Real ChatGPT answer · index seedoMj1hujco1QcompleteBeauty and personal care · skincarebrand

Can I buy a medical grade glycolic acid peel online for my boutique spa or do I need a special license in California.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can I buy a medical grade glycolic acid peel online for my boutique spa or do I need a special license in California.
2 real searches · 1 real-search pass
California law esthetician chemical peels glycolic acid medical grade license 2026 Board Barbering CosmetologyGoogle ↗
OBSERVEDOther / navigational
California esthetician chemical peel glycolic acid scope of practice Board Barbering Cosmetology officialGoogle ↗
OBSERVEDDefinition

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 / navigational50%ComparisonConsequenceReasonDefinition50%InstructionYes / 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
California law esthetician chemical peels glycolic acid medical grade license 2026 Board Barbering Cosmetology Google ↗
California esthetician chemical peel glycolic acid scope of practice Board Barbering Cosmetology official Google ↗
  1. View Document · govt.westlaw.com
  2. Chemical Exfoliation SAFETY TIPS · barbercosmo.ca.gov
  3. Medical Spas · mbc.ca.gov
  4. FAQs · mbc.ca.gov
  5. California Board of Barbering and Cosmetology · barbercosmo.ca.gov
  6. FDA Chemical Peel Safety Warning · fda.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California law esthetician chemical peels glycolic acid medical grade license 2026 Board Barbering Cosmetology
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
California esthetician chemical peel glycolic acid scope of practice Board Barbering Cosmetology official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1