Real ChatGPT answer · index seedxeeCzG03Z50completeBeauty and personal care · skincarecommercial

I run a boutique hair salon and my jawline hormonal acne is flaring up constantly, what are the top derm recommended treatments I should look into this month?

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

The searches the AI actually ran for this prompt.

SEED QUERY
I run a boutique hair salon and my jawline hormonal acne is flaring up constantly, what are the top derm recommended treatments I should look into this month?
3 real searches · 1 real-search pass
American Academy of Dermatology adult female acne hormonal treatment spironolactone topical retinoid benzoyl peroxide guidelinesGoogle ↗
OBSERVEDInstruction
AAD acne guidelines 2024 hormonal acne spironolactone clascoterone adult womenGoogle ↗
OBSERVEDInstruction
DermNet acne cosmetica hair products pomade acne hairdresser occupational exposure jawlineGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReasonDefinitionInstruction67%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
American Academy of Dermatology adult female acne hormonal treatment spironolactone topical retinoid benzoyl peroxide guidelines Google ↗
AAD acne guidelines 2024 hormonal acne spironolactone clascoterone adult women Google ↗
DermNet acne cosmetica hair products pomade acne hairdresser occupational exposure jawline Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology adult female acne hormonal treatment spironolactone topical retinoid benzoyl peroxide guidelines
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
AAD acne guidelines 2024 hormonal acne spironolactone clascoterone adult women
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
DermNet acne cosmetica hair products pomade acne hairdresser occupational exposure jawline
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1