Real ChatGPT answer · index seedmPlqLKYylsAcompleteBeauty and personal care · clean beautycommercial
I am looking for an affordable dupe for expensive serums that uses clean ingredients and costs less than thirty dollars total.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am looking for an affordable dupe for expensive serums that uses clean ingredients and costs less than thirty dollars total.
1 real search · 1 real-search pass
best affordable serum dupes for luxury skincare under $30 ingredients comparison The Ordinary Good Molecules Naturium 2026Google ↗
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)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
best affordable serum dupes for luxury skincare under $30 ingredients comparison The Ordinary Good Molecules Naturium 2026 Google ↗
- Best Budget Friendly Skincare Dupes That Mimic High End Serums · progradelist.com
- Good Molecules Discoloration Correcting Serum - Targets Dark Spots and Discoloration, Skincare for Face, 1 fl oz · walmart.com
- Glow Recipe Plum Plump Hyaluronic Acid Serum Dupes · insiderbeauty.com
- Skincare Dupe Finder — Cheaper Alternatives That Actually Match · dermington.com
- Good Molecules Super Peptide Serum · ulta.com
- Super Peptide Serum 30ml · shop.goodmolecules.com
- Good Molecules 5% Niacinamide Serum with Ectoin · ulta.com
- 5% Niacinamide Serum with Ectoin · shop.goodmolecules.com
- cocokind Ceramide Barrier Nourishing Daily Serum · ulta.com