Are there any safe DIY vitamin c serums for fading sun damage at home or is it a waste of time compared to buying a professional organic brand.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any safe DIY vitamin c serums for fading sun damage at home or is it a waste of time compared to buying a professional organic brand.
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
topical vitamin C L-ascorbic acid sun damage hyperpigmentation evidence dermatology concentration pH stability sunscreen Google ↗
American Academy Dermatology vitamin C serum dark spots sun damage sunscreen topical antioxidants Google ↗
- Clinical Applications of Vitamin C in Dermatology: A Systematic Review · pmc.ncbi.nlm.nih.gov
- Vitamin C, Topical Retinoids, and Sunscreen in Clinical Practice · test.acofp.org
- Topical Vitamin C and the Skin: Mechanisms of Action and Clinical Applications · pubmed.ncbi.nlm.nih.gov
- How to fade dark spots in darker skin tones · aad.org
- Efficacy of topical vitamin C in melasma and photoaging: A systematic review - Correia - 2023 - Journal of Cosmetic Dermatology · doi.org
- Why is topical vitamin C important for skin health? · health.harvard.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical vitamin C L-ascorbic acid sun damage hyperpigmentation evidence dermatology concentration pH stability sunscreen OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology vitamin C serum dark spots sun damage sunscreen topical antioxidants OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |