Real ChatGPT answer · index seeda9c1EPrOyzAcompleteBeauty and personal care · anti-agingbrand

Is it true that CeraVe Resurfacing Retinol Serum is the best budget option for fading red marks left behind by acne?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it true that CeraVe Resurfacing Retinol Serum is the best budget option for fading red marks left behind by acne?
1 real search · 1 real-search pass
CeraVe Resurfacing Retinol Serum red acne marks post inflammatory erythema evidence azelaic acid sunscreen dermatologyGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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
CeraVe Resurfacing Retinol Serum red acne marks post inflammatory erythema evidence azelaic acid sunscreen dermatology Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CeraVe Resurfacing Retinol Serum red acne marks post inflammatory erythema evidence azelaic acid sunscreen dermatology
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1