Which nail strengthening treatments actually work best for brittle splitting nails when you are over sixty and tired of them breaking?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which nail strengthening treatments actually work best for brittle splitting nails when you are over sixty and tired of them breaking?
3 real searches · 1 real-search pass
evidence based treatment brittle splitting nails older adults moisturizers nail hardeners biotin thyroid iron deficiency dermatologyGoogle ↗
OBSERVEDReason
American Academy Dermatology brittle nails tips moisturize nail hardeners biotin brittle nailsGoogle ↗
OBSERVEDReason
NIH biotin interference lab tests supplement brittle nails evidenceGoogle ↗
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 (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
evidence based treatment brittle splitting nails older adults moisturizers nail hardeners biotin thyroid iron deficiency dermatology Google ↗
American Academy Dermatology brittle nails tips moisturize nail hardeners biotin brittle nails Google ↗
NIH biotin interference lab tests supplement brittle nails evidence Google ↗
- Biotin · ods.od.nih.gov
- Biotin · ods.od.nih.gov
- Brittle Nails · dermatology.ca
- 11 dermatologists' tips for healthy nails · aad.org
- Nail Fragility | Disorders of the Hair and Nail: Diagnosis and Treatment | AccessDermatologyDxRx · dermatology.mhmedical.com
- Common nail changes and disorders in older people: Diagnosis and management · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence based treatment brittle splitting nails older adults moisturizers nail hardeners biotin thyroid iron deficiency dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology brittle nails tips moisturize nail hardeners biotin brittle nails OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NIH biotin interference lab tests supplement brittle nails evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |