im looking at roefs roofing contractor training courses versus learning on the job as a laborer which path actually leads to better pay faster
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
im looking at roefs roofing contractor training courses versus learning on the job as a laborer which path actually leads to better pay faster
3 real searches · 1 real-search pass
Virginia roofer wages apprenticeship training certification career progression 2026Google ↗
OBSERVEDComparison
ROEFS roofing contractor training courses what is ROEFS roofing training programGoogle ↗
OBSERVEDInstruction
roofing laborer roofer wages Leesburg Virginia 2026 apprentice roofer salaryGoogle ↗
OBSERVEDShort fact
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). 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
Virginia roofer wages apprenticeship training certification career progression 2026 Google ↗
ROEFS roofing contractor training courses what is ROEFS roofing training program Google ↗
roofing laborer roofer wages Leesburg Virginia 2026 apprentice roofer salary Google ↗
- Virginia Wages: 47-2181.00 · onetonline.org
- Construction laborer salary in Leesburg, VA · indeed.com
- Roofers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- Virginia Works · virginiaworks.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Virginia roofer wages apprenticeship training certification career progression 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ROEFS roofing contractor training courses what is ROEFS roofing training program OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
roofing laborer roofer wages Leesburg Virginia 2026 apprentice roofer salary OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |