What do consumer advocacy groups and cosmetic chemists say about the stability of the vitamin C and ferulic acid in Drunk Elephant C-Firma Fresh Day Serum?
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The searches the AI actually ran for this prompt.
SEED QUERY
What do consumer advocacy groups and cosmetic chemists say about the stability of the vitamin C and ferulic acid in Drunk Elephant C-Firma Fresh Day Serum?
3 real searches · 1 real-search pass
Drunk Elephant C-Firma Fresh Day Serum stability vitamin C ferulic acid consumer advocacy cosmetic chemist review oxidation packagingGoogle ↗
OBSERVEDReason
Drunk Elephant C-Firma Fresh Day Serum ingredients L-ascorbic acid ferulic acid stability powder activation packagingGoogle ↗
OBSERVEDReason
consumer advocacy vitamin C serum stability ferulic acid cosmetic chemist C-Firma Drunk ElephantGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Drunk Elephant C-Firma Fresh Day Serum stability vitamin C ferulic acid consumer advocacy cosmetic chemist review oxidation packaging Google ↗
Drunk Elephant C-Firma Fresh Day Serum ingredients L-ascorbic acid ferulic acid stability powder activation packaging Google ↗
consumer advocacy vitamin C serum stability ferulic acid cosmetic chemist C-Firma Drunk Elephant Google ↗
- Brightening, firming 15% vitamin C serum · drunkelephant.com
- Drunk Elephant’s Beloved Vitamin C Serum Just Got a Major Makeover · newbeauty.com
- Drunk Elephant Gave Its Beloved C-Firma Day Serum a Massive Formula Makeover · allure.com
- Exclusive: Drunk Elephant Launches C-Firma Fresh Day Vitamin C Serum — Interview · allure.com
- Here’s What It Really Means When Your Vitamin C Serum Stinks · newbeauty.com
- 1 Model of Vitamin C Skincare Products Not Detected with Relevant Ingredients While 5 Models Lacked Proper Labelling Over 40% Contained Fragrance Allergens but Not Reflected on Labelling Improvement Urged · consumer.org.hk
- No antioxidant acid found in 1 of 17 vitamin C face serums tested, Hong Kong watchdog says · scmp.com
- Why Hair and Skin Care Products Stop Working Over Time · consumerreports.org
- The Most Effective Anti-Aging Skin Care, Explained · consumerreports.org
- Cosmeceuticals – do they work? · britishskinfoundation.org.uk
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Drunk Elephant C-Firma Fresh Day Serum stability vitamin C ferulic acid consumer advocacy cosmetic chemist review oxidation packaging OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Drunk Elephant C-Firma Fresh Day Serum ingredients L-ascorbic acid ferulic acid stability powder activation packaging OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
consumer advocacy vitamin C serum stability ferulic acid cosmetic chemist C-Firma Drunk Elephant OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |