Should I rely on RepairPal or local contractor estimates for guessing roof replacement costs on a fixer-upper auction property I am bidding on in two hours?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I rely on RepairPal or local contractor estimates for guessing roof replacement costs on a fixer-upper auction property I am bidding on in two hours?
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
Dallas Texas roof replacement cost 2026 asphalt shingles per square foot local roofing contractors Google ↗
Dallas Texas roofing contractors roof inspection estimate same day Google ↗
- Roof Replacement Cost in Dallas, TX (2026) · 3droofs.com
- Roof Replacement Cost in Texas (2026 Prices) · peoplesconstruction.info
- Roof Replacement Cost in DFW Texas · thedallasroofer.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Dallas Texas roof replacement cost 2026 asphalt shingles per square foot local roofing contractors OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Dallas Texas roofing contractors roof inspection estimate same day OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |