Real ChatGPT answer · index seedklCO38Sx2QocompleteBeauty and personal care · cosmeticsinformational
How can I stop my fingernails from splitting down the middle naturally without using harsh strengthening polishes that contain formaldehyde?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I stop my fingernails from splitting down the middle naturally without using harsh strengthening polishes that contain formaldehyde?
1 real search · 1 real-search pass
American Academy Dermatology brittle splitting nails prevention moisturize avoid water trauma formaldehyde nail hardeners causes split nailsGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
American Academy Dermatology brittle splitting nails prevention moisturize avoid water trauma formaldehyde nail hardeners causes split nails Google ↗
- 11 dermatologists' tips for healthy nails · aad.org
- Brittle Nails · dermatology.wisc.edu
- Manicure and pedicure safety · aad.org
- Artificial nails: Dermatologists' tips for reducing nail damage · aad.org
- Fingernails: Do's and don'ts for healthy nails · mayoclinic.org
- Nail abnormalities: MedlinePlus Medical Encyclopedia · medlineplus.gov