Real ChatGPT answer · index seedxgbiUvUvb1UcompleteHealth and wellness · supplements and vitaminscommercial
Does Country Life biotin for nails really work for someone who is always typing and dealing with brittle hands from stress?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does Country Life biotin for nails really work for someone who is always typing and dealing with brittle hands from stress?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Country Life biotin supplement dosage ingredients official product biotin nails brittle nail evidence Google ↗
biotin brittle nails evidence randomized trial NIH fact sheet lab test interference Google ↗
- Biotin · ods.od.nih.gov
- Biotin · ods.od.nih.gov
- Biotin · ods.od.nih.gov
- 11 dermatologists' tips for healthy nails · aad.org
- Fingernails: Do's and don'ts for healthy nails · mayoclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Country Life biotin supplement dosage ingredients official product biotin nails brittle nail evidence OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
biotin brittle nails evidence randomized trial NIH fact sheet lab test interference OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |