Real ChatGPT answer · index seed647zP9OU7kMcompleteReal estate · home inspectionsinformational

Can I trust the four-star and five-star reviews on Home Advisor when searching for local foundation and plumbing repair specialists?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can I trust the four-star and five-star reviews on Home Advisor when searching for local foundation and plumbing repair specialists?
2 real searches · 1 real-search pass
HomeAdvisor Angi reviews contractor review screening incentivized reviews how reviews collected complaints contractor verificationGoogle ↗
OBSERVEDReason
FTC consumer advice hiring home improvement contractor reviews references license insurance written estimatesGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
HomeAdvisor Angi reviews contractor review screening incentivized reviews how reviews collected complaints contractor verification Google ↗
FTC consumer advice hiring home improvement contractor reviews references license insurance written estimates Google ↗
  1. HomeAdvisor Official Ratings & Reviews · homeadvisor.com
  2. Home Advisor Legal Center · legal.homeadvisor.com
  3. HomeAdvisor · homeadvisor.com
  4. How To Avoid a Home Improvement Scam · consumer.ftc.gov
  5. Scams, Fraud, and Cyber Crime · dfs.ny.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HomeAdvisor Angi reviews contractor review screening incentivized reviews how reviews collected complaints contractor verification
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FTC consumer advice hiring home improvement contractor reviews references license insurance written estimates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1