Real ChatGPT answer · index seed2Dp2o8dGbIgcompleteHealth and wellness · women's healthinformational

What skincare ingredients should I avoid when using topical treatments for adult hormonal acne during the winter months in a dry college dorm?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What skincare ingredients should I avoid when using topical treatments for adult hormonal acne during the winter months in a dry college dorm?
2 real searches · 1 real-search pass
American Academy of Dermatology acne skin care retinoid benzoyl peroxide dry skin moisturizer winter irritation avoid scrubs alcohol fragranceGoogle ↗
OBSERVED
AAD dermatologists dry skin winter skincare humidifier indoor heating acne treatment retinoid moisturizerGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
American Academy of Dermatology acne skin care retinoid benzoyl peroxide dry skin moisturizer winter irritation avoid scrubs alcohol fragrance Google ↗
AAD dermatologists dry skin winter skincare humidifier indoor heating acne treatment retinoid moisturizer Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology acne skin care retinoid benzoyl peroxide dry skin moisturizer winter irritation avoid scrubs alcohol fragrance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
AAD dermatologists dry skin winter skincare humidifier indoor heating acne treatment retinoid moisturizer
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1