Real ChatGPT answer · index seedwgaaM7WyxvocompleteBeauty and personal care · hair carecomparison

Are hair growth gummy vitamins with biotin better absorbed by the body than traditional hard pills or liquid drops

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are hair growth gummy vitamins with biotin better absorbed by the body than traditional hard pills or liquid drops
1 real search · 1 real-search pass
NIH Office Dietary Supplements biotin fact sheet absorption deficiency hair growth supplements gummies bioavailabilityGoogle ↗
OBSERVEDShort fact

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 fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / 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
NIH Office Dietary Supplements biotin fact sheet absorption deficiency hair growth supplements gummies bioavailability Google ↗
  1. Biotin · ods.od.nih.gov
  2. Biotin · ods.od.nih.gov
  3. Frequently Asked Questions (FAQ) · ods.od.nih.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NIH Office Dietary Supplements biotin fact sheet absorption deficiency hair growth supplements gummies bioavailability
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1