Real ChatGPT answer · index seedKVpXbmFWttgcompleteHealth and wellness · supplements and vitaminscommercial
Can biotin cause breakouts because I want to try Country Life biotin for my brittle nails today but I cannot afford to get cystic acne
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can biotin cause breakouts because I want to try Country Life biotin for my brittle nails today but I cannot afford to get cystic acne
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
biotin supplements acne evidence clinical study dermatology high dose biotin pantothenic acid interaction Google ↗
Country Life biotin supplement dosage ingredients official Google ↗
- Biotin :: Directions for Me · directionsforme.org
- Biotin :: Directions for Me · directionsforme.org
- High Potency Biotin 10 mg (Label) | Dietary Supplement Label Database (DSLD) · dsld.od.nih.gov
- Biotin · ods.od.nih.gov
- Dietary supplements in dermatology: A review of the evidence for zinc, biotin, vitamin D, nicotinamide, and Polypodium · pubmed.ncbi.nlm.nih.gov
- Should I take vitamins or supplements for my skin? · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
biotin supplements acne evidence clinical study dermatology high dose biotin pantothenic acid interaction OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Country Life biotin supplement dosage ingredients official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |