What is the consensus on whether facial oils can actually penetrate deep enough to replace anti aging serums containing active ingredients?
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the consensus on whether facial oils can actually penetrate deep enough to replace anti aging serums containing active ingredients?
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
facial oils skin penetration stratum corneum anti-aging evidence dermatology review topical oils retinoids Google ↗
American Academy Dermatology anti-aging skin care retinoid moisturizer facial oils evidence Google ↗
- Vegetable Butters and Oils as Therapeutically and Cosmetically Active Ingredients for Dermal Use: A Review of Clinical Studies · pmc.ncbi.nlm.nih.gov
- Lipid uptake and skin occlusion following topical application of oils on adult and infant skin · jdsjournal.com
- Cosmetic retinoid use in photoaged skin: A review of the compounds, their use and mechanisms of action · pmc.ncbi.nlm.nih.gov
- How Much Do We Really Know About Our Favorite Cosmeceutical Ingredients? · pmc.ncbi.nlm.nih.gov
- Scholars@Duke publication: Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study. · scholars.duke.edu
- How to maximize results from anti-aging skin care products · aad.org
- Wrinkle remedies · aad.org
- Retinoid or retinol? · aad.org
- How to select anti-aging skin care products · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
facial oils skin penetration stratum corneum anti-aging evidence dermatology review topical oils retinoids OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology anti-aging skin care retinoid moisturizer facial oils evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |