Real ChatGPT answer · index seedrsR9NdLnwNEcompleteHome services and improvement · contractors and remodelingcommercial

Are there any independent consumer reports comparing Angi versus Houzz Pro for finding vetted general contractors locally?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any independent consumer reports comparing Angi versus Houzz Pro for finding vetted general contractors locally?
4 real searches · 1 real-search pass
independent consumer reports compare Angi vs Houzz Pro finding general contractors vetted reviewsGoogle ↗
OBSERVED
Consumer Reports Angi Houzz Pro contractor reviews comparisonGoogle ↗
OBSERVED
Angi Houzz contractor marketplace complaints screening background checks independent reviewGoogle ↗
OBSERVED
Houzz Pro homeowner contractor directory reviews screening verificationGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
independent consumer reports compare Angi vs Houzz Pro finding general contractors vetted reviews Google ↗
Consumer Reports Angi Houzz Pro contractor reviews comparison Google ↗
Angi Houzz contractor marketplace complaints screening background checks independent review Google ↗
Houzz Pro homeowner contractor directory reviews screening verification Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
independent consumer reports compare Angi vs Houzz Pro finding general contractors vetted reviews
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Consumer Reports Angi Houzz Pro contractor reviews comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Angi Houzz contractor marketplace complaints screening background checks independent review
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Houzz Pro homeowner contractor directory reviews screening verification
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1