Real ChatGPT answer · index seed24W19v8OwbEcompleteHome services and improvement · HVACinformational
How do I handle a dispute with an HVAC contractor who did substandard work on our office furnace replacement?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I handle a dispute with an HVAC contractor who did substandard work on our office furnace replacement?
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). 1 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 Contractors State License Board file complaint defective HVAC contractor workmanship commercial project complaint process Google ↗
California commercial construction contract defective work notice contractor repair rights California CSLB HVAC permits Google ↗
- California CSLB – File a Construction Complaint · cslb.ca.gov
- How the Complaint Process Works · cslb.ca.gov
- Filing a Construction Complaint · www2.cslb.ca.gov
- Complaint Process Against Licensed Contractors · www2.cslb.ca.gov
- Complaint Process Against Licensed Contractors · cslb.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California Contractors State License Board file complaint defective HVAC contractor workmanship commercial project complaint process OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
California commercial construction contract defective work notice contractor repair rights California CSLB HVAC permits OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |