Real ChatGPT answer · index seed9q6ZyZVECbkcompleteBeauty and personal care · sun carecomparison

Does cheap sunscreen cause more rashes on dark skin tones than expensive mineral brands, or is that just a marketing myth?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Does cheap sunscreen cause more rashes on dark skin tones than expensive mineral brands, or is that just a marketing myth?
2 real searches · 1 real-search pass
sunscreen contact dermatitis allergic reactions mineral chemical filters dermatology evidence skin of color white castGoogle ↗
OBSERVEDReason
American Academy Dermatology sunscreen sensitive skin mineral zinc oxide titanium dioxide contact dermatitis dark skinGoogle ↗
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). 2 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
sunscreen contact dermatitis allergic reactions mineral chemical filters dermatology evidence skin of color white cast Google ↗
American Academy Dermatology sunscreen sensitive skin mineral zinc oxide titanium dioxide contact dermatitis dark skin Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
sunscreen contact dermatitis allergic reactions mineral chemical filters dermatology evidence skin of color white cast
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
American Academy Dermatology sunscreen sensitive skin mineral zinc oxide titanium dioxide contact dermatitis dark skin
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1