Real ChatGPT answer · index seedRLMmUB1bxu0completeBeauty and personal care · skincarecomparison

Are prescription tretinoin micro gels less irritating for mature skin than traditional cream formulas when comparing them for reducing deep sun damage and fine lines?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are prescription tretinoin micro gels less irritating for mature skin than traditional cream formulas when comparing them for reducing deep sun damage and fine lines?
3 real searches · 1 real-search pass
tretinoin microsphere gel versus cream irritation photoaging randomized trial mature skin fine wrinkles photodamageGoogle ↗
OBSERVEDConsequence
tretinoin cream photoaging fine wrinkles solar damage clinical evidence microsphere gel formulation irritation reviewGoogle ↗
OBSERVEDConsequence
tretinoin microsphere gel prescribing information irritation controlled release vehicle creamGoogle ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational33%ComparisonConsequence67%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
tretinoin microsphere gel versus cream irritation photoaging randomized trial mature skin fine wrinkles photodamage Google ↗
tretinoin cream photoaging fine wrinkles solar damage clinical evidence microsphere gel formulation irritation review Google ↗
tretinoin microsphere gel prescribing information irritation controlled release vehicle cream Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
tretinoin microsphere gel versus cream irritation photoaging randomized trial mature skin fine wrinkles photodamage
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
tretinoin cream photoaging fine wrinkles solar damage clinical evidence microsphere gel formulation irritation review
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
tretinoin microsphere gel prescribing information irritation controlled release vehicle cream
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1