Real ChatGPT answer · index seedtEcerYi5rpccompleteHealth and wellness · supplements and vitaminscommercial
Is Country Life biotin for nails actually effective or is it just another hype supplement for college girls
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Country Life biotin for nails actually effective or is it just another hype supplement for college girls
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
Country Life biotin supplement ingredients dosage official product Google ↗
biotin supplements brittle nails evidence randomized trial NIH fact sheet biotin lab test interference Google ↗
- Biotin 1000 mcg: Hair, Skin, and Nail Health Supplement · countrylifevitamins.com
- Biotin 10mg - Hair, Skin & Nail Support · countrylifevitamins.com
- Biotin · ods.od.nih.gov
- Biotin Interference with Troponin Lab Tests - Assays Subject to Biotin Interference · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Country Life biotin supplement ingredients dosage official product OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
biotin supplements brittle nails evidence randomized trial NIH fact sheet biotin lab test interference OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |