Real ChatGPT answer · index seedLR3uFID3OkIcompleteEducation · trade schoolscommercial

What do graduates say about the job placement rates after completing the cheapest roefs roofing contractor training courses available online and in person?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do graduates say about the job placement rates after completing the cheapest roefs roofing contractor training courses available online and in person?
3 real searches · 1 real-search pass
cheapest roofing contractor training courses online in person job placement rate graduates reviews United StatesGoogle ↗
OBSERVED
roofing contractor training program placement rate graduates testimonials courses cost onlineGoogle ↗
OBSERVED
roofing apprenticeship training programs Mississippi contractor training job placementGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
cheapest roofing contractor training courses online in person job placement rate graduates reviews United States Google ↗
roofing contractor training program placement rate graduates testimonials courses cost online Google ↗
roofing apprenticeship training programs Mississippi contractor training job placement Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
cheapest roofing contractor training courses online in person job placement rate graduates reviews United States
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
roofing contractor training program placement rate graduates testimonials courses cost online
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
roofing apprenticeship training programs Mississippi contractor training job placement
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1