Real ChatGPT answer · index seedp1qt3hdgGPocompleteBeauty and personal care · salons and spascommercial
Can you break down the exact state board requirements and practical hours needed to upgrade an esthetics license to a master esthetician certification in Virginia?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you break down the exact state board requirements and practical hours needed to upgrade an esthetics license to a master esthetician certification in Virginia?
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 DPOR Board for Barbers and Cosmetology master esthetician license requirements 600 hours practical hours 2026 Google ↗
site:law.lis.virginia.gov 18VAC41-70 master esthetician curriculum hours practical training Google ↗
- 18VAC41-70-20. General requirements for an esthetician license or master esthetician license. · law.lis.virginia.gov
- MASTER ESTHETICIAN EXAM & LICENSE APPLICATION · dpor.virginia.gov
- 18VAC41-70-190. Curriculum and hours of instruction requirements. · law.lis.virginia.gov
- 18VAC41-70-200. Practical performance requirements. · law.lis.virginia.gov
- Vol. 42 Iss. 5 (Final) 18VAC41-70, Esthetics Regulations October 20, 2025 · register.dls.virginia.gov
- Forms (18VAC41-70) · law.lis.virginia.gov
- 18VAC41-70-180. General requirements. · law.lis.virginia.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Virginia DPOR Board for Barbers and Cosmetology master esthetician license requirements 600 hours practical hours 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
site:law.lis.virginia.gov 18VAC41-70 master esthetician curriculum hours practical training OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |