My nails are peeling and bending like paper what strengthening treatments do dermatologists recommend right now
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My nails are peeling and bending like paper what strengthening treatments do dermatologists recommend right now
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
dermatologist recommendations brittle peeling nails onychoschizia treatment moisturizer nail hardeners evidence 2025 2026 Google ↗
American Academy of Dermatology brittle nails peeling nails tips moisturize nail hardener formaldehyde Google ↗
- 11 dermatologists' tips for healthy nails · aad.org
- Manicure and pedicure safety · aad.org
- Brittle Nails · dermatology.ca
- Brittle Nails · dermatology.wisc.edu
- Biotin or Pyridoxine Versus Combined Regimen in the Treatment of Onychoschizia - JDDonline · doi.org
- Natural Treatment Options for Nail Disorders · pmc.ncbi.nlm.nih.gov
- Nail Abnormalities · aafp.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist recommendations brittle peeling nails onychoschizia treatment moisturizer nail hardeners evidence 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy of Dermatology brittle nails peeling nails tips moisturize nail hardener formaldehyde OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |