AI visibility checker. See who AI recommends.

An AI visibility score measures how often — and how prominently — your brand appears when AI assistants answer the buying questions in your category. A score of 0 means you are invisible: when buyers ask for recommendations, the answers name your competitors instead. A high score means AI answers recommend you by name.

It is the AI-search equivalent of a rank tracker. Instead of positions on a results page, it tracks presence inside the answer itself.

We generate buyer-intent prompts for your category, run each one live through an AI answer engine with real-time web search, and weight every outcome: leading the answer counts full, being mentioned counts 0.6, being cited as a source without a mention counts 0.4, and absence counts zero. The weighted total, normalized to 100, is your score. The exact prompts are shown with your result — nothing is hidden.

The score measures your presence against the maximum possible: did the answers mention you, and how prominently. Share of voice measures you against competitors: of all brand mentions across the same answers, what percentage were yours. You can have a mid score and a high share of voice in a quiet category, or the reverse in a crowded one. We report both.

The free check runs your prompts through Claude with live web search — a grounded answer pipeline that draws on the same sources ChatGPT search, Perplexity and Google AI Overviews retrieve from. The full Roman tracker monitors ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews continuously, with prompts sourced from your real audience signals.

Usually one of three reasons. The sources AI engines cite — review sites, comparison pages, forums, listicles — do not mention you. Your own pages are not structured for answer extraction, so engines cannot quote you. Or your category content simply does not exist yet: nobody can recommend what they cannot find. The check shows which sources the answers actually cited, so you can see exactly where you are missing.

Yes. No signup, no email gate, no credit card. We built it because the result is the best demonstration of what Roman does: most tools that find your AI visibility gaps stop there. Roman’s agents research, write and publish the content that closes them.

AI answers churn — enterprise case studies report 40–60% of cited sources changing month to month. A one-off check is a snapshot; treat it as directional. For anything you plan to act on, track weekly and tie movement to the content you shipped. That continuous tracking is what the full Roman product does.

Below 20, you are effectively invisible in AI search. 20–50 means you appear inconsistently — usually when an answer happens to cite a source that mentions you. 50–80 means you are a regular recommendation. Above 80, you are the default answer in your category. Most brands checking for the first time score under 30; the gap is normal, and it is closable.