Real ChatGPT answer · index seedXzUoZicWwLIcompleteBeauty and personal care · cosmeticsinformational
Are there dietary changes or natural supplements that successfully stop fingernails from being weak and brittle at seventy years old?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there dietary changes or natural supplements that successfully stop fingernails from being weak and brittle at seventy years old?
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
brittle nails older adults causes treatment nutrition biotin evidence dermatology official Google ↗
NIH biotin supplement lab test interference brittle nails evidence Google ↗
- Biotin · ods.od.nih.gov
- Biotin · ods.od.nih.gov
- Biotin Interference with Troponin Lab Tests - Assays Subject to Biotin Interference · fda.gov
- Brittle Nails · dermatology.ca
- Aging changes in hair and nails: MedlinePlus Medical Encyclopedia · medlineplus.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
brittle nails older adults causes treatment nutrition biotin evidence dermatology official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NIH biotin supplement lab test interference brittle nails evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |