Real ChatGPT answer · index seedKud1A39vam0completeBeauty and personal care · clean beautyinformational

Can you find me an affordable dupe for expensive serums that targets fine lines and is sold in drugstores rather than high end department stores?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you find me an affordable dupe for expensive serums that targets fine lines and is sold in drugstores rather than high end department stores?
1 real search · 1 real-search pass
best affordable drugstore serums for fine lines retinol peptides 2026 CeraVe RoC Neutrogena OlayGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
best affordable drugstore serums for fine lines retinol peptides 2026 CeraVe RoC Neutrogena Olay Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best affordable drugstore serums for fine lines retinol peptides 2026 CeraVe RoC Neutrogena Olay
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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