Real ChatGPT answer · index seedtcAN4cNJiy0completeBeauty and personal care · skincareinformational

Are there any peer-reviewed studies evaluating whether daily application of mineral sunscreens containing non-nano zinc oxide provides superior protection against high-energy visible blue light compared to tinted iron oxides?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are there any peer-reviewed studies evaluating whether daily application of mineral sunscreens containing non-nano zinc oxide provides superior protection against high-energy visible blue light compared to tinted iron oxides?
3 real searches · 1 real-search pass
peer reviewed study zinc oxide non-nano sunscreen iron oxide tinted sunscreen high energy visible light blue light protection comparisonGoogle ↗
OBSERVEDComparison
visible light protection iron oxide zinc oxide sunscreen clinical study melasma blue lightGoogle ↗
OBSERVEDReason
non-nano zinc oxide sunscreen visible light transmission iron oxides studyGoogle ↗
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 / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / 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

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
peer reviewed study zinc oxide non-nano sunscreen iron oxide tinted sunscreen high energy visible light blue light protection comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
visible light protection iron oxide zinc oxide sunscreen clinical study melasma blue light
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
non-nano zinc oxide sunscreen visible light transmission iron oxides study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1