Real ChatGPT answer · index seedNx9bqCesdC0completeMarketing and advertising · AI search and generative engine optimizationcommercial
How should I update our local business citations right now so generative local search results accurately recommend our downtown restaurant over chains?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should I update our local business citations right now so generative local search results accurately recommend our downtown restaurant over chains?
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
2026 generative engine optimization local business citations Google AI Overviews local search guidance Google ↗
2026 local SEO citations generative AI search Google Business Profile structured data restaurant recommendations Google ↗
- Where to get local citations for AI search · brightlocal.com
- Study: AI local search data · brightlocal.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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 generative engine optimization local business citations Google AI Overviews local search guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 local SEO citations generative AI search Google Business Profile structured data restaurant recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |