What home treatments actually work for curing severely brittle fingernails caused by repeated exposure to alcohol-based hand sanitizers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What home treatments actually work for curing severely brittle fingernails caused by repeated exposure to alcohol-based hand sanitizers?
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 Dermatology brittle nails moisturizer petroleum jelly nail care tips hand sanitizer Google ↗
Cleveland Clinic brittle nails treatment moisturize nails biotin evidence Google ↗
- National healthy skin month: dermatologists provide tips on caring for your skin, hair, and nails · aad.org
- Brittle Nails: Causes and Treatment Tips · health.clevelandclinic.org
- 4 skin care tips for your hands · aad.org
- Hand hygiene during COVID-19: Recommendations from the American Contact Dermatitis Society · pmc.ncbi.nlm.nih.gov
- Natural Treatment Options for Nail Disorders · pmc.ncbi.nlm.nih.gov
- Brittle Nails · dermatology.ca
- 11 dermatologists' tips for healthy nails · aad.org
- Brittle Nails · dermatology.wisc.edu
- Biotin · ods.od.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology brittle nails moisturizer petroleum jelly nail care tips hand sanitizer OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Cleveland Clinic brittle nails treatment moisturize nails biotin evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |