Real ChatGPT answer · index seedDFiwyz7eLXIcompleteBeauty and personal care · sun carecommercial

What are the long term dermal penetration differences between nano and non nano mineral sunscreen particles according to recent dermatological studies?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the long term dermal penetration differences between nano and non nano mineral sunscreen particles according to recent dermatological studies?
2 real searches · 1 real-search pass
dermal penetration nanoparticle versus non-nano zinc oxide titanium dioxide sunscreen human skin long-term dermatological studies review 2023 2024 2025Google ↗
OBSERVEDReason
systematic review sunscreen nanoparticles dermal absorption intact damaged skin zinc oxide titanium dioxide 2024Google ↗
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
dermal penetration nanoparticle versus non-nano zinc oxide titanium dioxide sunscreen human skin long-term dermatological studies review 2023 2024 2025 Google ↗
systematic review sunscreen nanoparticles dermal absorption intact damaged skin zinc oxide titanium dioxide 2024 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
dermal penetration nanoparticle versus non-nano zinc oxide titanium dioxide sunscreen human skin long-term dermatological studies review 2023 2024 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
systematic review sunscreen nanoparticles dermal absorption intact damaged skin zinc oxide titanium dioxide 2024
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1