Real ChatGPT answer · index seed2gsvjE8MhVUcompleteMarketing and advertising · AI search and generative engine optimizationinformational
We are scrambling to adapt our e-commerce category pages for Google Gemini search integration by the end of the week where should we start?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are scrambling to adapt our e-commerce category pages for Google Gemini search integration by the end of the week where should we start?
2 real searches · 1 real-search pass
Google Search AI features ecommerce product structured data Merchant Center guidance 2026 Gemini shopping integrationGoogle ↗
OBSERVEDOther / navigational
Google Gemini search shopping integration ecommerce category pages product data structured data Merchant Center AI Mode 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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Search AI features ecommerce product structured data Merchant Center guidance 2026 Gemini shopping integration Google ↗
Google Gemini search shopping integration ecommerce category pages product data structured data Merchant Center AI Mode 2026 Google ↗
- Google helps retailers thrive with new UCP and AI tools · blog.google
- Google Universal Commerce Protocol (UCP) Guide | Google for Developers · developers.google.com
- Universal Commerce Protocol updates improve AI shopping for retailers · blog.google
- Intro to Product Structured Data on Google | Google Search Central | Documentation | Google for Developers · ccn.web.tr
- How ecommerce category pages can earn AI search citations · searchengineland.com
- Google: Product structured data · developers.google.com
- Google Merchant Center documentation · developers.google.com
- Google Search Console · search.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search AI features ecommerce product structured data Merchant Center guidance 2026 Gemini shopping integration OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Gemini search shopping integration ecommerce category pages product data structured data Merchant Center AI Mode 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |