Real ChatGPT answer · index seedvB0KEW3Xz8kcompleteMarketing and advertising · AI search and generative engine optimizationinformational
How do brands optimize their product pages so they get recommended by AI search assistants instead of just showing up as traditional blue links?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do brands optimize their product pages so they get recommended by AI search assistants instead of just showing up as traditional blue links?
3 real searches · 1 real-search pass
how to optimize product pages for AI search assistants generative engine optimization structured data product recommendations 2025 2026Google ↗
OBSERVEDInstruction
Google Search Central AI features product structured data merchant listings documentationGoogle ↗
OBSERVEDOther / navigational
OpenAI ChatGPT search shopping product discovery website publishers 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). 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
how to optimize product pages for AI search assistants generative engine optimization structured data product recommendations 2025 2026 Google ↗
Google Search Central AI features product structured data merchant listings documentation Google ↗
OpenAI ChatGPT search shopping product discovery website publishers product feeds 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
- Publishers and Developers - FAQ · help.openai.com
- Product feeds – Agentic Commerce · developers.openai.com
- Get Started – Agentic Commerce · developers.openai.com
- Products – Agentic Commerce · learn.chatgpt.com
- Shopping with ChatGPT Search · help.openai.com
- Powering Product Discovery in ChatGPT · openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to optimize product pages for AI search assistants generative engine optimization structured data product recommendations 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Search Central AI features product structured data merchant listings documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI ChatGPT search shopping product discovery website publishers product feeds documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |