AI Visibility Score Calculator
A directional exercise for rates you collected yourself. It is not a RecoProof metric: it makes no AI API call, measures nothing, and uses no benchmark or validated weights.
Calculate to see the weighted score, strongest inputs, weakest inputs, and a next-step recommendation.
A manual exercise, not a RecoProof metric or a validated benchmark.
mention × 15% + recommendation × 30% + owned citations × 20% + third-party citations × 10% + inverse competitor presence × 10% + cross-model consistency × 15%
How to interpret it
The weights deliberately emphasize explicit recommendation and source evidence. They are a transparent diagnostic choice, not a scientific validation, market average, or substitute for retained answers.
RecoProof does not publish a composite score. Its public metrics are defined in the methodology, each with its source, sample and date.
Weights total 100%.
Manual inputs cannot establish real AI visibility.
A useful measurement also needs the commercial question set, provider or interface, date, geography, language, repetitions, raw answers, citation URLs, entity matching, and confidence review. Use this calculator to structure a conversation—not to claim market performance.