Answer visibility
AI Search Visibility Scorecard
Turn a controlled prompt test into mention rate, citation rate, factual accuracy, and competitor-share signals without pretending one score proves revenue.
Use the scorecard with a fixed prompt set, market, date and model. Retest the same set after material website, proof, authority, or entity changes.
Searchmaxxed built the ai search visibility scorecard to turn a vague search problem into numbers and decisions you can challenge before you invest.
How to use it
- A mention is not a citation. A citation is not a recommendation.
- Record the model, retrieval state, location, date and exact prompt set.
- Treat model answers as volatile samples, not permanent rankings.
Score visibility
The interactive version runs in your browser and stores nothing. Replace the defaults with first-party analytics, CRM, sales, prompt-test, or market-map data before using the output for a decision.
Methodology
- Mention rate = prompts where the brand appears ÷ prompts tested.
- Citation rate = prompts linking or attributing to the brand ÷ prompts tested.
- Fact accuracy = correct brand mentions ÷ prompts where the brand appears.
- Competitor-share gap compares brand mentions with the strongest observed competitor.
Want a more comprehensive strategy?
If you want the full SEO/AEO system built around your business, get in touch.