I need to figure out if hiring general contractors through Angi is safer or if word of mouth is still better when renovating a flipped house on a tight post-grad budget.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to figure out if hiring general contractors through Angi is safer or if word of mouth is still better when renovating a flipped house on a tight post-grad budget.
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
Angi contractor screening reviews guarantees homeowner protections how Angi works 2026 Google ↗
Virginia DPOR contractor license lookup Class A B C home improvement contractor consumer tips written contract insurance Google ↗
- Frequently Asked Questions · angi.com
- Manual · dpor.virginia.gov
- Microsoft Word · dpor.es.virginia.gov
- Frequently Asked Questions · angi.com
- try.angi.com · try.angi.com
- DPOR CONSUMER GUIDE: Hiring A Contractor | Virginia Department of Professional and Occupational Regulation · dpor.virginia.gov
- Disaster Recovery: Avoiding Fraud | Virginia Department of Professional and Occupational Regulation · dpor.virginia.gov
- Hiring a Contractor · fairfaxcounty.gov
- Consumer Protection Information Brief – Official Website of Arlington County Virginia Government · arlingtonva.us
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Angi contractor screening reviews guarantees homeowner protections how Angi works 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Virginia DPOR contractor license lookup Class A B C home improvement contractor consumer tips written contract insurance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |