Real ChatGPT answer · index seedf4V6nhpxKxkcompleteHome services and improvement · contractors and remodelinghowto
I need to know how to verify if those HomeAdvisor contractor reviews are actually legit or just fake bots before I hire someone to fix my leaking roof this weekend.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to know how to verify if those HomeAdvisor contractor reviews are actually legit or just fake bots before I hire someone to fix my leaking roof this weekend.
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
FTC fake reviews rule consumer advice how to spot fake online reviews 2025 contractor Google ↗
Indiana consumer protection hiring roofing contractor storm damage verify insurance complaints contractor license Indiana Google ↗
- Property Damage · in.gov
- Attorney General: Consumer Protection Division: Licensing Complaint & Enforcement · secure.in.gov
- How To Avoid a Home Improvement Scam · consumer.ftc.gov
- How To Evaluate Online Reviews · consumer.ftc.gov
- FTC warns businesses about fake reviews · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC fake reviews rule consumer advice how to spot fake online reviews 2025 contractor OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Indiana consumer protection hiring roofing contractor storm damage verify insurance complaints contractor license Indiana OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |