Real ChatGPT answer · index seedbc9bD8HTz3YcompleteReal estate · home inspectionscomparison

Is HomeAdvisor actually better than Yelp for reading contractor reviews on HVAC and plumbing work?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is HomeAdvisor actually better than Yelp for reading contractor reviews on HVAC and plumbing work?
2 real searches · 1 real-search pass
HomeAdvisor Angi reviews how reviews verified homeowner contractor reviews Yelp review policies contractor services comparisonGoogle ↗
OBSERVED
Yelp review recommendation software consumer reviews businesses policy fake reviews FTC home improvement contractors reviewsGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
HomeAdvisor Angi reviews how reviews verified homeowner contractor reviews Yelp review policies contractor services comparison Google ↗
Yelp review recommendation software consumer reviews businesses policy fake reviews FTC home improvement contractors reviews Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HomeAdvisor Angi reviews how reviews verified homeowner contractor reviews Yelp review policies contractor services comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Yelp review recommendation software consumer reviews businesses policy fake reviews FTC home improvement contractors reviews
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1