Why are my nails so weak and peeling off in layers and what products can I use to strengthen them
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are my nails so weak and peeling off in layers and what products can I use to strengthen them
1 real search · 1 real-search pass
American Academy of Dermatology brittle splitting nails peeling layers treatment moisturize nail hardeners biotin evidenceGoogle ↗
OBSERVEDConsequence
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 of Dermatology brittle splitting nails peeling layers treatment moisturize nail hardeners biotin evidence Google ↗
- Shop product · walmart.com
- Shop product · cvs.com
- Shop product · cvs.com
- Shop product · walmart.com
- 11 dermatologists' tips for healthy nails · aad.org
- Gel manicures: Tips for healthy nails · aad.org
- Pathogenesis, Clinical Signs and Treatment Recommendations in Brittle Nails: A Review · pmc.ncbi.nlm.nih.gov
- Biotin · ods.od.nih.gov
- Nail abnormalities: MedlinePlus Medical Encyclopedia · medlineplus.gov