What DIY oil soaks actually work for brittle splitting nails when commercial strengtheners fail?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What DIY oil soaks actually work for brittle splitting nails when commercial strengtheners fail?
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
American Academy of Dermatology brittle nails moisturize petroleum jelly nail care splitting nails Google ↗
DermNet brittle nails onychoschizia treatment moisturizers nail splitting Google ↗
- Gel manicures: Tips for healthy nails · aad.org
- 11 dermatologists' tips for healthy nails · aad.org
- How to trim your nails · staging.aad.org
- Manicure and pedicure safety · aad.org
- Pathogenesis, Clinical Signs and Treatment Recommendations in Brittle Nails: A Review · pmc.ncbi.nlm.nih.gov
- Brittle Nails · dermatology.ca
- Common nail changes and disorders in older people: Diagnosis and management · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology brittle nails moisturize petroleum jelly nail care splitting nails OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
DermNet brittle nails onychoschizia treatment moisturizers nail splitting OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |