Real ChatGPT answer · index seedygTxvg7YeSocompleteBeauty and personal care · hair carecomparison

Are Viviscal hair growth supplements safer than the standard biotin pills regarding heart palpitations for a seventy year old retiree?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Viviscal hair growth supplements safer than the standard biotin pills regarding heart palpitations for a seventy year old retiree?
3 real searches · 1 real-search pass
Viviscal official ingredients warnings marine complex biotin supplement palpitations safetyGoogle ↗
OBSERVEDOther / navigational
NIH Office Dietary Supplements biotin fact sheet laboratory interference cardiac troponinGoogle ↗
OBSERVEDReason
FDA biotin interference troponin heart attack tests supplement safetyGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

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
Viviscal official ingredients warnings marine complex biotin supplement palpitations safety Google ↗
NIH Office Dietary Supplements biotin fact sheet laboratory interference cardiac troponin Google ↗
FDA biotin interference troponin heart attack tests supplement safety Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Viviscal official ingredients warnings marine complex biotin supplement palpitations safety
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
NIH Office Dietary Supplements biotin fact sheet laboratory interference cardiac troponin
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FDA biotin interference troponin heart attack tests supplement safety
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1