial to test your own buying-stage prompts, not the vendor's demo prompts, so the results reflect your category.

What should I do after I find out my brand is missing from AI answers?

Publish pages that answer the missing buying questions directly, state specific facts with sources, and include structured data so engines can extract them. The Princeton and Georgia Tech GEO study, cited by RankPrompt, found authoritative citations raised extraction probability by 30% to 40%. Then re-run your prompts to measure the change over time.

Which Tools Help Me See If Ai Assistants Mention My Brand