Should we accept higher home repair contractor quotes from insured companies or take a risk with a cheaper handyman
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should we accept higher home repair contractor quotes from insured companies or take a risk with a cheaper handyman
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
Massachusetts home improvement contractor registration insurance licensing homeowner protections official Google ↗
Massachusetts home improvement contractor registration insurance homeowner requirements official state Google ↗
- HIC Homeowner Resources · mass.gov
- Home Improvement Contractor Program · mass.gov
- MA Contractor Hub · mass.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Massachusetts home improvement contractor registration insurance licensing homeowner protections official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Massachusetts home improvement contractor registration insurance homeowner requirements official state OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |