can someone recommend the most effective hair growth vitamins you can buy over the counter that dermatologists actually suggest for thinning hair
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
can someone recommend the most effective hair growth vitamins you can buy over the counter that dermatologists actually suggest for thinning hair
1 real search · 1 real-search pass
American Academy of Dermatology hair loss vitamins supplements biotin iron vitamin D dermatologist recommendationsGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
American Academy of Dermatology hair loss vitamins supplements biotin iron vitamin D dermatologist recommendations Google ↗
- Hair loss: Diagnosis and treatment · aad.org
- Hair loss: Tips for managing · aad.org
- Guide to Best Vitamins and Minerals for Hair Growth · ishrs.org
- Supplements and the skin · staging.aad.org
- Thinning hair and hair loss: Could it be female pattern hair loss? · aad.org