Real ChatGPT answer · index seedtNzLjngPWigcompleteBeauty and personal care · salons and spasinformational

What are the industry standards and required certifications for salons offering professional smoothing and keratin treatments in my state?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the industry standards and required certifications for salons offering professional smoothing and keratin treatments in my state?
3 real searches · 1 real-search pass
Alabama Board of Cosmetology and Barbering rules salon license cosmetologist scope chemical services keratin smoothing treatmentsGoogle ↗
OBSERVEDInstruction
Alabama cosmetology administrative code sanitation salon requirements chemical services officialGoogle ↗
OBSERVEDOther / navigational
OSHA formaldehyde hair smoothing products salon requirements formaldehyde standard officialGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigational33%ComparisonConsequence33%ReasonDefinitionInstruction33%Yes / no

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
Alabama Board of Cosmetology and Barbering rules salon license cosmetologist scope chemical services keratin smoothing treatments Google ↗
Alabama cosmetology administrative code sanitation salon requirements chemical services official Google ↗
OSHA formaldehyde hair smoothing products salon requirements formaldehyde standard official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Alabama Board of Cosmetology and Barbering rules salon license cosmetologist scope chemical services keratin smoothing treatments
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Alabama cosmetology administrative code sanitation salon requirements chemical services official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OSHA formaldehyde hair smoothing products salon requirements formaldehyde standard official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1