Real ChatGPT answer · index seedyo6biLPa6a8completeBeauty and personal care · sun carebrand

Does dermatological research show any real benefit to using SPF 100 over SPF 50 when you are outside for hours studying?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Does dermatological research show any real benefit to using SPF 100 over SPF 50 when you are outside for hours studying?
2 real searches · 1 real-search pass
randomized trial SPF 100 versus SPF 50 sunburn study 2018 dermatology journalGoogle ↗
OBSERVEDComparison
American Academy Dermatology sunscreen SPF 50 100 reapply every two hours broad spectrum guidanceGoogle ↗
OBSERVEDInstruction

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 / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
randomized trial SPF 100 versus SPF 50 sunburn study 2018 dermatology journal
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
American Academy Dermatology sunscreen SPF 50 100 reapply every two hours broad spectrum guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1