Real ChatGPT answer · index seedrsn66DP3ulUcompleteMarketing and advertising · AI search and generative engine optimizationinformational
What kind of content depth and formatting do large language models prefer when deciding whether to reference a small business blog in their synthesized answers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What kind of content depth and formatting do large language models prefer when deciding whether to reference a small business blog in their synthesized answers?
3 real searches · 1 real-search pass
Google Search Central helpful reliable people-first content structured data documentation AI search content guidanceGoogle ↗
OBSERVEDOther / navigational
OpenAI search crawler publishers website content ChatGPT search citations documentationGoogle ↗
OBSERVEDOther / navigational
Bing webmaster guidelines AI search content structured data clarity authoritative contentGoogle ↗
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
Google Search Central helpful reliable people-first content structured data documentation AI search content guidance Google ↗
OpenAI search crawler publishers website content ChatGPT search citations documentation Google ↗
Bing webmaster guidelines AI search content structured data clarity authoritative content Google ↗
- Optimizing Your Content for Inclusion in AI Search Answers · about.ads.microsoft.com
- Introducing AI Performance in Bing Webmaster Tools Public Preview · blogs.bing.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central helpful reliable people-first content structured data documentation AI search content guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI search crawler publishers website content ChatGPT search citations documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Bing webmaster guidelines AI search content structured data clarity authoritative content OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |