Real ChatGPT answer · index seedMYngUcKudNscompleteBeauty and personal care · skincarecommercial

My skin is severely peeling and irritated from overusing tretinoin last night, so what can I put on my face right now to stop the burning and fix my skin barrier today?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My skin is severely peeling and irritated from overusing tretinoin last night, so what can I put on my face right now to stop the burning and fix my skin barrier today?
2 real searches · 1 real-search pass
American Academy of Dermatology retinoid irritation peeling burning skin care stop retinoid moisturizer petroleum jellyGoogle ↗
OBSERVEDConsequence
NHS topical tretinoin irritation severe skin reaction peeling burning adviceGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
American Academy of Dermatology retinoid irritation peeling burning skin care stop retinoid moisturizer petroleum jelly Google ↗
NHS topical tretinoin irritation severe skin reaction peeling burning advice Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology retinoid irritation peeling burning skin care stop retinoid moisturizer petroleum jelly
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
NHS topical tretinoin irritation severe skin reaction peeling burning advice
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1