Real ChatGPT answer · index seedH9pEJsjj8rQcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
How can a small boutique e-commerce store improve its AI product visibility on platforms like ChatGPT without spending thousands on consultants?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can a small boutique e-commerce store improve its AI product visibility on platforms like ChatGPT without spending thousands on consultants?
3 real searches · 1 real-search pass
OpenAI ChatGPT search crawler OAI-SearchBot documentation product discovery merchant product feeds shopping visibility 2026Google ↗
OBSERVEDOther / navigational
Google AI search ecommerce structured data product snippets merchant listings documentation product data feedGoogle ↗
OBSERVEDOther / navigational
Perplexity crawler documentation robots.txt shopping product visibility ecommerceGoogle ↗
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
OpenAI ChatGPT search crawler OAI-SearchBot documentation product discovery merchant product feeds shopping visibility 2026 Google ↗
Google AI search ecommerce structured data product snippets merchant listings documentation product data feed Google ↗
Perplexity crawler documentation robots.txt shopping product visibility ecommerce Google ↗
- Google Rich Results Test · search.google.com
- Schema Markup Validator · validator.schema.org
- Overview of OpenAI Crawlers · developers.openai.com
- Publishers and Developers - FAQ · help.openai.com
- merchants.google.com · merchants.google.com
- Pinterest Business · business.pinterest.com
- Bing Webmaster Tools · bing.com
- Google Search Console · search.google.com
- Intro to Product Structured Data on Google | Google Search Central | Documentation | Google for Developers · developers.google.com
- Set up structured data for Merchant Center · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI ChatGPT search crawler OAI-SearchBot documentation product discovery merchant product feeds shopping visibility 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google AI search ecommerce structured data product snippets merchant listings documentation product data feed OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity crawler documentation robots.txt shopping product visibility ecommerce OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |