Real ChatGPT answer · index seed1vg7xl0ijEAcompleteBeauty and personal care · hair careinformational
Are generic store-brand hair growth vitamins just as effective as expensive name brands or am I wasting money on marketing?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are generic store-brand hair growth vitamins just as effective as expensive name brands or am I wasting money on marketing?
3 real searches · 1 real-search pass
evidence hair growth supplements biotin deficiency iron vitamin D American Academy Dermatology supplements hair lossGoogle ↗
OBSERVEDReason
NIH Office Dietary Supplements biotin fact sheet lab test interference hair growth supplementsGoogle ↗
OBSERVEDReason
FDA dietary supplements quality third party testing USP NSF consumer adviceGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
evidence hair growth supplements biotin deficiency iron vitamin D American Academy Dermatology supplements hair loss Google ↗
NIH Office Dietary Supplements biotin fact sheet lab test interference hair growth supplements Google ↗
FDA dietary supplements quality third party testing USP NSF consumer advice Google ↗
- Hair loss: Diagnosis and treatment · aad.org
- Hair loss: Tips for managing · aad.org
- Should I take vitamins or supplements for my skin? · aad.org
- Biotin · ods.od.nih.gov
- Biotin Interference with Troponin Lab Tests - Assays Subject to Biotin Interference · fda.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence hair growth supplements biotin deficiency iron vitamin D American Academy Dermatology supplements hair loss OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NIH Office Dietary Supplements biotin fact sheet lab test interference hair growth supplements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA dietary supplements quality third party testing USP NSF consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |