How We Research Products

Snooze Geek does not run a sleep lab, and we do not claim to have slept on every mattress or worn every tracker we write about. Here is what we actually do for each recommendation.

• Specs checked against the live listing. Materials, dimensions, battery ratings, firmness scales and prices come from the manufacturer and the current Amazon or brand listing.
• Owner reviews read at scale. We look for patterns across hundreds or thousands of reviews: what breaks, what sleeps hot, what people return and why.
• Published research and independent testing. For sleep trackers and supplements we lean on validation studies and independent lab work where they exist, and we say when they do not.
• Trial, warranty and return terms. A long trial matters more than a marketing claim, so we factor it in.

If we ever have a product in hand, the review will say so plainly. As an Amazon Associate we earn from qualifying purchases, and that never changes which products we recommend.