Are collagen peptides better than standalone biotin supplements for postpartum style postpartum hair loss or college stress shedding?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are collagen peptides better than standalone biotin supplements for postpartum style postpartum hair loss or college stress shedding?
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). 1 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
postpartum hair loss telogen effluvium biotin collagen evidence dermatology iron thyroid AAD Google ↗
biotin supplements hair loss evidence deficiency lab test interference FDA Google ↗
- Biotin · ods.od.nih.gov
- Biotin · ods.od.nih.gov
- Comparative evaluation between two nutritional supplements in the improvement of telogen effluvium · pubmed.ncbi.nlm.nih.gov
- Effluviums · americanhairloss.org
- Telogen Effluvium - StatPearls · ncbi.nlm.nih.gov
- Hair loss in new moms: Dermatologist tips · aad.org
- Do you have hair loss or hair shedding? · aad.org
- Postpartum Hair Loss · hopkinsmedicine.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
postpartum hair loss telogen effluvium biotin collagen evidence dermatology iron thyroid AAD OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
biotin supplements hair loss evidence deficiency lab test interference FDA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |