Real ChatGPT answer · index seedc9BTyAkhoxIcompleteHealth and wellness · supplements and vitaminscomparison

My fatigue has gotten worse this year so should I spend my money on NAD precursors or standard B vitamins for better daily energy

ChatGPTgpt-62 queries10/31/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
My fatigue has gotten worse this year so should I spend my money on NAD precursors or standard B vitamins for better daily energy
2 real searches · 1 real-search pass
NAD precursor nicotinamide riboside NMN randomized trials fatigue energy benefits evidence review 2025Google ↗
OBSERVEDReason
NIH vitamin B12 deficiency fatigue diagnosis blood test fatigue evaluation adults persistent worsening fatigueGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
NAD precursor nicotinamide riboside NMN randomized trials fatigue energy benefits evidence review 2025 Google ↗
NIH vitamin B12 deficiency fatigue diagnosis blood test fatigue evaluation adults persistent worsening fatigue Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NAD precursor nicotinamide riboside NMN randomized trials fatigue energy benefits evidence review 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NIH vitamin B12 deficiency fatigue diagnosis blood test fatigue evaluation adults persistent worsening fatigue
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1