01 · MeasureFree scorecard
See your mention gap, query by query.
We run repeatable city-and-category prompts across leading assistants, record who appears, and show the competitors occupying the answers you are missing.
Sample finding
“You appeared in 2 of 100 queries. The category leader appeared in 40.”
02 · DiagnoseTrace the missing signals.
We compare your reviews, citations, entity data, schema, and retrieved sources against businesses that win the answer.
03 · RemediateFix the evidence, not the dashboard.
We execute the monthly work, rerun the benchmark, and report movement without pretending a volatile model output is guaranteed.