Real ChatGPT answer · index seedlgm7SSTjZm0completeMarketing and advertising · AI search and generative engine optimizationcommercial
How do e-commerce brands successfully get their products featured in the recommendations generated by ChatGPT when users ask for shopping advice?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do e-commerce brands successfully get their products featured in the recommendations generated by ChatGPT when users ask for shopping advice?
3 real searches · 1 real-search pass
OpenAI ChatGPT shopping product recommendations merchants product feeds shopping search how products selected officialGoogle ↗
OBSERVEDOther / navigational
OpenAI ChatGPT search crawling OAI-SearchBot shopping merchants product discovery official documentationGoogle ↗
OBSERVEDOther / navigational
Generative Engine Optimization ecommerce product recommendations research product visibility ChatGPT 2025 2026Google ↗
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
OpenAI ChatGPT shopping product recommendations merchants product feeds shopping search how products selected official Google ↗
OpenAI ChatGPT search crawling OAI-SearchBot shopping merchants product discovery official documentation Google ↗
Generative Engine Optimization ecommerce product recommendations research product visibility ChatGPT 2025 2026 Google ↗
- Shopping with ChatGPT Search · help.openai.com
- Key concepts – Agentic Commerce · developers.openai.com
- Power product discovery in ChatGPT · chatgpt.com
- Powering Product Discovery in ChatGPT · openai.com
- Using shopping research in ChatGPT · help.openai.com
- Introducing shopping research in ChatGPT · openai.com
- Shopping with ChatGPT Search · help.openai.com
- Overview of OpenAI Crawlers · developers.openai.com
- Searching the web with ChatGPT · help.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI ChatGPT shopping product recommendations merchants product feeds shopping search how products selected official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI ChatGPT search crawling OAI-SearchBot shopping merchants product discovery official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Generative Engine Optimization ecommerce product recommendations research product visibility ChatGPT 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |