Real ChatGPT answer · index seedQLd0Y5TuVUwcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
What are the most critical technical fixes required to make our product pages readable for AI search bots today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most critical technical fixes required to make our product pages readable for AI search bots today?
3 real searches · 1 real-search pass
2026 technical SEO requirements AI search crawlers product pages Google Search Central structured data JavaScript robots.txt Bing Webmaster AI searchGoogle ↗
OBSERVEDInstruction
OpenAI search crawler OAI-SearchBot documentation robots.txt product pagesGoogle ↗
OBSERVEDOther / navigational
Google Search Central product structured data merchant listings JavaScript SEO crawling rendering 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
2026 technical SEO requirements AI search crawlers product pages Google Search Central structured data JavaScript robots.txt Bing Webmaster AI search Google ↗
OpenAI search crawler OAI-SearchBot documentation robots.txt product pages Google ↗
Google Search Central product structured data merchant listings JavaScript SEO crawling rendering documentation Google ↗
- Overview of OpenAI Crawlers · developers.openai.com
- Publishers and Developers - FAQ · help.openai.com
- Understand JavaScript SEO Basics | Google Search Central | Documentation | Google for Developers · developers-google-com.hckseu1-xqad.com
- Technical SEO for AI search: 4 fundamentals that matter · searchengineland.com
- How To Add Merchant Listing Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 technical SEO requirements AI search crawlers product pages Google Search Central structured data JavaScript robots.txt Bing Webmaster AI search OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
OpenAI search crawler OAI-SearchBot documentation robots.txt product pages OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central product structured data merchant listings JavaScript SEO crawling rendering documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |