Are there any budget dupe options for the Drunk Elephant C Firma fresh day serum that actually use stable vitamin c without oxidizing in two weeks
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any budget dupe options for the Drunk Elephant C Firma fresh day serum that actually use stable vitamin c without oxidizing in two weeks
1 real search · 1 real-search pass
Drunk Elephant C-Firma Fresh Day Serum ingredients 15% L-ascorbic acid ferulic acid vitamin E stability shelf life; budget vitamin C serum stable derivatives THD ascorbate ethyl ascorbic acid packagingGoogle ↗
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)
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
Drunk Elephant C-Firma Fresh Day Serum ingredients 15% L-ascorbic acid ferulic acid vitamin E stability shelf life; budget vitamin C serum stable derivatives THD ascorbate ethyl ascorbic acid packaging Google ↗
- Drunk Elephant Gave Its Beloved C-Firma Day Serum a Massive Formula Makeover · allure.com
- Brightening, firming 15% vitamin C serum · drunkelephant.com
- Drunk Elephant - C-Firma Fresh Vitamin-C Day Serum · ulta.com
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Drunk Elephant C-Firma Fresh Day Serum ingredients 15% L-ascorbic acid ferulic acid vitamin E stability shelf life; budget vitamin C serum stable derivatives THD ascorbate ethyl ascorbic acid packaging OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |