Real ChatGPT answer · index seed3rQ1dz0QvTscompleteEducation · trade schoolscommercial

What do recent graduates say about the ROEFS roofing contractor training courses and do they help you secure local commercial work?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent graduates say about the ROEFS roofing contractor training courses and do they help you secure local commercial work?
3 real searches · 1 real-search pass
ROEFS roofing contractor training courses graduate testimonials commercial work 2026Google ↗
OBSERVED
ROEFS roofing contractor training course graduate reviews commercial workGoogle ↗
OBSERVED
ROEFS training reviews graduates roofing commercial contracts jobsGoogle ↗
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
ROEFS roofing contractor training courses graduate testimonials commercial work 2026 Google ↗
ROEFS roofing contractor training course graduate reviews commercial work Google ↗
ROEFS training reviews graduates roofing commercial contracts jobs Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ROEFS roofing contractor training courses graduate testimonials commercial work 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ROEFS roofing contractor training course graduate reviews commercial work
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ROEFS training reviews graduates roofing commercial contracts jobs
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1