Real ChatGPT answer · index seedLdkvN45RTkscompleteBeauty and personal care · cosmeticsinformational
What are some natural home remedies that actually work for curing weak and brittle fingernails that keep splitting every single day?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are some natural home remedies that actually work for curing weak and brittle fingernails that keep splitting every single day?
3 real searches · 1 real-search pass
American Academy of Dermatology brittle nails tips moisturize nails splitting peeling biotin evidenceGoogle ↗
OBSERVEDReason
Mayo Clinic brittle fingernails causes treatment splitting nails iron thyroidGoogle ↗
OBSERVEDReason
brittle splitting fingernails evidence nail care moisturizers biotin dermatology causesGoogle ↗
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). 1 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
American Academy of Dermatology brittle nails tips moisturize nails splitting peeling biotin evidence Google ↗
Mayo Clinic brittle fingernails causes treatment splitting nails iron thyroid Google ↗
brittle splitting fingernails evidence nail care moisturizers biotin dermatology causes Google ↗
- Biotin · ods.od.nih.gov
- Brittle Nails · dermatology.ca
- 11 dermatologists' tips for healthy nails · aad.org
- Fingernails: Do's and don'ts for healthy nails · mayoclinic.org
- 7 fingernail problems not to ignore · mayoclinic.org
Queries
3 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 nails splitting peeling biotin evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Mayo Clinic brittle fingernails causes treatment splitting nails iron thyroid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
brittle splitting fingernails evidence nail care moisturizers biotin dermatology causes OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |