Can you list the top five dermatologist-recommended supplements for hair thinning that do not contain high doses of vitamin B6 or biotin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you list the top five dermatologist-recommended supplements for hair thinning that do not contain high doses of vitamin B6 or biotin?
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
dermatologist recommendations supplements hair loss iron vitamin D zinc evidence deficiency American Academy Dermatology biotin Google ↗
hair loss supplements evidence saw palmetto pumpkin seed oil marine protein dermatology review 2024 Google ↗
- Hair loss: Diagnosis and treatment · aad.org
- Evaluation of the Safety and Effectiveness of Nutritional Supplements for Treating Hair Loss: A Systematic Review | Complementary and Alternative Medicine | JAMA Dermatology · jamanetwork.com
- Guide to Best Vitamins and Minerals for Hair Growth · ishrs.org
- Effects of dietary supplements on androgenetic alopecia: a systematic review and network meta-analysis · pmc.ncbi.nlm.nih.gov
- Natural products for male androgenetic alopecia · pubmed.ncbi.nlm.nih.gov
- Hair loss: Tips for managing · aad.org
- 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 |
|---|---|---|---|---|---|---|---|
dermatologist recommendations supplements hair loss iron vitamin D zinc evidence deficiency American Academy Dermatology biotin OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
hair loss supplements evidence saw palmetto pumpkin seed oil marine protein dermatology review 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |