Which platforms are best for finding licensed handymen who can knock out a quick list of minor home repairs before a buyer walkthrough?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which platforms are best for finding licensed handymen who can knock out a quick list of minor home repairs before a buyer walkthrough?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
best platforms hire handyman Thumbtack Angi Taskrabbit licensing insurance reviews 2026 Google ↗
Westchester County NY home improvement contractor license handyman requirements official Google ↗
- Find pros on Thumbtack · thumbtack.com
- Find contractors on Angi · angi.com
- Find Taskers · taskrabbit.com
- Find contractors · homeadvisor.com
- Search local handyman businesses · yelp.com
- Nextdoor · nextdoor.com
- Westchester County License Search · consumerlicenseweb.westchestergov.com
- Your Safety · thumbtack.com
- Home Improvement Contractor License Check · NYC311 · portal.311.nyc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best platforms hire handyman Thumbtack Angi Taskrabbit licensing insurance reviews 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Westchester County NY home improvement contractor license handyman requirements official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |