Platform · Measure
One number your team can rally around. Five more that explain it.
The scorecard turns 300 grounded AI answers into a Share of AI Voice you can put in front of anyone — and every number on it traces back to a stored answer you can open and read.
AI Visibility Scorecard
Grounded · live web searchShare of AI Voice
24% +6
Questions won
7/20 +3
Avg. rank
2.3 ▲
Share of AI Voice
90-day trend
▲ climbing
Illustrative example — your report shows your own numbers, each tracing to a stored answer.
Diagnosis · Authority gap
The AI cited a “best of” roundup you're not listed in. Fix: get into that exact roundup.
Lost → Won
“best expense platform for startups?”
Six metrics, zero black box.
Most visibility tools compress everything into a proprietary index you have to take on faith. We publish the six numbers and the formula behind each one — computed as pure, unit-tested functions over your stored extractions.
- Mention rate
- How often your brand comes up at all, across every sample.
- Share of AI Voice
- Your mentions divided by every tracked brand's mentions — your actual slice of the answer.
- Average rank
- Where you land among the brands named, on the samples where you show up.
- Recommendation rate
- How often a mention is a real endorsement, not just a name-check.
- Citation share
- How many of the sources the AI cited are yours.
- Volatility
- How much the 3 samples disagreed — shown, not hidden.
- Unprompted visibility
- Your numbers on questions that name no tracked brand — the way a cold buyer asks. Questions that name you or a competitor are scored separately, so they never inflate it.
- Source Map
- Every domain the engines cited, ranked by how many answers cited it — the sources that actually decide your category's answers, and your outreach list for getting into them.
- Recognition ladder
- Mention rate by question specificity, from branded questions down to fully generic ones. The deepest rung where you're still named is your recognition boundary.
Per engine, not blended
ChatGPT and Claude on the standard audit; Gemini, Perplexity and Grok join on Full Coverage and every subscription plan. Each engine gets its own breakdown, because being invisible on one engine and strong on another is a strategy question, not a rounding error.
Grounded, and labeled
Every question runs with live web search on, and every answer stores its grounded flag. An ungrounded answer measures what a model memorized in training — a different thing entirely — and the scorecard never mixes the two silently.
Movement, month over month
On subscription plans the same approved questions re-run automatically each month, so the delta compares like with like: share moved, rank moved, questions flipped from lost to won.
Start with the free scorecard.
Your Share of AI Voice against up to 4 competitors — free, grounded, in about 20 minutes.
$0 to start · no card required · every number traces to a stored answer