Real ChatGPT answer · index seedpWGNDfQLyzwcompleteBeauty and personal care · clean beautyinformational
I need an affordable dupe for that viral $80 vitamin c serum because my entry level job is barely paying for my groceries and skincare.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need an affordable dupe for that viral $80 vitamin c serum because my entry level job is barely paying for my groceries and skincare.
1 real search · 1 real-search pass
best affordable vitamin C serum dupes for Drunk Elephant C-Firma $80 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). 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
best affordable vitamin C serum dupes for Drunk Elephant C-Firma $80 2026 Google ↗
- The Best Vitamin C Serums · dupe.com
- 48 Best Dupes for C-Firma Fresh Day Serum by Drunk Elephant · skinsort.com