Real ChatGPT answer · index seedLnfS0Z0ru9YcompleteBeauty and personal care · clean beautycommercial

What gentle products are recommended by dermatologists for resolving fungal acne flare ups without stripping the skin barrier completely?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What gentle products are recommended by dermatologists for resolving fungal acne flare ups without stripping the skin barrier completely?
2 real searches · 1 real-search pass
American Academy Dermatology Malassezia folliculitis treatment ketoconazole gentle skin care dermatologistGoogle ↗
OBSERVEDOther / navigational
DermNet Malassezia folliculitis treatment topical ketoconazole skin barrier gentle cleanserGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
American Academy Dermatology Malassezia folliculitis treatment ketoconazole gentle skin care dermatologist Google ↗
DermNet Malassezia folliculitis treatment topical ketoconazole skin barrier gentle cleanser Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy Dermatology Malassezia folliculitis treatment ketoconazole gentle skin care dermatologist
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
DermNet Malassezia folliculitis treatment topical ketoconazole skin barrier gentle cleanser
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1