Real ChatGPT answer · index seed8o2a9ehbCkQcompleteMarketing and advertising · AI search and generative engine optimizationinformational
What specific schema markup or structured data do I need to implement so ChatGPT and Claude can accurately summarize our product pages?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific schema markup or structured data do I need to implement so ChatGPT and Claude can accurately summarize our product pages?
3 real searches · 1 real-search pass
OpenAI ChatGPT search product pages structured data schema markup crawler product feeds documentationGoogle ↗
OBSERVEDOther / navigational
Anthropic Claude web crawler structured data schema.org product pages documentationGoogle ↗
OBSERVEDOther / navigational
Google Search Central Product structured data JSON-LD Product Offer ProductGroup documentationGoogle ↗
OBSERVEDInstruction
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). 2 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
OpenAI ChatGPT search product pages structured data schema markup crawler product feeds documentation Google ↗
Anthropic Claude web crawler structured data schema.org product pages documentation Google ↗
Google Search Central Product structured data JSON-LD Product Offer ProductGroup documentation Google ↗
- Product Variant Structured Data (ProductGroup, Product) | 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
- How To Add Product Snippet Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Get Started – Agentic Commerce · developers.openai.com
- Product feeds – Agentic Commerce · developers.openai.com
- Shopping with ChatGPT Search · help.openai.com
- Does Anthropic crawl data from the web, and how can site owners block the crawler? · support.anthropic.com
- Schema.org Product specification · schema.org
- Schema.org Validator · validator.schema.org
- Google Rich Results Test · search.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI ChatGPT search product pages structured data schema markup crawler product feeds documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Anthropic Claude web crawler structured data schema.org product pages documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central Product structured data JSON-LD Product Offer ProductGroup documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |