Real ChatGPT answer · index seedkyxQtRAjwIUcompleteHealth and wellness · supplements and vitaminscommercial
Is Country Life biotin for nails actually effective at five thousand micrograms, or should I be looking at hydrolyzed marine collagen and keratin supplements for structural brittleness?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Country Life biotin for nails actually effective at five thousand micrograms, or should I be looking at hydrolyzed marine collagen and keratin supplements for structural brittleness?
3 real searches · 1 real-search pass
clinical evidence biotin 5000 mcg brittle nails randomized trial deficiency safety lab test interferenceGoogle ↗
OBSERVEDConsequence
oral hydrolyzed collagen supplements nail growth brittleness clinical trial evidenceGoogle ↗
OBSERVEDReason
keratin supplements brittle nails clinical evidence oral keratinGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
clinical evidence biotin 5000 mcg brittle nails randomized trial deficiency safety lab test interference Google ↗
oral hydrolyzed collagen supplements nail growth brittleness clinical trial evidence Google ↗
keratin supplements brittle nails clinical evidence oral keratin Google ↗
- View product · iherb.com
- Frequently Asked Questions (FAQ) · ods.od.nih.gov
- Biotin · ods.od.nih.gov
- Biotin · ods.od.nih.gov
- AACC Guidance Document on Biotin Interference in Laboratory Tests · pubmed.ncbi.nlm.nih.gov
- View product · iherb.com
- Oral supplementation with specific bioactive collagen peptides improves nail growth and reduces symptoms of brittle nails. · pubmed.ncbi.nlm.nih.gov
- View product · iherb.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clinical evidence biotin 5000 mcg brittle nails randomized trial deficiency safety lab test interference OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
oral hydrolyzed collagen supplements nail growth brittleness clinical trial evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
keratin supplements brittle nails clinical evidence oral keratin OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |