Real ChatGPT answer · index seedKkAHHscyOsQcompleteHome services and improvement · contractors and remodelingcommercial
Is Angi list trustworthy for finding emergency plumbing or home remodeling contractors who won't scam me.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Angi list trustworthy for finding emergency plumbing or home remodeling contractors who won't scam me.
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
Angi contractor reviews complaints homeowner scams emergency plumbing remodeling 2025 2026 Google ↗
Texas contractor verification plumbing license TDLR plumbing license lookup Dallas home remodeling contractor requirements Google ↗
- Texas State Board of Plumbing Examiners · tsbpe.texas.gov
- Texas TDLR · tdlr.texas.gov
- Better Business Bureau · bbb.org
- Google Reviews · google.com
- Texas Secretary of State · sos.state.tx.us
- Thumbtack · thumbtack.com
- Frequently Asked Questions · angi.com
- Frequently Asked Questions · angi.com
- Complaints on Angi prompts BBB alert, Central Florida victims speak out · clickorlando.com
- News 6 handyman investigation leads to refunds for victims · clickorlando.com
- Angi settles complaints over misleading marketing · consumeraffairs.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Angi contractor reviews complaints homeowner scams emergency plumbing remodeling 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Texas contractor verification plumbing license TDLR plumbing license lookup Dallas home remodeling contractor requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |