What vitamins or topical products actually work for clients dealing with chronic brittle splitting nails during seasonal changes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What vitamins or topical products actually work for clients dealing with chronic brittle splitting nails during seasonal changes?
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). 1 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 treatment moisturize biotin nail splitting evidence Google ↗
NHS brittle nails causes treatment biotin supplement evidence nail splitting Google ↗
- Biotin · ods.od.nih.gov
- Biotin · ods.od.nih.gov
- Pathogenesis, Clinical Signs and Treatment Recommendations in Brittle Nails: A Review · pmc.ncbi.nlm.nih.gov
- Natural Treatment Options for Nail Disorders · pmc.ncbi.nlm.nih.gov
- Brittle Nails · dermatology.ca
- Nail problems · nhs.uk
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology brittle nails treatment moisturize biotin nail splitting evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHS brittle nails causes treatment biotin supplement evidence nail splitting OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |