Real ChatGPT answer · index seedSIU9RJIjyUUcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
How does optimizing for ChatGPT search differ from optimizing for traditional Google search when users ask for product alternatives?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does optimizing for ChatGPT search differ from optimizing for traditional Google search when users ask for product alternatives?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
OpenAI ChatGPT search publishers crawling citations shopping product discovery search documentation 2026 Google ↗
Google Search Central ecommerce product structured data SEO product comparison content documentation 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
- Searching the web with ChatGPT · help-lb.openai.com
- Shopping with ChatGPT Search · help.openai.com
- Powering Product Discovery in ChatGPT · openai.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI ChatGPT search publishers crawling citations shopping product discovery search documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central ecommerce product structured data SEO product comparison content documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |