Real ChatGPT answer · index seeds6C4kyecPnEcompleteBeauty and personal care · nail careinformational
My fingernails have become very brittle and keep splitting as I have aged. What treatments actually work to strengthen them?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My fingernails have become very brittle and keep splitting as I have aged. What treatments actually work to strengthen them?
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).
Searches and sources
ChatGPT2 real searches · gpt-6
American Academy of Dermatology brittle nails tips moisturize biotin evidence causes nail splitting aging Google ↗
Mayo Clinic brittle nails causes when to see doctor iron thyroid nail changes Google ↗
- Brittle Nails · dermatology.ca
- Nail abnormalities: MedlinePlus Medical Encyclopedia · medlineplus.gov
- Thyroid disease: A checklist of skin, hair, and nail changes · aad.org
- Fingernails: Do's and don'ts for healthy nails · mayoclinic.org
- 7 fingernail problems not to ignore · mayoclinic.org
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 tips moisturize biotin evidence causes nail splitting aging OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Mayo Clinic brittle nails causes when to see doctor iron thyroid nail changes OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |