Real ChatGPT answer · index seedhk59JYwrbSUcompleteBeauty and personal care · anti-aginginformational

What is the best way to apply RoC retinol around the delicate eye area without causing severe irritation and peeling under my makeup?

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 best way to apply RoC retinol around the delicate eye area without causing severe irritation and peeling under my makeup?
2 real searches · 1 real-search pass
RoC retinol eye cream official directions use around eyes irritation peeling dermatologist retinoid eye areaGoogle ↗
OBSERVEDInstruction
American Academy Dermatology retinoid irritation moisturizer start slowly sensitive skin around eyesGoogle ↗
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 / 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
RoC retinol eye cream official directions use around eyes irritation peeling dermatologist retinoid eye area Google ↗
American Academy Dermatology retinoid irritation moisturizer start slowly sensitive skin around eyes Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
RoC retinol eye cream official directions use around eyes irritation peeling dermatologist retinoid eye area
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
American Academy Dermatology retinoid irritation moisturizer start slowly sensitive skin around eyes
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1