Research Methodology
How RefreshBuy analyzes products
RefreshBuy combines marketplace signals, review patterns, category context, and value checks to help shoppers compare products before they leave for Amazon Canada or Amazon US.
Review Signals
We look at rating strength, review volume, recurring praise, and repeated complaints. A high star rating matters more when it is supported by enough buyer feedback.
Purchase Momentum
Recent purchase activity, bestseller badges, and category movement help us understand whether a product is actively being chosen by shoppers right now.
Value Check
We compare visible price, discount level, rating confidence, and buyer intent so that a cheap item is not treated as a good value unless the signals support it.
Category Context
A product is reviewed against the expectations of its category. A good kitchen tool, toy, supplement, or electronic accessory should be judged by different practical needs.
What our scores mean
The RefreshBuy score is an editorial analysis score, not a manufacturer claim and not an Amazon rating. It is designed to summarize how a product looks after combining performance, quality, value, and ease-of-use signals.
How well the item appears to solve the intended problem.
Signals related to materials, reliability, and complaints.
Whether price and discount are justified by buyer signals.
How simple the product appears to use or set up.
Important limitations
RefreshBuy is not Amazon and does not sell or ship products. Prices, availability, reviews, and badges can change after our pages are updated. Our 2026 analysis is meant to support comparison, not replace your final judgment before purchase.
We may earn from qualifying purchases through affiliate links. This does not change the price you pay, and our goal is to make the review page useful even before a shopper clicks an Amazon link.