Real ChatGPT answer · index seedvtKNBHFxZ0gcompleteBeauty and personal care · clean beautyinformational
Why do some clean beauty brands use organic food grade alcohol in their formulations and how does that affect dry, mature skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do some clean beauty brands use organic food grade alcohol in their formulations and how does that affect dry, mature skin?
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
ethanol alcohol in cosmetics skin barrier dry skin dermatology denatured alcohol formulation solvent preservative Google ↗
American Academy Dermatology alcohol skincare dry skin ingredients moisturizer mature skin Google ↗
- Influence of Ethanol as a Preservative in Topical Formulation on the Dermal Penetration Efficacy of Active Compounds in Healthy and Barrier-Disrupted Skin · pmc.ncbi.nlm.nih.gov
- A pilot study on the cutaneous effects of ethanol in a moisturizing cream on non-lesional skin of patients with atopic dermatitis · pmc.ncbi.nlm.nih.gov
- "Alcohol Free" · fda.gov
- Is it ok to use skincare with ‘alcohol’ in it? — NMK · drnataliaspierings.com
- Dermatologists' top tips for relieving dry skin · aad.org
- How to pick the right moisturizer for your skin · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ethanol alcohol in cosmetics skin barrier dry skin dermatology denatured alcohol formulation solvent preservative OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology alcohol skincare dry skin ingredients moisturizer mature skin OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |