AI SEO: from opportunity to measurement
AI SEO is not a separate mystery technique. Google states that AI Overviews and AI Mode rely on standard SEO foundations with no extra special requirements. In practice there are three steps: find opportunities using real Search Console queries and fixed AI prompts; improve pages so they are readable, answer directly up front and cite sources; and measure rankings, AI citations, visits and enquiries separately on a recurring schedule.
the 23SEOGEO team · Updated
How it relates to traditional SEO
Crawling, indexing, helpful content and clear structure remain prerequisites. The difference is that answer engines more often lift passages directly, so a direct opening answer, complete sentences and verifiable facts matter more, and measurement gains a citation column. You do not need separate pages for AI, nor a special AI text file to be eligible for Google's AI features.
What data each step uses
| Stage | Data used | Keep out |
|---|---|---|
| Find | Real Search Console queries, fixed AI prompt records | Model-expanded terms, unsourced volumes |
| Improve | Before/after versions, readability checks | Unconfirmed results or case studies |
| Measure | Impressions/clicks, citation retests, visits, enquiries | Counting contact actions as sales |
Related questions
- How do you do AI SEO?
- How is AI SEO different from traditional SEO?
- Which pages should change for AI SEO?
Common questions
Do I need llms.txt for AI?
Google says its AI features need no extra files. Whether other engines read it has no common standard; it is optional, not the main work.
Does a high GAS score mean citations?
No. GAS is a readiness diagnostic for finding fixes, not a measured citation rate.
How long does it take?
No promise is possible. Review at D+14 and D+28 and let real data decide next steps.
Sources
- Google: AI features and your website
States AI Overviews and AI Mode rely on standard SEO foundations.
- Search Console Performance report
Source of real impressions, clicks and positions.