What steps should my estheticians follow to prep a client's skin properly before doing an aggressive in-office chemical peel?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps should my estheticians follow to prep a client's skin properly before doing an aggressive in-office chemical peel?
3 real searches · 1 real-search pass
chemical peel pre procedure preparation contraindications medium deep peel professional guidelines dermatologyGoogle ↗
OBSERVEDInstruction
Georgia esthetician scope of practice chemical peels depth rules official board cosmetologyGoogle ↗
OBSERVEDReason
American Academy Dermatology chemical peel before procedure medications herpes sunscreen preparationGoogle ↗
OBSERVEDInstruction
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)
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
chemical peel pre procedure preparation contraindications medium deep peel professional guidelines dermatology Google ↗
Georgia esthetician scope of practice chemical peels depth rules official board cosmetology Google ↗
American Academy Dermatology chemical peel before procedure medications herpes sunscreen preparation Google ↗
- Chemical peels: FAQs · aad.org
- Chemical Peels for Skin Resurfacing - StatPearls · ncbi.nlm.nih.gov
- Everything you need to know about chemical peels · plasticsurgery.org
- Chemical peels: Preparation · aad.org
- Chemical Peels · isaps.org
- Chemical peels (face peels) · dermnetnz.org
- Preparing for a Chemical Peel · theaestheticsociety.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
chemical peel pre procedure preparation contraindications medium deep peel professional guidelines dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Georgia esthetician scope of practice chemical peels depth rules official board cosmetology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology chemical peel before procedure medications herpes sunscreen preparation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |