Real ChatGPT answer · index seedjXf4y7ySJsYcompleteBeauty and personal care · salons and spasbrand

What are the exact step-by-step state board practical exam requirements for obtaining a dual cosmetology and esthetics license in New York?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the exact step-by-step state board practical exam requirements for obtaining a dual cosmetology and esthetics license in New York?
2 real searches · 1 real-search pass
site:dos.ny.gov cosmetology practical examination New York esthetics practical exam licensing requirements 2026Google ↗
OBSERVEDOther / navigational
site:dos.ny.gov appearance enhancement cosmetology esthetics exam practical examination candidate information bulletinGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
site:dos.ny.gov cosmetology practical examination New York esthetics practical exam licensing requirements 2026 Google ↗
site:dos.ny.gov appearance enhancement cosmetology esthetics exam practical examination candidate information bulletin Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:dos.ny.gov cosmetology practical examination New York esthetics practical exam licensing requirements 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:dos.ny.gov appearance enhancement cosmetology esthetics exam practical examination candidate information bulletin
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1