We analyze thousands of real reviews from multiple e-commerce sites to create comprehensive comfort profiles for every shoe. Our AI extracts comfort-related mentions and aggregates them into scores you can trust.
What We Measure
Arch Support
How well the shoe supports the natural arch of the foot, including plantar support and relief for flat feet or arch pain.
Wide Fit
How well the shoe accommodates wider feet, including toe room, width comfort, and suitability for bunions.
Blisters
Risk of causing blisters or rubbing, including break-in period, heel slip, hot spots, and overall friction.
Breathability
How well the shoe ventilates, including airflow, mesh materials, moisture wicking, and prevention of sweaty feet.
Plantar Cushioning
Cushioning under the sole of the foot, including padding, shock absorption, and whether it feels soft or hard underfoot.
Ankle Support
Support around the ankle area, including stability, lateral support, and prevention of ankle roll.
Toe Constraints
Comfort in the toe box area, including whether toes feel pinched or have adequate room to spread naturally.
Understanding Grades
9.5+
9.0-9.4
8.5-8.9
8.0-8.4
7.5-7.9
7.0-7.4
6.5-6.9
6.0-6.4
<6.0
Grades are assigned based on overall comfort score, calculated from aggregated review mentions weighted by intensity and confidence.