Why are my nails brittle and splitting despite taking biotin daily, and what topical treatments fix this fast?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are my nails brittle and splitting despite taking biotin daily, and what topical treatments fix this fast?
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
evidence-based treatment brittle splitting nails topical moisturizers petrolatum urea nail lacquer review dermatology Google ↗
American Academy Dermatology brittle nails tips moisturizer nail splitting biotin evidence Google ↗
- Natural Treatment Options for Nail Disorders · pmc.ncbi.nlm.nih.gov
- Pathogenesis, Clinical Signs and Treatment Recommendations in Brittle Nails: A Review · pmc.ncbi.nlm.nih.gov
- PowerPoint Presentation · aad-facultymanager.s3.amazonaws.com
- Biotin · ods.od.nih.gov
- Brittle Nails · dermatology.ca
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence-based treatment brittle splitting nails topical moisturizers petrolatum urea nail lacquer review dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology brittle nails tips moisturizer nail splitting biotin evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |