Real ChatGPT answer · index seedpaxihlTVet4completeHealth and wellnessinformational
Is there any recent research linking vitamin deficiencies to dull skin glow, and which specific vitamins should I take for a healthier complexion on video calls?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is there any recent research linking vitamin deficiencies to dull skin glow, and which specific vitamins should I take for a healthier complexion on video calls?
2 real searches · 1 real-search pass
2025 2026 research review micronutrient vitamin deficiency skin appearance dull skin vitamin A C D E B12 niacin dermatologyGoogle ↗
OBSERVEDReason
dermatology review vitamin deficiencies skin manifestations vitamin C B12 niacin vitamin A deficiency skin health evidence supplementsGoogle ↗
OBSERVEDReason
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). 1 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
2025 2026 research review micronutrient vitamin deficiency skin appearance dull skin vitamin A C D E B12 niacin dermatology Google ↗
dermatology review vitamin deficiencies skin manifestations vitamin C B12 niacin vitamin A deficiency skin health evidence supplements Google ↗
2 cited sources
- Should I take vitamins or supplements for my skin? · www.aad.org
- Cutaneous Signs of Nutritional Deficiencies | Current Geriatrics Reports · link.springer.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 research review micronutrient vitamin deficiency skin appearance dull skin vitamin A C D E B12 niacin dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
dermatology review vitamin deficiencies skin manifestations vitamin C B12 niacin vitamin A deficiency skin health evidence supplements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |