Google AI visibility: what Google confirms—and what it does not
A practical separation of documented requirements from unsupported AEO tactics, translated into priorities for commerce teams.
The short version: there is no separate, guaranteed technical path into AI Overviews or AI Mode. Google says a page needs to be indexed and eligible for a normal Search snippet, while established SEO fundamentals remain relevant.
What Google confirms
Google Search Central says generative search features build on core Search systems. Clear technical structure, useful non-commodity content and a strong page experience remain foundational.
Eligibility is not a guarantee of indexing or appearance. That distinction matters whenever a vendor presents a checklist as a promised outcome.
What you do not need
Google does not require special AI schema or a new machine-readable AI text file. An llms.txt file can be an experiment with a defined purpose, but it should not be sold as a confirmed ranking factor.
What this means for a store
- Make priority product pages crawlable, renderable and indexable.
- Align names, identifiers, price and availability across page, markup and feed.
- Publish decision-useful information rather than generic descriptions.
- Connect products to categories, evidence and buyer questions.
- Measure qualified visits and outcomes, not screenshots alone.
A defensible next decision
If priority pages are not indexed or product facts conflict, begin there. Once foundations are sound, invest in original content, brand evidence and controlled comparison tests.
Time-sensitive claims link to official sources; documentation, observation and hypothesis are kept distinct.