Real ChatGPT answer · index seed1IPC6uVhhSMcompleteMarketing and advertising · AI search and generative engine optimizationinformational
Can you analyze how Google SGE handles ecommerce product comparisons and what I need to change on my site to win those placements?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you analyze how Google SGE handles ecommerce product comparisons and what I need to change on my site to win those placements?
3 real searches · 1 real-search pass
Google Search AI Overviews AI Mode ecommerce product comparisons shopping product data sources how Google selects sources 2026Google ↗
OBSERVEDReason
Google Search Central AI features product structured data merchant listings product snippets ecommerce guidanceGoogle ↗
OBSERVEDOther / navigational
Google Merchant Center product data specification product attributes reviews availability price AI OverviewsGoogle ↗
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 AI Overviews AI Mode ecommerce product comparisons shopping product data sources how Google selects sources 2026 Google ↗
Google Search Central AI features product structured data merchant listings product snippets ecommerce guidance Google ↗
Google Merchant Center product data specification product attributes reviews availability price AI Overviews Google ↗
- Sources of shopping info · support.google.com
- Understand how shopping results are generated · support.google.com
- Intro to Product Structured Data on Google | Google Search Central | Documentation | Google for Developers · developers.google.com
- Supported structured data attributes and values · support.google.com
- Product data specification · support.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- How Google Search helps you find original, quality content · blog.google
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search AI Overviews AI Mode ecommerce product comparisons shopping product data sources how Google selects sources 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Search Central AI features product structured data merchant listings product snippets ecommerce guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Merchant Center product data specification product attributes reviews availability price AI Overviews OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |