Real ChatGPT answer · index seedftToPRFAuq8completeBeauty and personal care · skincareinformational

Can you look up the current community consensus and dermatologist reviews on whether fungal acne safe regimens require completely eliminating all traditional esters and fatty acids from daily use?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you look up the current community consensus and dermatologist reviews on whether fungal acne safe regimens require completely eliminating all traditional esters and fatty acids from daily use?
3 real searches · 1 real-search pass
2026 dermatologist Malassezia folliculitis skincare ingredients esters fatty acids avoidance evidenceGoogle ↗
OBSERVEDReason
Malassezia folliculitis dermatologist ingredients fatty acids esters avoidance evidence fungal acne safe routine dermatologist reviewGoogle ↗
OBSERVEDReason
site:reddit.com/r/Fungalacne fatty acids esters avoid all ingredients routine consensusGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence33%Reason67%DefinitionInstructionYes / 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
2026 dermatologist Malassezia folliculitis skincare ingredients esters fatty acids avoidance evidence Google ↗
Malassezia folliculitis dermatologist ingredients fatty acids esters avoidance evidence fungal acne safe routine dermatologist review Google ↗
site:reddit.com/r/Fungalacne fatty acids esters avoid all ingredients routine consensus Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 dermatologist Malassezia folliculitis skincare ingredients esters fatty acids avoidance evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Malassezia folliculitis dermatologist ingredients fatty acids esters avoidance evidence fungal acne safe routine dermatologist review
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
site:reddit.com/r/Fungalacne fatty acids esters avoid all ingredients routine consensus
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1