What are the best online resources for checking if a local handyman is overcharging on home repair contractor quotes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best online resources for checking if a local handyman is overcharging on home repair contractor quotes?
3 real searches · 1 real-search pass
Virginia DPOR contractor license lookup handyman home improvement contractor consumer protection estimate complaintsGoogle ↗
OBSERVEDReason
Homewyse handyman repair cost calculator ZIP code labor material estimate methodologyGoogle ↗
OBSERVEDReason
FTC hiring home improvement contractor written estimates compare bids red flagsGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Virginia DPOR contractor license lookup handyman home improvement contractor consumer protection estimate complaints Google ↗
Homewyse handyman repair cost calculator ZIP code labor material estimate methodology Google ↗
FTC hiring home improvement contractor written estimates compare bids red flags Google ↗
- Angi Cost Guides · angi.com
- Homewyse Cost Calculators · homewyse.com
- Thumbtack · thumbtack.com
- HomeAdvisor Cost Guides · homeadvisor.com
- Fixr Cost Guides · fixr.com
- Virginia Contractor Hiring Guide · dpor.virginia.gov
- Search Virginia contractor licenses · dporweb.dpor.virginia.gov
- Fairfax County Consumer Services · fairfaxcounty.gov
- Loudoun County Hiring a Contractor Guide · loudoun.gov
- Contractors - After the Disaster · fairfaxcounty.gov
- Homewyse FAQ · homewyse.com
- Homewyse FAQ · homewyse.com
- How To Avoid a Home Improvement Scam · consumer.ftc.gov
- Official Prince William County contractor guide · pwcva.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Virginia DPOR contractor license lookup handyman home improvement contractor consumer protection estimate complaints OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Homewyse handyman repair cost calculator ZIP code labor material estimate methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC hiring home improvement contractor written estimates compare bids red flags OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |