Real ChatGPT answer · index seedzEy5siE6msYcompleteEducation · trade schoolsinformational

Do roefs roofing contractor training courses teach you how to install both shingle and metal roofs properly

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do roefs roofing contractor training courses teach you how to install both shingle and metal roofs properly
1 real search · 1 real-search pass
ROEFS roofing contractor training courses shingle metal roof installation curriculumGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
ROEFS roofing contractor training courses shingle metal roof installation curriculum Google ↗
  1. Roofing · nccer.org
  2. Roofing L1 | | ROOFING None --- | --- · nccer.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ROEFS roofing contractor training courses shingle metal roof installation curriculum
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1