Real ChatGPT answer · index seed7iZo1nUEjkwcompleteHome services and improvement · roofingcommercial
What should be included in a professional roof inspection checklist guide so I am not overcharged by dishonest contractors
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should be included in a professional roof inspection checklist guide so I am not overcharged by dishonest contractors
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
California CSLB verify roofing contractor license home improvement contract requirements 2026 Google ↗
NRCA homeowner roof inspection checklist roof maintenance documentation estimate itemized roofing contractor Google ↗
- How do I find the right licensed contractor? · cslb.ca.gov
- Finding the Right Contractor · longbeach.gov
- Check A License · web.cslb.ca.gov
- What Kind of Contractor Do You Need? · cslb.ca.gov
- Building Official Information Guide · www2.cslb.ca.gov
- A CONSUMER GUIDE TO HOME IMPROVEMENT CONTRACTS · abp.assembly.ca.gov
- Homeowners guide · nrca.net
- Resources · nrca.net
- 34 professionalroofing.net NOVEMBER 2020 · nrca.net
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California CSLB verify roofing contractor license home improvement contract requirements 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NRCA homeowner roof inspection checklist roof maintenance documentation estimate itemized roofing contractor OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |