Emergency roof leak repair needed in Englewood today, who has the best Yelp reviews for fast response times in my neighborhood?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Emergency roof leak repair needed in Englewood today, who has the best Yelp reviews for fast response times in my neighborhood?
4 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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Yelp emergency roof leak repair Englewood Houston TX fast response reviews roofers 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
emergency roof leak repair OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
24 hour roofers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
roof repair fast response OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |