What does the LLM Mention Monitor actually measure?

It queries DataForSEO's LLM Mentions dataset — a corpus of real AI answers from Google's AI Overviews and ChatGPT — and returns how often your domain or brand keyword is mentioned across those answers, the AI search volume behind those mentions, and the top source domains cited alongside you. Think of it as Ahrefs for AI answers.

How is this different from your 'Am I in ChatGPT?' tool?

Am I in ChatGPT? runs a live, real-time query against 4 AI engines for a specific question you type — it answers 'for this exact prompt right now, does the AI mention me?'. LLM Mention Monitor pulls aggregated historical mention data across thousands of AI answers — it answers 'across all the AI answers being generated in my category, how visible am I overall?'. Use the first for demos and specific queries. Use this one for baselining and tracking share of voice.

Which platforms are covered?

Google (AI Overviews) and ChatGPT are queried on every run. Perplexity, Claude, and Gemini mention data is still limited at the API layer — we'll add them once the coverage is production-ready.

Why do I see 0 mentions for my domain?

Three common reasons: (1) your domain hasn't been cited in enough AI answers yet to show in the aggregated dataset — try a brand keyword instead; (2) your brand competes under a different name in AI answers; (3) coverage for very small or new brands can lag by 30–60 days. The 'top brand entities' list shows who IS being mentioned in your category — that's your competitive gap.

How often is the data refreshed?

DataForSEO's aggregated LLM mention dataset updates on a rolling basis. This tool caches each lookup for 24 hours to keep the free tier sustainable — running the same target within 24h returns the cached result instantly.

Is there a limit on the free tool?

Yes. To keep it free and sustainable: 3 checks per hour per IP, and a global daily cap. If you need continuous monitoring, weekly reports, or historical trend charts, that's what our Brand Authority Audit and paid engagements cover.

Free tool

How Often Is Your Brand Mentioned in AI Answers?

Free share-of-voice monitor for AI answer engines. Enter a domain or brand and we scan Google AI Overviews and ChatGPT across dozens of buyer-intent queries in your category, then return your total mention count, the AI search volume behind those mentions, the top websites cited alongside you, and the competing brands quietly winning the category — so you can see exactly where you are being recommended, ignored, or replaced.

Domain

We query DataForSEO's LLM Mentions dataset for Google AI Overviews and ChatGPT. Results cache 24 hours per target.

If you're invisible in AI, you're losing clients right now.

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