Overview
E-commerce return rate benchmark & root-cause reduction playbook. Pass ?category=apparel|footwear|consumer_electronics|home_kitchen|beauty (default apparel) & ?current_return_pct=22. Returns category P25, median, and P75 return rates, quartile standing, margin drag note, primary return drivers, and top PDP/packaging fixes.
Protocol
x402
Price
$0.01
Payment Asset
USD Coin
Payment Network
Base
Category
uncategorized
Provider
x402-niche-briefs
Indexed
2026-10-26 07:22:43
Health
Status
healthy
Latency (p50)
355ms
Uptime (30d)
100.0%
Reliability Score
90/100
Last Checked
2026-10-27 22:25:14
Last Healthy
2026-10-27 22:25:14
Consecutive Failures
0
Input Schema
{
"method": "GET",
"queryParams": {
"category": "apparel",
"current_return_pct": "22"
},
"type": "http"
}
Output Schema
{
"example": {
"as_of": "2026-10-25",
"category_benchmarks_pct": {
"median_return_pct": 21,
"p25_best_in_class_pct": 14,
"p75_high_risk_pct": 28
},
"comparison": {
"delta_vs_median_pct_points": 1,
"est_margin_drag_note": "At 22% returns, roughly 1 in 5 gross orders incurs outbound + return label + restocking/write-off cost.",
"standing": "worse_than_median"
},
"inputs": {
"category": "apparel",
"current_return_pct": 22
},
"primary_return_reasons": [
"Fit too small / too large (bracketing)",
"Fabric drape/sheerness different than studio photo"
],
"top_reduction_tactics": [
"Add garment-flat measurements (chest, waist, inseam in inches/cm) alongside body-size charts",
"Show model height, weight, and size worn on every colorway photo"
]
},
"type": "json"
}