The practical answer is finally better than it was a month ago.
Google has moved from “AI visibility is folded into the main report” toward a more dedicated reporting layer. That is real progress. It is just not complete measurement.
Short answer
Yes, AI search is more measurable now. No, it is still not fully measurable in the way small businesses would ideally want.
The new reporting helps you see where visibility is happening. It does not eliminate the need for judgment.
What is measurable now
- which pages are appearing in generative AI features;
- how visibility changes over time;
- device and country breakdowns;
- blended web-search performance that still includes AI features.
That is enough to build a baseline and start prioritizing which pages deserve further work.
What is still missing
- full query-level reasoning;
- a direct revenue picture inside Search Console itself;
- a clean way to understand delayed or assisted impact from AI-mediated discovery.
Analysis: small-business reporting still has to connect Search Console data with analytics, branded search, and lead quality.
What to track anyway
- Visible pages: which URLs keep showing up.
- Commercial path: whether those pages lead toward service or contact pages.
- Branded demand: whether AI visibility is followed by more brand-name searches.
- Lead quality: whether new inquiries are better informed or better matched.
CTA: Better measurement does not remove the need for strategy. It just makes it easier to focus on the right pages instead of guessing blindly.
The monthly routine I use instead of waiting for perfect data
Perfect measurement is not arriving soon, so the practical move is to build a routine that works with partial data and stop waiting for a clean number that does not exist yet.
Once a month I pull four things into one short view. From Search Console: which pages keep appearing in AI features, and whether that set is growing or shrinking. From analytics: whether visits to those same pages move toward service or contact pages. From branded search: whether more people are typing the business name directly. From the inbox: whether new inquiries arrive better informed than they did a quarter ago.
None of those four is decisive on its own. Together they tell a story no single dashboard does: not just where the brand is visible, but whether that visibility is turning into demand. A page can gain impressions and generate nothing. A different page can lose impressions while the leads it attracts get better. The routine is what tells those two situations apart.
This takes about half an hour a month, and it beats refreshing a report daily hoping the platform will finally hand over a revenue figure. It will not. The judgment stays with the business owner. The routine just makes that judgment cheaper to exercise.
The other benefit is that a routine protects you from the reporting itself. Every few months a platform ships a new dashboard, and the temptation is to reorganise everything around the newest metric. A stable monthly view resists that. It keeps asking the same four business questions no matter which panel Google or Bing adds next, so the tooling can change without the strategy lurching every time. New data is welcome. Letting each new report set the agenda is not.