Real ChatGPT answer · index seeddoCjNOlqUm8completeMarketing and advertising · AI search and generative engine optimizationbrand
How does Google Search Generative Experience currently handle pricing and product schema for mid-sized online retailers trying to rank in answers
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does Google Search Generative Experience currently handle pricing and product schema for mid-sized online retailers trying to rank in answers
3 real searches · 1 real-search pass
Google Search Central AI Overviews product structured data Product Offer price schema 2026 documentationGoogle ↗
OBSERVEDInstruction
Google Search Central product snippets merchant listings structured data price availability variants shipping returns 2026Google ↗
OBSERVEDOther / navigational
Google AI Mode shopping product pricing structured data merchant center product feeds AI Overviews 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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Google Search Central AI Overviews product structured data Product Offer price schema 2026 documentation Google ↗
Google Search Central product snippets merchant listings structured data price availability variants shipping returns 2026 Google ↗
Google AI Mode shopping product pricing structured data merchant center product feeds AI Overviews 2026 Google ↗
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
- New opportunities, control and insights for website owners · blog.google
- Intro to Product Structured Data on Google | Google Search Central | Documentation | Google for Developers · developers.google.com
- How To Add Merchant Listing Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Price [price] · support.google.com
- Set up structured data for Merchant Center · support.google.com
- Product Variant Structured Data (ProductGroup, Product) | Google Search Central | Documentation | Google for Developers · developers.google.com
- Retailers: Get ready for AI-driven holiday shopping · blog.google
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central AI Overviews product structured data Product Offer price schema 2026 documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Search Central product snippets merchant listings structured data price availability variants shipping returns 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google AI Mode shopping product pricing structured data merchant center product feeds AI Overviews 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |