Real ChatGPT answer · index seedqYSziTgxubscompleteMarketing and advertising · AI search and generative engine optimizationcommercial
What are the best strategies for optimizing my vintage postcard website content so AI search engines actually recommend my products instead of just showing answers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best strategies for optimizing my vintage postcard website content so AI search engines actually recommend my products instead of just showing answers?
1 real search · 1 real-search pass
how AI search engines recommend ecommerce products product pages structured data merchant feeds schema.org product reviews 2026Google ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
how AI search engines recommend ecommerce products product pages structured data merchant feeds schema.org product reviews 2026 Google ↗
- Intro to Product Structured Data on Google | Google Search Central | Documentation | Google for Developers · developers.google.com
- How To Add Product Snippet Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Set up or manage your product feed · merchants.google.com
- Manage search visibility · bing.com
- 6 SEO priorities for AI shopping · searchengineland.com
- AI shopping starts with your product feed, not your product page · searchengineland.com