Real ChatGPT answer · index seedfYP4vM0KgUAcompleteEducation · trade schoolscommercial

Can you evaluate the reputation and continuing education credits offered by roefs roofing contractor training courses for master contractors

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you evaluate the reputation and continuing education credits offered by roefs roofing contractor training courses for master contractors
2 real searches · 1 real-search pass
ROEFS roofing contractor training courses master contractors reputation continuing education creditsGoogle ↗
OBSERVED
ROEFS master contractor training roofing courses CE credits 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
ROEFS roofing contractor training courses master contractors reputation continuing education credits Google ↗
ROEFS master contractor training roofing courses CE credits reviews Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ROEFS roofing contractor training courses master contractors reputation continuing education credits
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ROEFS master contractor training roofing courses CE credits reviews
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1