Real ChatGPT answer · index seedO5Baj6RmjAscompleteEducation · trade schoolsinformational

I am interested in taking ROEFS roofing contractor training courses, but I need to verify if tool kits are included in the tuition or if I must buy them separately.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am interested in taking ROEFS roofing contractor training courses, but I need to verify if tool kits are included in the tuition or if I must buy them separately.
2 real searches · 1 real-search pass
ROEFS roofing contractor training course tools kit tuitionGoogle ↗
OBSERVEDInstruction
ROEFS roofing contractor training courses tuition tool kit includedGoogle ↗
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). 1 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 course tools kit tuition Google ↗
ROEFS roofing contractor training courses tuition tool kit included Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ROEFS roofing contractor training course tools kit tuition
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
ROEFS roofing contractor training courses tuition tool kit included
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1