Open research
What we've actually observed
Aggregated, anonymous, descriptive findings from every audit and citation test we've run. We pair each domain's older audit with its newest one, detect what changed, and report the average score delta. No predictions, no rankings — just observations.
No insights report yet
We refresh this dataset monthly. The first report will appear after we've collected enough re-audited domains. Run an audit on your site to contribute.
We publish what we observe. Most GEO tools won't.
Why we frame this differently from the rest of the market →