Real ChatGPT answer · index seedGAsGv4no7pQcompleteHealth and wellness · supplements and vitaminscommercial
Does taking biotin actually stop hair loss caused by stress and late-night studying, and what brands do dermatologists recommend for college students?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does taking biotin actually stop hair loss caused by stress and late-night studying, and what brands do dermatologists recommend for college students?
3 real searches · 1 real-search pass
American Academy of Dermatology hair loss stress telogen effluvium biotin supplements dermatologist adviceGoogle ↗
OBSERVED
NIH biotin fact sheet laboratory test interference hair loss evidenceGoogle ↗
OBSERVED
dermatologist recommended biotin supplements brands evidence college students hair lossGoogle ↗
OBSERVED
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
American Academy of Dermatology hair loss stress telogen effluvium biotin supplements dermatologist advice Google ↗
NIH biotin fact sheet laboratory test interference hair loss evidence Google ↗
dermatologist recommended biotin supplements brands evidence college students hair loss Google ↗
- Hair loss: Tips for managing · aad.org
- Hair loss: Diagnosis and treatment · aad.org
- Do you have hair loss or hair shedding? · aad.org
- Biotin for Hair Loss: Teasing Out the Evidence · pubmed.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology hair loss stress telogen effluvium biotin supplements dermatologist advice OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NIH biotin fact sheet laboratory test interference hair loss evidence OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
dermatologist recommended biotin supplements brands evidence college students hair loss OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |