Real ChatGPT answer · index seedRGhBqaCL890completeMarketing and advertising · AI search and generative engine optimizationinformational
Which exact schema markup types are currently proving most effective for getting product pages referenced in Perplexity and ChatGPT search results?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which exact schema markup types are currently proving most effective for getting product pages referenced in Perplexity and ChatGPT search results?
3 real searches · 1 real-search pass
Perplexity product pages schema.org Product Offer structured data citations search results documentationGoogle ↗
OBSERVEDOther / navigational
ChatGPT search product pages structured data schema.org Product Offer OpenAI search crawler documentationGoogle ↗
OBSERVEDOther / navigational
2025 2026 AI search schema markup Product Review AggregateRating merchant listing Perplexity ChatGPT studyGoogle ↗
OBSERVEDReason
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
Perplexity product pages schema.org Product Offer structured data citations search results documentation Google ↗
ChatGPT search product pages structured data schema.org Product Offer OpenAI search crawler documentation Google ↗
2025 2026 AI search schema markup Product Review AggregateRating merchant listing Perplexity ChatGPT study Google ↗
- Shopping with ChatGPT Search · help.openai.com
- Product feeds – Agentic Commerce · developers.openai.com
- Every AI Engine Plays by a Different Rulebook · novastacks-ai.com
- How To Add Product Snippet Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- We Tracked 1,885 Pages Adding Schema. AI Citations Barely Moved. · ahrefs.com
- Schema Markup Didn't Move AI Citations In Ahrefs Test · searchenginejournal.com
- Overview of OpenAI Crawlers · developers.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Perplexity product pages schema.org Product Offer structured data citations search results documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
ChatGPT search product pages structured data schema.org Product Offer OpenAI search crawler documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2025 2026 AI search schema markup Product Review AggregateRating merchant listing Perplexity ChatGPT study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |