How we compare and score products

Every product gets a value score from the same published method used on the Arabic site. Commission is never an input.

What goes into the score

• Recorded price, judged within the product's own price class so budget and premium models are not mixed.
• Amazon rating, weighted by how many reviews it rests on.
• Category-specific specs (for example battery and storage for phones, suction and navigation for robot vacuums).

Missing data

Missing specs never count as a weakness. When fewer than half of the scored specs are known, the score is pulled towards neutral.

The full weights per category are published on the Arabic methodology page.