Real ChatGPT answer · index seedMuL4lXDEfO4completeHealth and wellness · supplements and vitaminscomparison

Need a cheap biotin supplement for hair loss that does not cause cystic acne so between Sports Research and Natrol which one is more cost effective

ChatGPTgpt-61 query10/30/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Need a cheap biotin supplement for hair loss that does not cause cystic acne so between Sports Research and Natrol which one is more cost effective
1 real search · 1 real-search pass
Sports Research Biotin vs Natrol Biotin price servings ingredients cost per serving acne biotin evidenceGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Sports Research Biotin vs Natrol Biotin price servings ingredients cost per serving acne biotin evidence Google ↗
  1. Sports Research Biotin · priceplow.com
  2. Natrol Biotin | 200 Tablets · vitacost.com
  3. Biotin · ods.od.nih.gov
  4. Biotin · ods.od.nih.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sports Research Biotin vs Natrol Biotin price servings ingredients cost per serving acne biotin evidence
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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