Real ChatGPT answer · index seedOUohM0TlKRgcompleteBeauty and personal care · anti-agingcommercial

what do dermatologists say about cheap sunscreen brands versus expensive ones for preventing fine lines and sun damage

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

The searches the AI actually ran for this prompt.

SEED QUERY
what do dermatologists say about cheap sunscreen brands versus expensive ones for preventing fine lines and sun damage
3 real searches · 1 real-search pass
dermatologists expensive vs cheap sunscreen same protection fine lines sun damage broad spectrum SPF 30 ingredientsGoogle ↗
OBSERVEDComparison
American Academy of Dermatology sunscreen SPF 30 broad spectrum water resistant reapply UVA photoagingGoogle ↗
OBSERVEDConsequence
consumer reports sunscreen price doesn't determine effectiveness dermatologist sunscreen ingredientsGoogle ↗
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%Consequence33%Reason33%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

ChatGPT3 real searches · gpt-6
dermatologists expensive vs cheap sunscreen same protection fine lines sun damage broad spectrum SPF 30 ingredients Google ↗
American Academy of Dermatology sunscreen SPF 30 broad spectrum water resistant reapply UVA photoaging Google ↗
consumer reports sunscreen price doesn't determine effectiveness dermatologist sunscreen ingredients Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
dermatologists expensive vs cheap sunscreen same protection fine lines sun damage broad spectrum SPF 30 ingredients
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
American Academy of Dermatology sunscreen SPF 30 broad spectrum water resistant reapply UVA photoaging
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
consumer reports sunscreen price doesn't determine effectiveness dermatologist sunscreen ingredients
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1