How to measure AI visibility progress over time
AI answers vary from one day to the next, so progress shows in trends across runs, not in a single answer.
In REVVDA: Visibility → Run History
Why it matters
- ●One good or bad answer proves nothing; a trend over several weekly runs does.
- ●Linking fixes to results tells you which kind of work to repeat.
- ●Management wants a number that moves, not a list of tasks.
How to do it in REVVDA
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01
Keep the run on a fixed schedule.
In Visibility → Buyer questions, the Next run line shows the schedule (for example every Monday). Keep the same questions between runs so results stay comparable.
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02
Compare runs.
Open Run history to see the mention rate run by run, per assistant.
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03
Link changes to results.
In Activity, Scores over time shows your SEO and GEO scores scan after scan, and the log shows every fix deployed in between, with who approved it.
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04
Follow real visits.
With Google Analytics 4 connected in Settings, AI referral visits on the Visibility overview counts visits and orders coming from AI assistants over the last 28 days.
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05
Share it.
Reports → Monthly performance puts scores, fixes shipped and AI visibility in one PDF.
Read trends, not single runs
Compare at least three runs before concluding. If one assistant had errors, the run is marked partial and its rates are calculated only on the answers that came back.
Doing it without REVVDA
Repeat the same set of buyer questions on a fixed day each week, log the results in a spreadsheet, and chart the mention rate per assistant. Add a column with the changes you shipped that week.
What you get
A trend line for your AI visibility, the fixes behind each change, and a monthly report you can send as it is.
Related guides
Try this on your own site with the 90-day pilot.
Start the pilot →