Real ChatGPT answer · index seedsK3VsPdVY6ocompleteEducation · trade schoolsinformational

Are there introductory roefs roofing contractor training courses available online before committing to an in-person workshop?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there introductory roefs roofing contractor training courses available online before committing to an in-person workshop?
2 real searches · 1 real-search pass
"ROEFS" roofing contractor training online courseGoogle ↗
OBSERVEDInstruction
online introductory roofing contractor training courses roofing installation business training manufacturerGoogle ↗
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 online course Google ↗
online introductory roofing contractor training courses roofing installation business training manufacturer Google ↗

Queries

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