Real ChatGPT answer · index seedZ9gfFwqvgCwcompleteBeauty and personal care · anti-aginghowto

What is the exact step by step routine to apply prescription strength tretinoin without causing my skin to peel completely off my face

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the exact step by step routine to apply prescription strength tretinoin without causing my skin to peel completely off my face
2 real searches · 1 real-search pass
American Academy of Dermatology topical retinoid how to use tretinoin irritation moisturizer pea sized amount sunscreenGoogle ↗
OBSERVEDConsequence
MedlinePlus tretinoin topical instructions pregnancy irritation sun exposureGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequence50%ReasonDefinitionInstruction50%Yes / 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 topical retinoid how to use tretinoin irritation moisturizer pea sized amount sunscreen Google ↗
MedlinePlus tretinoin topical instructions pregnancy irritation sun exposure Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology topical retinoid how to use tretinoin irritation moisturizer pea sized amount sunscreen
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
MedlinePlus tretinoin topical instructions pregnancy irritation sun exposure
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1