Real ChatGPT answer · index seedp5y21PTcehUcompleteEducation · trade schoolscommercial

Are the roefs roofing contractor training courses recognized for OSHA certification credits and how do they impact local union placement

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are the roefs roofing contractor training courses recognized for OSHA certification credits and how do they impact local union placement
2 real searches · 1 real-search pass
"ROEFS" roofing training courses OSHAGoogle ↗
OBSERVEDInstruction
ROEFS roofing contractor training OSHA credits union placement Houston TexasGoogle ↗
OBSERVEDComparison

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.

ChatGPT real searches (2)
Short factOther / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
"ROEFS" roofing training courses OSHA Google ↗
ROEFS roofing contractor training OSHA credits union placement Houston Texas Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
"ROEFS" roofing training courses OSHA
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
ROEFS roofing contractor training OSHA credits union placement Houston Texas
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1