Real ChatGPT answer · index seedtiBN3XTROVUcompleteEducation · trade schoolshowto

What qualifications do the instructors need to have at roefs roofing contractor training courses to ensure my child receives a legitimate and safe education?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What qualifications do the instructors need to have at roefs roofing contractor training courses to ensure my child receives a legitimate and safe education?
2 real searches · 1 real-search pass
"ROEFS" roofing contractor training courses instructors qualificationsGoogle ↗
OBSERVEDInstruction
ROEFS roofing training courseGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%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 contractor training courses instructors qualifications Google ↗
ROEFS roofing training course Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
"ROEFS" roofing contractor training courses instructors qualifications
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
ROEFS roofing training course
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1