Real ChatGPT answer · index seedEsauBMYxpBwcompleteEducation · trade schoolsinformational

What is the job placement rate like for older adults who finish roefs roofing contractor training courses?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the job placement rate like for older adults who finish roefs roofing contractor training courses?
3 real searches · 1 real-search pass
"ROEFS" roofing contractor training job placement rate older adultsGoogle ↗
OBSERVEDShort fact
"ROEFS" roofing training coursesGoogle ↗
OBSERVEDInstruction
roofing contractor training older adults job placement rateGoogle ↗
OBSERVEDComparison

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 (3)
Short fact33%Other / navigationalComparison33%ConsequenceReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
"ROEFS" roofing contractor training job placement rate older adults Google ↗
"ROEFS" roofing training courses Google ↗
roofing contractor training older adults job placement rate Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
"ROEFS" roofing contractor training job placement rate older adults
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
"ROEFS" roofing training courses
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
roofing contractor training older adults job placement rate
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1