What should I look for when trying to find emergency HVAC repair on a weekend so I do not get scammed by a fake 24/7 service?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should I look for when trying to find emergency HVAC repair on a weekend so I do not get scammed by a fake 24/7 service?
1 real search · 1 real-search pass
FTC advice hiring home repair contractor emergency service scams written estimates payment red flags Pennsylvania HVAC contractor registration consumer protectionGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
FTC advice hiring home repair contractor emergency service scams written estimates payment red flags Pennsylvania HVAC contractor registration consumer protection Google ↗
- Pennsylvania Contractor Registration Lookup · hic.attorneygeneral.gov
- Home Improvement Contractor Verification · attorneygeneral.gov
- Home Improvement Contractor Registration · attorneygeneral.gov
- Contractor Licensing | Department of Labor and Industry · pa.gov
- Better Business Bureau · bbb.org
- Home Repair Scams · consumer.ftc.gov
- How To Avoid a Home Improvement Scam · consumer.ftc.gov
- How To Prepare for a Weather Emergency While Avoiding Scams · consumer.ftc.gov
Queries
1 queries · click a column to sort