What makes marine algae derived face oils superior to plant seed oils for improving skin elasticity and reducing transepidermal water loss?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What makes marine algae derived face oils superior to plant seed oils for improving skin elasticity and reducing transepidermal water loss?
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
marine algae oil topical skin elasticity transepidermal water loss clinical study comparison plant seed oils review Google ↗
topical plant oils skin barrier TEWL fatty acid composition review algae-derived oil skin benefits evidence Google ↗
- Clinical Studies of the Safety and Efficacy of Macroalgae Extracts in Cosmeceuticals · pmc.ncbi.nlm.nih.gov
- Marine Macroalgae in Topical Formulations: Bioactive Compounds, Variability, Analytical Challenges and Skin Benefits · pmc.ncbi.nlm.nih.gov
- Anti-Inflammatory and Skin Barrier Repair Effects of Topical Application of Some Plant Oils · pmc.ncbi.nlm.nih.gov
- Vegetable Butters and Oils as Therapeutically and Cosmetically Active Ingredients for Dermal Use: A Review of Clinical Studies · pmc.ncbi.nlm.nih.gov
- Vegetable Butters and Oils as Therapeutically and Cosmetically Active Ingredients for Dermal Use: A Review of Clinical Studies · pubmed.ncbi.nlm.nih.gov
- Polish Journal of Cosmetology · kosmet.pl
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
marine algae oil topical skin elasticity transepidermal water loss clinical study comparison plant seed oils review OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
topical plant oils skin barrier TEWL fatty acid composition review algae-derived oil skin benefits evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |