Real ChatGPT answer · index seedDJcf7LO5LyocompleteMarketing and advertising · AI search and generative engine optimizationinformational
How should our content team restructure our technical whitepapers to capture citations in Search Generative Experience responses without losing our human audience?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should our content team restructure our technical whitepapers to capture citations in Search Generative Experience responses without losing our human audience?
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
Google Search Central AI Overviews guidance content creators helpful content structured data 2025 Google ↗
Google Search Generative Experience AI Overviews citation selection research content structure citations technical whitepapers Google ↗
- AI Features and Your Website | 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.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central AI Overviews guidance content creators helpful content structured data 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Generative Experience AI Overviews citation selection research content structure citations technical whitepapers OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |