Real ChatGPT answer · index seed1pNye6wMNE0completeBeauty and personal care · cosmeticsinformational

Which lightweight tinted moisturizer SPF brands do dermatologists recommend most for acne-prone skin that needs light coverage during a busy workday?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which lightweight tinted moisturizer SPF brands do dermatologists recommend most for acne-prone skin that needs light coverage during a busy workday?
1 real search · 1 real-search pass
dermatologist recommended tinted sunscreen moisturizer acne-prone skin lightweight coverage brands ingredients noncomedogenicGoogle ↗
OBSERVEDOther / navigational

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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
dermatologist recommended tinted sunscreen moisturizer acne-prone skin lightweight coverage brands ingredients noncomedogenic Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
dermatologist recommended tinted sunscreen moisturizer acne-prone skin lightweight coverage brands ingredients noncomedogenic
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1