Real ChatGPT answer · index seedz1b3c3oLHx0completeBeauty and personal care · anti-aginginformational

What strength of prescription tretinoin should I start with for my fine lines, keeping in mind my skin gets red and irritated easily?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What strength of prescription tretinoin should I start with for my fine lines, keeping in mind my skin gets red and irritated easily?
2 real searches · 1 real-search pass
tretinoin photoaging fine wrinkles sensitive skin 0.025% cream start frequency irritation dermatology guidanceGoogle ↗
OBSERVEDConsequence
American Academy Dermatology retinoid irritation moisturizer start every other night tretinoinGoogle ↗
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
tretinoin photoaging fine wrinkles sensitive skin 0.025% cream start frequency irritation dermatology guidance Google ↗
American Academy Dermatology retinoid irritation moisturizer start every other night tretinoin Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
tretinoin photoaging fine wrinkles sensitive skin 0.025% cream start frequency irritation dermatology guidance
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
American Academy Dermatology retinoid irritation moisturizer start every other night tretinoin
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1