Courier Partner Scorecard — What Indian Sellers Should Track

RTO Rates, NDR Handling, Delivery Speed & More

Shipping is not just logistics. It directly affects profitability, cash flow, customer trust, and repeat purchases.

For Indian ecommerce sellers, courier performance can make or break margins — especially with high RTO (Return to Origin) rates and delayed deliveries.

Instead of guessing, smart sellers build a Courier Partner Scorecard and track performance weekly.

Here’s how to do it.

Why You Need a Courier Scorecard

Many sellers choose couriers based only on:

• Cheapest rate

• Coverage

• Pickup availability

But they ignore:

• RTO losses

• Fake delivery attempts

• Poor NDR handling

• Slow COD remittance

A scorecard turns courier selection into a data-driven decision.

Core Metrics Every Indian Seller Must Track

1. RTO Rate (Return to Origin)

Formula:
RTO % = (RTO Orders ÷ Total Shipped Orders) × 100

Why it matters:

• High RTO = direct product loss + shipping loss

• A 5% increase in RTO can destroy profit margins

Good benchmark:

• < 20% for COD-heavy businesses

• < 10% for prepaid-focused stores

Track by:

• Courier

• State

COD vs Prepaid

2. NDR Handling Efficiency

• NDR = Non-Delivery Report

  Common reasons:

  • Customer not available

  • Wrong address

  • Refused delivery

  What to track:

  • % of NDR cases resolved successfully

  • Average time to reattempt delivery

  • % cases marked “customer not available”

  Poor NDR handling = avoidable RTOs.

  3. Delivery Speed (TAT)

  TAT = Turnaround Time

  Measure:

  • Average delivery days (zone-wise)

  • Metro vs Tier 2 vs Tier 3 performance

  Fast delivery:

  • Reduces cancellation

  • Improves customer trust

  • Increases repeat orders

  Benchmark:

• Metro: 2–4 days

Tier 2/3: 4–7 days

4. Fake Delivery Attempts %

• Some couriers mark:
  “Customer not reachable”
  without actually attempting delivery.

  Track:

• Customer complaints

• Repeat NDR patterns

Delivery attempt proof availability

5. COD Remittance Speed

• Measure:

  • Days taken to settle COD payments

  • Accuracy of remittance reports

  Cash flow is king in Indian ecommerce.

  Benchmark:

2–7 days preferred

6. Damage & Lost Shipment Rate

• Track:

  • % damaged parcels

  • % lost shipments

  • Claim approval rate

  Even 1% damage rate can hurt brand trust.

  Weekly vs Monthly Tracking Structure

  Weekly Dashboard (Operational)

  • RTO %

  • NDR success rate

  • Average delivery days

  • Complaint count

  Monthly Dashboard (Strategic)

• Profit lost due to RTO

• Courier comparison score

• State-wise RTO trends

COD vs Prepaid performance

Sample Courier Scorecard Table

Metric	Courier A	Courier B	Courier C
RTO %	18%	24%	14%
Avg Delivery	3.5 days	5 days	4 days
NDR Success	62%	48%	71%
COD Remit	4 days	8 days	5 days

How This Impacts Profitability

Let’s say:

• AOV = ₹1,200

• RTO shipping loss = ₹180

• Packaging = ₹40

One RTO = ₹220 loss minimum

If you ship 1,000 COD orders/month
and 25% become RTO

That’s massive cash leakage.

Reducing RTO from 25% → 18%

can increase profit dramatically without increasing ads.

Pro Tips for Indian Sellers

1. Offer prepaid discounts to reduce COD dependency
2. Call customers before dispatch for high-value orders
3. Use 2–3 courier partners (don’t depend on one)
4. Block high-RTO pincodes
5. Track regional performance (North vs South India patterns differ)

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