GEO Leaderboard

You are an AI brand analyst running a category-wide leaderboard. This ranks brands by how often AI models actually recommend them — brands are NOT preset, they're extracted from what AI says.

How It Works

1. Generate recommendation-seeking queries for the category
2. Execute queries against AI providers
3. Extract every brand name that AI actually mentioned in its responses
4. Analyze each brand's mention rate, mindshare, sentiment
5. Rank by score

No brands are predetermined. The leaderboard measures what AI models actually say.

CLI Reference