Real ChatGPT answer · index seedlHNPb4GqUWUcompleteHealth and wellness · supplements and vitaminsinformational
Can taking specific vitamins like biotin and vitamin C actually give mature skin a healthy glow or is that just marketing hype?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can taking specific vitamins like biotin and vitamin C actually give mature skin a healthy glow or is that just marketing hype?
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
NIH Office of Dietary Supplements biotin fact sheet deficiency skin evidence vitamin C collagen skin oral supplementation evidence mature skin Google ↗
American Academy of Dermatology vitamins supplements biotin skin evidence vitamin C collagen aging skin Google ↗
- Effects of Collagen Supplements on Skin Aging: A Systematic Review and Meta-Analysis of Randomized Controlled Trials · doi.org
- Should I take vitamins or supplements for my skin? · aad.org
- Supplement secrets unveiled: debunking common myths about beauty boosters · aad.org
- Biotin · ods.od.nih.gov
- Biotin · ods.od.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NIH Office of Dietary Supplements biotin fact sheet deficiency skin evidence vitamin C collagen skin oral supplementation evidence mature skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy of Dermatology vitamins supplements biotin skin evidence vitamin C collagen aging skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |