Real ChatGPT answer · index seedqVuKbZH7hbMcompleteHome services and improvement · plumbingcommercial
What are the best consumer review websites to find trustworthy, licensed plumbers who specialize in quick bathroom repairs for young professionals?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best consumer review websites to find trustworthy, licensed plumbers who specialize in quick bathroom repairs for young professionals?
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 websites find licensed plumbers consumer reviews Angi Yelp Thumbtack HomeAdvisor Google reviews verification licensing plumbers NYC Google ↗
NYC official verify licensed plumber master plumber license lookup Department of Buildings Google ↗
- Google Maps · maps.google.com
- Yelp · yelp.com
- Angi · angi.com
- Thumbtack · thumbtack.com
- BBB · bbb.org
- Nextdoor · nextdoor.com
- NYC Department of Buildings – License Search · nyc.gov
- NYC Licensed Plumbers Directory · nyc.gov
- NYC DCWP License Check · nyc.gov
- Licensing Frequently Asked Questions · nyc.gov
- Project Requirements - Skilled Trades - Plumbing · nyc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best websites find licensed plumbers consumer reviews Angi Yelp Thumbtack HomeAdvisor Google reviews verification licensing plumbers NYC OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NYC official verify licensed plumber master plumber license lookup Department of Buildings OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |