Real ChatGPT answer · index seedL39aNnx8fakcompleteMarketing and advertising · AI search and generative engine optimizationhowto
How do I structure my product pages using free schema markup tools so generative AI search engines like Copilot and Gemini cite my e-commerce store more often?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I structure my product pages using free schema markup tools so generative AI search engines like Copilot and Gemini cite my e-commerce store more often?
3 real searches · 1 real-search pass
Google Search Central product structured data product snippets merchant listings documentation 2026Google ↗
OBSERVEDOther / navigational
Microsoft Bing Webmaster structured data schema.org product Copilot search documentationGoogle ↗
OBSERVEDOther / navigational
Google Gemini AI search citations structured data schema markup ecommerce official guidanceGoogle ↗
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 product structured data product snippets merchant listings documentation 2026 Google ↗
Microsoft Bing Webmaster structured data schema.org product Copilot search documentation Google ↗
Google Gemini AI search citations structured data schema markup ecommerce official guidance Google ↗
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- AI Features and Your Website | 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
- Intro to Product Structured Data on Google | Google Search Central | Documentation | Google for Developers · developers.google.com
- Open Rich Results Test · search.google.com
- Open Schema Validator · validator.schema.org
- Open Search Console · search.google.com
- Open Bing Webmaster Tools · bing.com
- Open Merchant Center · merchants.google.com
- Google's generative AI optimization guide · developers.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central product structured data product snippets merchant listings documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Microsoft Bing Webmaster structured data schema.org product Copilot search documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Gemini AI search citations structured data schema markup ecommerce official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |