Real ChatGPT answer · index seedrXhaC8ylJxgcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
What are the best practices for e-commerce AI product visibility if I sell specialty gardening seeds and want to beat out the big box stores in AI answers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices for e-commerce AI product visibility if I sell specialty gardening seeds and want to beat out the big box stores in AI answers?
3 real searches · 1 real-search pass
2026 ecommerce AI search visibility product data structured data Google AI Overviews product snippets merchant listings ChatGPT shopping recommendations specialty seedsGoogle ↗
OBSERVEDOther / navigational
OpenAI shopping product discovery merchant product feeds ChatGPT search product recommendations documentationGoogle ↗
OBSERVEDOther / navigational
Google Search Central AI features ecommerce product structured data merchant listings product feeds 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). 2 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
2026 ecommerce AI search visibility product data structured data Google AI Overviews product snippets merchant listings ChatGPT shopping recommendations specialty seeds Google ↗
OpenAI shopping product discovery merchant product feeds ChatGPT search product recommendations documentation Google ↗
Google Search Central AI features ecommerce product structured data merchant listings product feeds documentation Google ↗
- How To Add Merchant Listing Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Share Your Product Data With Google | 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
- Shopping with ChatGPT Search · help.openai.com
- Product feeds – Agentic Commerce · developers.openai.com
- Get Started – Agentic Commerce · developers.openai.com
- Power product discovery in ChatGPT · m.chatgpt.com
- OpenAI Product Feed Specifications · developers.openai.com
- OpenAI crawler documentation · developers.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 ecommerce AI search visibility product data structured data Google AI Overviews product snippets merchant listings ChatGPT shopping recommendations specialty seeds OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI shopping product discovery merchant product feeds ChatGPT search product recommendations documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central AI features ecommerce product structured data merchant listings product feeds documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |