My uncle told me Roefs roofing contractor training courses are good, but are they better than local community college construction certificates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My uncle told me Roefs roofing contractor training courses are good, but are they better than local community college construction certificates?
2 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 (2)
Classes come from the query-classifier (a local Laya model). 1 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 ↗
Leesburg Virginia community college construction certificate roofing contractor training Google ↗
- Construction Management Technology · nvcc.edu
- Program Details · transfervirginia.org
- Board for Contractors | Virginia Department of Professional and Occupational Regulation · dpor.virginia.gov
- Board for Contractors License Application · dpor.es.virginia.gov
- 18VAC50-22-20. Definitions of license classifications. · law.lis.virginia.gov
Queries
2 queries · click a column to sort