What is the difference in cost between Roefs roofing contractor training courses and getting certified through the Home Builders Institute?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference in cost between Roefs roofing contractor training courses and getting certified through the Home Builders Institute?
3 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Roefs roofing contractor training courses pricing vs Home Builders Institute certification cost 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
"Roefs" roofing contractor training courses cost OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Home Builders Institute roofing certification cost training program tuition OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |