Real ChatGPT answer · index seedZxKxojuK0z0completeHealth and wellness · supplements and vitaminsinformational
Will taking cheap biotin actually prevent hair loss or am I just wasting my hard earned money on drugstore supplements that do not work?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Will taking cheap biotin actually prevent hair loss or am I just wasting my hard earned money on drugstore supplements that do not work?
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
NIH Office of Dietary Supplements biotin fact sheet hair loss evidence lab tests interference Google ↗
American Academy of Dermatology hair loss vitamins biotin deficiency supplements evidence Google ↗
- Hair loss: Diagnosis and treatment · aad.org
- Hair loss: Tips for managing · aad.org
- 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 |
|---|---|---|---|---|---|---|---|
NIH Office of Dietary Supplements biotin fact sheet hair loss evidence lab tests interference OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
American Academy of Dermatology hair loss vitamins biotin deficiency supplements evidence OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |