Real ChatGPT answer · index seedKlGLl1kD0VIcompleteBeauty and personal care · skincarecomparison

What are the main pros and cons when evaluating retinol versus tretinoin efficacy for college seniors dealing with stubborn adult acne and texture issues?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main pros and cons when evaluating retinol versus tretinoin efficacy for college seniors dealing with stubborn adult acne and texture issues?
2 real searches · 1 real-search pass
American Academy of Dermatology acne guidelines topical retinoids tretinoin adapalene retinol evidence adult acne irritation pregnancyGoogle ↗
OBSERVEDReason
NHS tretinoin topical acne retinoid pregnancy irritation how long improvementGoogle ↗
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%Reason50%DefinitionInstructionYes / 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 acne guidelines topical retinoids tretinoin adapalene retinol evidence adult acne irritation pregnancy Google ↗
NHS tretinoin topical acne retinoid pregnancy irritation how long improvement Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology acne guidelines topical retinoids tretinoin adapalene retinol evidence adult acne irritation pregnancy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NHS tretinoin topical acne retinoid pregnancy irritation how long improvement
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1