Returns Intelligence

Understand why returns happen and where to intervene

Total Orders

460

Delivered

380

Returned

111

+4.8 ppvs prev period
Return Rate

22.0%

+4.8 ppvs prev period
Return Value

Rs. 221,500

Lost Revenue

Rs. 198,200

Net Revenue

Rs. 698,500

Return Rate Spike Detected

Return rate increased from 18.4% to 22.0% over the last 2 weeks. This is above the critical 22% threshold.

22.0% return rate (+4.8pp)

Karachi Has Significantly Higher Return Rate

Karachi return rate is 32.1% compared to the national average of 22.0%. This accounts for 37.8% of all returns.

32.1% in Karachi vs 22.0% average

Leopards Courier Has Higher Return Rate

Leopards has a 29.5% return rate compared to TCS at 17.8%. Consider reviewing Leopards delivery performance.

29.5% Leopards vs 17.8% TCS

Return Rate Over Time

Weekly return rate trend

Returns by City

Return rate comparison across cities

Returns by Courier

Courier performance comparison

Returns by Payment Method

COD vs Online payment returns

Returns by Reason

Normalized return reasons

Returns by Order Value

How order value correlates with returns