Real ChatGPT answer · index seedNfypO9muW8IcompleteEducation · trade schoolscommercial

Do roefs roofing contractor training courses provide job placement assistance or do we have to find local contractors ourselves

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do roefs roofing contractor training courses provide job placement assistance or do we have to find local contractors ourselves
2 real searches · 1 real-search pass
"ROEFS" roofing contractor training courses job placement assistanceGoogle ↗
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 job placement assistance Google ↗
"ROEFS roofing" training course Google ↗

Queries

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