Can you compare the ingredient lists of the top three best-selling biotin hair growth supplements to see which one delivers faster results for thinning edges?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the ingredient lists of the top three best-selling biotin hair growth supplements to see which one delivers faster results for thinning edges?
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 hair loss evidence deficiency traction alopecia edges dermatology high dose lab interference Google ↗
best-selling biotin hair growth supplements ingredients biotin dose Nutrafol Viviscal SugarBearHair 2026 Google ↗
- Nutrafol Women's Balance · nutrafol.com
- Nutrafol Women's Balance - Supplement Facts & Ingredients · vitasupptrack.com
- Hair Growth Supplements for Women · viviscal.com
- C&D Corporate · churchdwight.com
- WORLD’S FIRST PLANT-BASED HAIR VITAMIN GUMMY BEAR® · cdn.hellopharmacist.com
- Frequently Asked Questions (FAQ) · ods.od.nih.gov
- Biotin for Hair Loss: Teasing Out the Evidence · pmc.ncbi.nlm.nih.gov
- Hairstyles that pull can lead to hair loss · aad.org
- Traction Alopecia | Hair Disorders | JAMA Dermatology · jamanetwork.com
- Supplements and the skin · staging.aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
biotin supplements hair loss evidence deficiency traction alopecia edges dermatology high dose lab interference OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
best-selling biotin hair growth supplements ingredients biotin dose Nutrafol Viviscal SugarBearHair 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |