Real ChatGPT answer · index seed0Crx3NUh4C0completeEducation · trade schoolsinformational

Can a retiree set up their own business after finishing roefs roofing contractor training courses or do most people work for established companies?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can a retiree set up their own business after finishing roefs roofing contractor training courses or do most people work for established companies?
2 real searches · 1 real-search pass
"ROEFS" roofing contractor training coursesGoogle ↗
OBSERVEDInstruction
North Carolina roofing contractor license requirements start roofing business contractor license 2026Google ↗
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 Google ↗
North Carolina roofing contractor license requirements start roofing business contractor license 2026 Google ↗
  1. FAQ for Contractors · nclbgc.org
  2. G.S. 87-10 · ncleg.gov
  3. Classifications and limitations · nclbgc.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
"ROEFS" roofing contractor training courses
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
North Carolina roofing contractor license requirements start roofing business contractor license 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1