Real ChatGPT answer · index seednUuKhsmFVy8completeBeauty and personal care · cosmeticscommercial

Could you outline a multi step Korean skincare regimen specifically formulated to repair a compromised skin barrier caused by over exfoliation?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Could you outline a multi step Korean skincare regimen specifically formulated to repair a compromised skin barrier caused by over exfoliation?
2 real searches · 1 real-search pass
American Academy of Dermatology over exfoliated skin skin barrier stop exfoliating gentle cleanser moisturizer sunscreenGoogle ↗
OBSERVEDConsequence
Korean skincare barrier repair ceramides panthenol centella sensitive skin product ingredients Aestura Atobarrier 365 Cream Etude SoonJungGoogle ↗
OBSERVEDComparison

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 / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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 of Dermatology over exfoliated skin skin barrier stop exfoliating gentle cleanser moisturizer sunscreen Google ↗
Korean skincare barrier repair ceramides panthenol centella sensitive skin product ingredients Aestura Atobarrier 365 Cream Etude SoonJung Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology over exfoliated skin skin barrier stop exfoliating gentle cleanser moisturizer sunscreen
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Korean skincare barrier repair ceramides panthenol centella sensitive skin product ingredients Aestura Atobarrier 365 Cream Etude SoonJung
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1