Structured data can help describe a page’s facts, but it does not guarantee a citation. Keep it consistent with the visible page and check that it is valid. Google does not require special AI-only markup for AI Overviews or AI Mode.
Apply it to your business
Avoid invented reviews, locations or ratings. Test syntax and semantic consistency, then measure external results separately. Google does not require special AI-specific schema for AI Overviews or AI Mode.
Reference: Google Search documentation. Editorial review: 19 September 2026.
A practical check
Compare every marked-up fact with visible content. Remove a rating, price or claim that the page cannot substantiate before running structured-data validation.
Your next questions
Start with one real question.
Tell us what your buyers ask and which site you want to improve.