How can I check if the home repair contractor quotes we received for our roof replacement are fair compared to current national contractor pricing indices?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I check if the home repair contractor quotes we received for our roof replacement are fair compared to current national contractor pricing indices?
2 real searches · 1 real-search pass
2026 national roofing replacement cost per square contractor pricing index asphalt shingles BLS producer price index roofing contractorsGoogle ↗
OBSERVEDShort fact
BLS PPI roofing contractors roofing materials asphalt shingles 2026 producer price index construction cost index RSMeansGoogle ↗
OBSERVEDReason
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 national roofing replacement cost per square contractor pricing index asphalt shingles BLS producer price index roofing contractors OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
BLS PPI roofing contractors roofing materials asphalt shingles 2026 producer price index construction cost index RSMeans OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |