Real ChatGPT answer · index seedPXHSHfPG2EEcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
What are the best techniques for optimizing product description pages so they perform well in both traditional Google search and Perplexity Pro shopping queries?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best techniques for optimizing product description pages so they perform well in both traditional Google search and Perplexity Pro shopping queries?
3 real searches · 1 real-search pass
Google Search Central product structured data merchant listings product snippets documentation 2026Google ↗
OBSERVEDOther / navigational
Perplexity Pro shopping product discovery merchant product pages crawling citations shopping queries documentationGoogle ↗
OBSERVEDOther / navigational
PerplexityBot crawler robots.txt publisher documentation shopping search product pagesGoogle ↗
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
Google Search Central product structured data merchant listings product snippets documentation 2026 Google ↗
Perplexity Pro shopping product discovery merchant product pages crawling citations shopping queries documentation Google ↗
PerplexityBot crawler robots.txt publisher documentation shopping search product pages Google ↗
- How To Add Merchant Listing Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Intro to Product Structured Data on Google | Google Search Central | Documentation | Google for Developers · developers.google.com
- How To Add Product Snippet Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google Rich Results Test · search.google.com
- Google Search Console · search.google.com
- Schema Markup Validator · validator.schema.org
- Perplexity for Merchants · perplexity.ai
- What is Instant Buy? · perplexity.ai
- Perplexity crawler documentation · docs.perplexity.ai
- Google Merchant Center · merchants.google.com
- Google Analytics 4 · analytics.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central product structured data merchant listings product snippets documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity Pro shopping product discovery merchant product pages crawling citations shopping queries documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
PerplexityBot crawler robots.txt publisher documentation shopping search product pages OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |