How much does it really cost to get a cosmetology license when you factor in kit fees state board exams and uniform requirements
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does it really cost to get a cosmetology license when you factor in kit fees state board exams and uniform requirements
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). 2 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
Virginia cosmetology license initial application fee examination fee 2026 DPOR cosmetology regulations fee schedule Google ↗
Virginia cosmetology school kit fees uniforms tuition cost cosmetology Ashburn Northern Virginia Google ↗
- Board for Barbers and Cosmetology | Virginia Department of Professional and Occupational Regulation · dpor.virginia.gov
- 18VAC41-20-140. Fees. · law.lis.virginia.gov
- Beauty School in Arlington, VA | Aveda Arts & Sciences · avedaarts.edu
- Cosmetology School in Roanoke, VA · paulmitchell.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Virginia cosmetology license initial application fee examination fee 2026 DPOR cosmetology regulations fee schedule OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Virginia cosmetology school kit fees uniforms tuition cost cosmetology Ashburn Northern Virginia OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |