Real ChatGPT answer · index seedYeMyKkr1nzwcompleteMarketing and advertising · AI search and generative engine optimizationinformational
How does local SEO function within generative search engines like Search Generative Experience, especially regarding proximity signals and unstructured review data?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does local SEO function within generative search engines like Search Generative Experience, especially regarding proximity signals and unstructured review data?
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 AI Overviews local search ranking proximity distance reviews unstructured review data local SEO documentation Google ↗
Google local ranking factors relevance distance prominence reviews AI Overviews local search documentation Google ↗
- Tips to improve your local ranking on Google · support.google.com
- Google Lat Long: How Local Search Ranking Works · maps.googleblog.com
- Inside Google Maps: 72 ranking signals and the architecture behind local search · searchengineland.com
- The proximity paradox: Beating local SEO’s distance bias · searchengineland.com
- 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.cn
- Local Business (LocalBusiness) Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Search places | Resources for AI | Google for Developers · developers.google.cn
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google AI Overviews local search ranking proximity distance reviews unstructured review data local SEO documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google local ranking factors relevance distance prominence reviews AI Overviews local search documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |