Real ChatGPT answer · index seedYvKAI0p1FLIcompleteHome services and improvement · roofingcommercial
Find me highly rated emergency roofing contractors near zip code 30301 who have verified reviews and can come out for an inspection this afternoon.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Find me highly rated emergency roofing contractors near zip code 30301 who have verified reviews and can come out for an inspection this afternoon.
4 real searches · 1 real-search pass
highly rated emergency roofing contractors near Atlanta GA 30301 verified reviews emergency roof inspection same day availabilityGoogle ↗
OBSERVEDComparison
emergency roofing contractorsGoogle ↗
OBSERVEDConsequence
24 hour roof repairGoogle ↗
OBSERVEDComparison
roof inspection contractorsGoogle ↗
OBSERVEDComparison
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 |
|---|---|---|---|---|---|---|---|
highly rated emergency roofing contractors near Atlanta GA 30301 verified reviews emergency roof inspection same day availability OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
emergency roofing contractors OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
24 hour roof repair OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
roof inspection contractors OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |