Brand Mirror

See which brands AI recommends — and what shapes the answer.

Buyers are asking ChatGPT before they ask Google. Measure what they hear when they ask about you — sampled live, never guessed.

View sample reports

Free Snapshot, no signup, no card. Full Audit with your own OpenAI API key.

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Sample reports

Real analyses of real brands — the exact report you get, nothing staged.

Titan

Sample report

Watches · India

A first-choice dead heat with Casio that mention rates alone would never show.

View the full report

Independent analysis using sampled AI answers and publicly cited web sources. Not commissioned or endorsed by the featured brands.

Two ways to look in the mirror

Free Brand Snapshot

Free

· 5 buyer questions
· One live sample per question
· No API key
· Directional snapshot
· Funded by Brand Mirror

Full Audit

Your API key

· 17 buyer questions
· Repeated measurements
· Conditional tie-breakers
· Complete evidence and PDF
· Uses your OpenAI API key — Brand Mirror does not charge and never stores the key

Brand Mirror provides a sampled analysis based on the selected AI model, buyer questions, market, date and live cited web sources. AI answers can vary — findings are directional evidence, not universal proof.

How it works

Tell us your brand

We identify your category, region, and the two competitors buyers actually weigh you against. You stay in control of all of it.

We ask AI what buyers ask

Real buyer questions run live with web search — five in the Free Snapshot, seventeen with repeats and tie-breakers in the Full Audit.

See your mirror

Where you show up, where you're invisible, which sources feed AI's answers, and which channels those sources come from.