Why are people on Reddit complaining about the packaging of the LilyAna Naturals Retinol Cream losing its potency?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are people on Reddit complaining about the packaging of the LilyAna Naturals Retinol Cream losing its potency?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
LilyAna Naturals Retinol Cream packaging potency Reddit pump bottle oxidation reviews Google ↗
Reddit LilyAna Naturals Retinol Cream packaging potency airless pump oxidation complaints Google ↗
- Right Product, Wrong Package? · skininc.com
- The 12 Best Retinol Formulas, Tested by Real People · people.com
- Customer reviews for LilyAna Naturals Retinol Cream for Face - Retinol Cream, Anti Aging Cream, Retinol Moisturizer for Face, Wrinkle Cream for Face, 2.5% Retinol Complex,100% Vegan- 1.7oz · walmart.com
- This is the affordable retinol thousands of shoppers have already discovered · aol.com
- [Product Question] This is one of the highest rated retinol cream on Amazon. Is there actual retinol in this product based on the ingredients list? · reddit.com
- [Product Request] Need a gentle but effective retinol cream for lazy cheap person. LilyAna, Good Molecules, or a secret third thing? · reddit.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LilyAna Naturals Retinol Cream packaging potency Reddit pump bottle oxidation reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Reddit LilyAna Naturals Retinol Cream packaging potency airless pump oxidation complaints OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |