Real ChatGPT answer · index seedMWyBcXmvpGIcompleteMarketing and advertising · AI search and generative engine optimizationinformational

What specific schema markup do I need to add to my product pages to increase the chances of Perplexity citing us as a primary source without hiring an expensive agency?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific schema markup do I need to add to my product pages to increase the chances of Perplexity citing us as a primary source without hiring an expensive agency?
3 real searches · 1 real-search pass
Perplexity crawler documentation product pages schema.org structured data citations robots.txt PerplexityBotGoogle ↗
OBSERVEDOther / navigational
Google Search Central product structured data Product Offer AggregateRating merchant listings documentationGoogle ↗
OBSERVEDOther / navigational
Schema.org Product Offer Organization Review FAQPage specificationsGoogle ↗
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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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 crawler documentation product pages schema.org structured data citations robots.txt PerplexityBot Google ↗
Google Search Central product structured data Product Offer AggregateRating merchant listings documentation Google ↗
Schema.org Product Offer Organization Review FAQPage specifications Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Perplexity crawler documentation product pages schema.org structured data citations robots.txt PerplexityBot
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central product structured data Product Offer AggregateRating merchant listings documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Schema.org Product Offer Organization Review FAQPage specifications
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1