Real ChatGPT answer · index seedbIxvjyiqtcQcompleteBeauty and personal care · sun careinformational

What specific tests do brands undergo to claim their mineral sunscreens are non-comedogenic and safe for acne treatments like tretinoin or isotretinoin?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific tests do brands undergo to claim their mineral sunscreens are non-comedogenic and safe for acne treatments like tretinoin or isotretinoin?
3 real searches · 1 real-search pass
noncomedogenic claim testing human comedogenicity assay follicular biopsy cosmetic products methodologyGoogle ↗
OBSERVEDReason
FDA sunscreen noncomedogenic claim testing standards tretinoin isotretinoin sunscreen sensitive skin guidanceGoogle ↗
OBSERVEDConsequence
cosmetic acnegenic testing human subjects comedogenicity study cyanoacrylate follicular biopsyGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequence33%Reason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
noncomedogenic claim testing human comedogenicity assay follicular biopsy cosmetic products methodology Google ↗
FDA sunscreen noncomedogenic claim testing standards tretinoin isotretinoin sunscreen sensitive skin guidance Google ↗
cosmetic acnegenic testing human subjects comedogenicity study cyanoacrylate follicular biopsy Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
noncomedogenic claim testing human comedogenicity assay follicular biopsy cosmetic products methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FDA sunscreen noncomedogenic claim testing standards tretinoin isotretinoin sunscreen sensitive skin guidance
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
cosmetic acnegenic testing human subjects comedogenicity study cyanoacrylate follicular biopsy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1