Real ChatGPT answer · index seedXBAWLc8g7uscompleteBeauty and personal care · hair carecommercial

Can you recommend the most effective hair growth vitamins currently on the market that actually have clinical backing for reducing postpartum shedding?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend the most effective hair growth vitamins currently on the market that actually have clinical backing for reducing postpartum shedding?
1 real search · 1 real-search pass
postpartum hair shedding telogen effluvium supplements clinical evidence biotin iron zinc vitamin D dermatology guidance 2025Google ↗
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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
postpartum hair shedding telogen effluvium supplements clinical evidence biotin iron zinc vitamin D dermatology guidance 2025 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
postpartum hair shedding telogen effluvium supplements clinical evidence biotin iron zinc vitamin D dermatology guidance 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1