Real ChatGPT answer · index seedj2jp4cAdyhYcompleteBeauty and personal care · sun careinformational

How does wearing daily facial sunscreen realistically prevent premature aging over a ten year period according to recent dermatology studies

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does wearing daily facial sunscreen realistically prevent premature aging over a ten year period according to recent dermatology studies
3 real searches · 1 real-search pass
randomized trial daily sunscreen photoaging 4.5 years 24% skin aging 2013 Annals Internal MedicineGoogle ↗
OBSERVEDYes / no
daily sunscreen photoaging randomized controlled trial dermatology recent study 2024 2025Google ↗
OBSERVEDReason
sunscreen prevention photoaging UVA collagen MMP clinical evidence review dermatologyGoogle ↗
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 / navigationalComparisonConsequenceReason67%DefinitionInstructionYes / no33%

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
randomized trial daily sunscreen photoaging 4.5 years 24% skin aging 2013 Annals Internal Medicine Google ↗
daily sunscreen photoaging randomized controlled trial dermatology recent study 2024 2025 Google ↗
sunscreen prevention photoaging UVA collagen MMP clinical evidence review dermatology Google ↗
  1. Sunscreen FAQs · aad.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
randomized trial daily sunscreen photoaging 4.5 years 24% skin aging 2013 Annals Internal Medicine
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
daily sunscreen photoaging randomized controlled trial dermatology recent study 2024 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
sunscreen prevention photoaging UVA collagen MMP clinical evidence review dermatology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1