How can I tell if my commercial roof replacement quote is fair or if the contractor is overcharging me
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I tell if my commercial roof replacement quote is fair or if the contractor is overcharging me
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 commercial roof replacement cost per square foot TPO PVC EPDM California commercial roofing cost estimating Google ↗
California commercial roofing contractor licensing CSLB verify license roof replacement warranty manufacturer requirements Google ↗
- How do I find the right licensed contractor? · cslb.ca.gov
- A Roofng Contractor · cslb.ca.gov
- California Contractors State License Board · cslb.ca.gov
- Commercial Roofing Costs per Square Foot (2026) · theroofingbrief.com
- Commercial Roof Replacement Cost California: 2026 Guide · cleanroofing.com
- Commercial Roof Replacement Cost Per Square Foot in California (2026 Pricing Guide) · generalroof.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 commercial roof replacement cost per square foot TPO PVC EPDM California commercial roofing cost estimating OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
California commercial roofing contractor licensing CSLB verify license roof replacement warranty manufacturer requirements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |