Real ChatGPT answer · index seedkFEXtg0xG4kcompleteMarketing and advertising · AI search and generative engine optimizationinformational
How do AI overview ranking factors weigh brand entity authority versus raw backlink volume when deciding which source to cite in a summary?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do AI overview ranking factors weigh brand entity authority versus raw backlink volume when deciding which source to cite in a summary?
2 real searches · 1 real-search pass
Google AI Overviews how sources selected ranking systems links citation documentation site:developers.google.com OR site:blog.google OR site:search.googleGoogle ↗
OBSERVEDOther / navigational
Google Search ranking systems links helpful content entity authority backlinks documentation site:developers.google.com/searchGoogle ↗
OBSERVEDReason
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 AI Overviews how sources selected ranking systems links citation documentation site:developers.google.com OR site:blog.google OR site:search.google Google ↗
Google Search ranking systems links helpful content entity authority backlinks documentation site:developers.google.com/search 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
- A Guide to Google Search Ranking Systems | 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 AI Overviews how sources selected ranking systems links citation documentation site:developers.google.com OR site:blog.google OR site:search.google OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search ranking systems links helpful content entity authority backlinks documentation site:developers.google.com/search OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |