Real ChatGPT answer · index seed13Ny8E7EGAscompleteMarketing and advertising · AI search and generative engine optimizationinformational
Are there specific HTML elements or semantic tags that LLM web scrapers prefer when extracting product pricing and availability data?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there specific HTML elements or semantic tags that LLM web scrapers prefer when extracting product pricing and availability data?
1 real search · 1 real-search pass
Schema.org Product Offer price availability JSON-LD Google Search Central product structured data documentation HTML data elementGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Schema.org Product Offer price availability JSON-LD Google Search Central product structured data documentation HTML data element Google ↗
- How To Add Product Snippet Structured Data | 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
- Offer · schema.org
- Set up structured data for Merchant Center · support.google.com