Real ChatGPT answer · index seednmz3a8dHieQcompleteHome services and improvement · contractors and remodelingcommercial
What are the warning signs that a home contractor is trying to overcharge a young adult on a kitchen remodel
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the warning signs that a home contractor is trying to overcharge a young adult on a kitchen remodel
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 home improvement contractor warning signs written contract deposits change orders kitchen remodeling Google ↗
Houston Texas home remodeling contractor consumer protection licensing insurance verify contractor Google ↗
- How to Avoid Home Improvement Scams · texasattorneygeneral.gov
- Hiring a Contractor · texaslawhelp.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas Attorney General home improvement contractor warning signs written contract deposits change orders kitchen remodeling OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Houston Texas home remodeling contractor consumer protection licensing insurance verify contractor OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |