What is the best way to vet and hire a reliable general contractor for a kitchen and bath gut rehab in an older home?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to vet and hire a reliable general contractor for a kitchen and bath gut rehab in an older home?
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
Texas Attorney General hiring a contractor home improvement written contract insurance lien waiver advice Google ↗
City of McKinney Texas residential remodeling permits kitchen bathroom contractor requirements Google ↗
- Hiring a Contractor · texaslawhelp.org
- How to Avoid Home Improvement Scams · oag.state.tx.us
- Contractor Registration · mckinneytexas.org
- How to Avoid Home Improvement Scams · texasattorneygeneral.gov
- Texas Constitution and Statutes · statutes.capitol.texas.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas Attorney General hiring a contractor home improvement written contract insurance lien waiver advice OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
City of McKinney Texas residential remodeling permits kitchen bathroom contractor requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |