Our Research Analysts
Named analysts, real expertise, and transparent research processes. Every product review on Motion Labs is attributed to a person who stands behind it.
James Kowalski
HVAC & Air Quality Research Analyst · 47 reviews · 8yr experience
Specializes in air purifiers, humidifiers, and HVAC systems. Synthesizes owner data from 120K+ verified reviews to surface real-world performance gaps vs. manufacturer claims.
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Sarah Chen
Consumer Appliance Research Analyst · 38 reviews · 6yr experience
Specializes in robot vacuums, cordless vacuums, and floor care systems. Tracks long-term owner satisfaction to identify where marketing claims diverge from real use.
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Marcus Reid
Kitchen Equipment Research Specialist · 29 reviews · 5yr experience
Specializes in air fryers, countertop ovens, and kitchen appliances. Identifies specification inflation in cooking capacity claims with longitudinal durability tracking.
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