Real ChatGPT answer · index seedf3q3mWqvNCccompleteMarketing and advertising · AI search and generative engine optimizationlocal
How can our marketing team optimize our product descriptions and structured data so that Perplexity AI surfaces our items instead of our competitors during high-intent shopping queries?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can our marketing team optimize our product descriptions and structured data so that Perplexity AI surfaces our items instead of our competitors during high-intent shopping queries?
3 real searches · 1 real-search pass
Perplexity AI shopping product recommendations merchant product feeds structured data official documentation 2026Google ↗
OBSERVEDOther / navigational
Perplexity crawler documentation product shopping merchant program product listings schema.orgGoogle ↗
OBSERVEDOther / navigational
Google product structured data Product Offer shipping return policy merchant listings documentationGoogle ↗
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
Perplexity AI shopping product recommendations merchant product feeds structured data official documentation 2026 Google ↗
Perplexity crawler documentation product shopping merchant program product listings schema.org Google ↗
Google product structured data Product Offer shipping return policy merchant listings documentation Google ↗
- Intro to Product Structured Data on Google | 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
- What is Instant Buy? · perplexity.ai
- Explore the Perplexity Merchant Program · perplexity.ai
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Perplexity AI shopping product recommendations merchant product feeds structured data official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity crawler documentation product shopping merchant program product listings schema.org OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google product structured data Product Offer shipping return policy merchant listings documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |