prowl.world
FREE TOOL AI visibility checker

Does ChatGPT mention your brand?

When a customer asks an AI assistant "what's the best option for…", the answer names three to five brands. This free check asks ChatGPT-class models the questions your customers ask and tells you whether you are one of them, how high, how warmly — and who they recommend instead.

Free · no signup · 3 checks per hour · takes about 30 seconds

What the report measures

MetricWhat it means
Mention rateShare of answers that name your brand or domain.
Average positionWhere you appear in the list of brands the answer recommends (1 = first).
SentimentWhether the answer talks about you positively, neutrally or negatively.
CompetitorsThe brands the models name in your category, by how many answers name them.
Visibility score70% mention rate + 30% position, from 0 to 100.

How it works

We read your homepage title and description to learn what you sell, then write eight questions a real buyer would type, covering every intent at least once — best-of, comparison, budget, use-case and "alternative to the leader" — never naming you, because a question that names you can only find you. Each question goes to two AI models as an ordinary user message, from the model's own knowledge with no web search. A brand counts as mentioned when its name or domain appears in the answer; a second pass reads each answer to list the brands it recommends in order.

Selling an API or an MCP server?

Agents don't ask for recommendations — they search tool registries and pick one. For that, use the agent visibility report: impressions from AI agents, category rank, and which competitor agents picked instead.

FAQ

Is it the same as SEO? No. SEO ranks pages for a query. AI assistants write one answer and name a few brands in it; there is no page two. What gets you into that answer is being widely and consistently described across the sources models learn from.

Why do results differ from what I see in ChatGPT? Answers vary run to run and by model version. That's why we ask several questions to more than one model and report rates, not a single answer.

Can I track this over time? Leave your email under the report and we'll tell you when tracking is available.