Real ChatGPT answer · index seedbGSydDbvGCQcompleteHome services and improvement · contractors and remodelingbrand

Can you find out if BuildZoom ratings are actually trustworthy for vetting a general contractor for a big home addition?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you find out if BuildZoom ratings are actually trustworthy for vetting a general contractor for a big home addition?
3 real searches · 1 real-search pass
BuildZoom contractor rating methodology score how calculated permits reviews license dataGoogle ↗
OBSERVED
BuildZoom reviews complaints contractor ratings trustworthiness BBB consumer experiencesGoogle ↗
OBSERVED
BuildZoom contractor reviews homeowner experiences ratings accuracyGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
BuildZoom contractor rating methodology score how calculated permits reviews license data Google ↗
BuildZoom reviews complaints contractor ratings trustworthiness BBB consumer experiences Google ↗
BuildZoom contractor reviews homeowner experiences ratings accuracy Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
BuildZoom contractor rating methodology score how calculated permits reviews license data
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
BuildZoom reviews complaints contractor ratings trustworthiness BBB consumer experiences
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
BuildZoom contractor reviews homeowner experiences ratings accuracy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1