Real ChatGPT answer · index seedT3XCw8yJs2QcompleteMarketing and advertising · AI search and generative engine optimizationhowto
How do I structure my pricing page data so AI search engines pull the exact numbers into their chat summaries?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I structure my pricing page data so AI search engines pull the exact numbers into their chat summaries?
3 real searches · 1 real-search pass
Schema.org Offer Product JSON-LD subscription pricing page priceCurrency priceValidUntil Google structured data pricing pages AI searchGoogle ↗
OBSERVEDReason
Google Search Central structured data AI Overviews structured data requirements JSON-LD visible contentGoogle ↗
OBSERVEDOther / navigational
OpenAI crawler OAI-SearchBot website inclusion ChatGPT search publishersGoogle ↗
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
Schema.org Offer Product JSON-LD subscription pricing page priceCurrency priceValidUntil Google structured data pricing pages AI search Google ↗
Google Search Central structured data AI Overviews structured data requirements JSON-LD visible content Google ↗
OpenAI crawler OAI-SearchBot website inclusion ChatGPT search publishers Google ↗
- How To Add Product Snippet Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Offer · schema.org
- Overview of OpenAI Crawlers · developers.openai.com
- Publishers and Developers - FAQ · help.openai.com
- Schema.org Validator · validator.schema.org
- Google Rich Results Test · search.google.com
- Google Search Console · search.google.com
- OpenAI crawler documentation · platform.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Schema.org Offer Product JSON-LD subscription pricing page priceCurrency priceValidUntil Google structured data pricing pages AI search OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Search Central structured data AI Overviews structured data requirements JSON-LD visible content OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI crawler OAI-SearchBot website inclusion ChatGPT search publishers OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |