Real ChatGPT answer · index seedsY8muYxKKAYcompleteBeauty and personal care · hair carecomparison

Can you tell me if Collagen peptides do anything for thinning hair compared to taking a dedicated hair growth vitamin

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you tell me if Collagen peptides do anything for thinning hair compared to taking a dedicated hair growth vitamin
2 real searches · 1 real-search pass
collagen peptides hair growth clinical evidence systematic review hair loss supplementsGoogle ↗
OBSERVEDReason
American Academy of Dermatology hair loss vitamins supplements biotin iron vitamin D deficiencyGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
collagen peptides hair growth clinical evidence systematic review hair loss supplements Google ↗
American Academy of Dermatology hair loss vitamins supplements biotin iron vitamin D deficiency Google ↗
  1. Hair loss: Diagnosis and treatment · aad.org
  2. Hair loss: Tips for managing · aad.org
  3. Biotin · ods.od.nih.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
collagen peptides hair growth clinical evidence systematic review hair loss supplements
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
American Academy of Dermatology hair loss vitamins supplements biotin iron vitamin D deficiency
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1