Real ChatGPT answer · index seedlR1L8b4gooscompleteHome services and improvement · contractors and remodelinginformational
Are HomeAdvisor contractor reviews generally reliable for finding honest feedback on older local kitchen remodelers or are most of those ratings fake?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are HomeAdvisor contractor reviews generally reliable for finding honest feedback on older local kitchen remodelers or are most of those ratings fake?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
HomeAdvisor Angi reviews reliability fake reviews contractor review screening incentives complaints FTC 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FTC fake reviews rule consumer reviews testimonials rule effective October 2024 platforms review manipulation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |