Real ChatGPT answer · index seedqnoN3dF8fyocompleteHome services and improvement · contractors and remodelinginformational
What specific details should I look for when reading contractor reviews on sites like homeadvisor to spot fake or misleading feedback
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific details should I look for when reading contractor reviews on sites like homeadvisor to spot fake or misleading feedback
1 real search · 1 real-search pass
FTC consumer advice spotting fake online reviews contractor reviews patterns incentives review manipulationGoogle ↗
OBSERVED
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
FTC consumer advice spotting fake online reviews contractor reviews patterns incentives review manipulation Google ↗
- How To Evaluate Online Reviews · consumer.ftc.gov
- Should we trust online reviews? · consumer.ftc.gov
- How To Avoid a Home Improvement Scam · consumer.ftc.gov