Real ChatGPT answer · index seedtxA6bQ1yyrIcompleteHealth and wellness · supplements and vitaminscommercial
I need a foolproof vitamin routine to fix my dull winter skin today, what combinations are dermatologists currently recommending for a fast glow
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The searches the AI actually ran for this prompt.
SEED QUERY
I need a foolproof vitamin routine to fix my dull winter skin today, what combinations are dermatologists currently recommending for a fast glow
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.
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Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
American Academy of Dermatology vitamin C niacinamide retinoid skin care dry winter skin dermatologist recommendations 2026 Google ↗
dermatologist advice vitamin supplements skin glow evidence vitamin deficiencies skin health topical vitamin C niacinamide Google ↗
- Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study · pubmed.ncbi.nlm.nih.gov
- Top Skin-Care Ingredients Recommended by Dermatologists · nm.org
- Cold weather and your skin · aad.org
- Dermatologists' top tips for relieving dry skin · aad.org
- Should I take vitamins or supplements for my skin? · aad.org
- Dietary supplements in dermatology: A review of the evidence for zinc, biotin, vitamin D, nicotinamide, and Polypodium · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology vitamin C niacinamide retinoid skin care dry winter skin dermatologist recommendations 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
dermatologist advice vitamin supplements skin glow evidence vitamin deficiencies skin health topical vitamin C niacinamide OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |