Interpreting Metrics

Overview of Calculated Metrics

The RTO Profit Simulator calculates seven key metrics based on your inputs. Each metric provides critical insights into your business performance and RTO impact. This guide explains each metric in detail based on the calculation logic in src/utils/calculations.js.

All metrics are calculated for monthly view by default. Toggle to Annual Projection to see metrics multiplied by 12 for yearly planning.

Input Parameters

Before diving into calculated metrics, let’s understand the input parameters that drive all calculations:

Core Business Inputs

Monthly Orders

What it is: Total number of orders you process per month across all payment methods.Default: 10,000 ordersHow to determine yours:

Check your e-commerce dashboard
Use average from last 3 months for consistency
Exclude cancelled orders (only count dispatched orders)

For seasonal businesses, use peak season and off-season averages separately to understand variation.

Average Order Value (AOV)

What it is: The average value of each order placed.Default: ₹1,500Calculation: Total Revenue / Total OrdersHow to determine yours:

AOV = Total Monthly Revenue / Total Monthly Orders

Example: If you made ₹50,00,000 from 5,000 orders:

AOV = ₹50,00,000 / 5,000 = ₹1,000

COD Percentage

What it is: Percentage of total orders placed with Cash on Delivery payment method.Default: 60%How to determine yours:

COD % = (COD Orders / Total Orders) × 100

Industry benchmarks:

Tier 1 cities: 30-50% COD
Tier 2/3 cities: 60-80% COD
Rural areas: 80-90% COD

RTO Percentage

What it is: Percentage of COD orders that result in Return to Origin (not delivered).Default: 30%How to determine yours:

RTO % = (RTO Orders / Total COD Orders) × 100

Get this data from:

Shipping partner dashboard
Logistics reports (look for “RTO”, “Failed Delivery”, or “Returned” status)
Your order management system

This is RTO as % of COD orders, not % of total orders. If you have 1,000 COD orders and 250 RTOs, your RTO % is 25%, not 2.5%.

Forward Shipping Cost

What it is: Cost to ship each order from your warehouse to the customer.Default: ₹60 per orderHow to determine yours:

Check your logistics partner rate card
Use average if you have zone-based pricing
Include pickup charges if applicable

If your shipping cost varies significantly by zone:

Local: ₹40
Regional: ₹60
National: ₹80

Use a weighted average based on your typical order distribution.

Return Shipping Cost

What it is: Cost charged by logistics partner to return the product from delivery location back to your warehouse.Default: ₹60 per RTOHow to determine yours:

Check your logistics contract for RTO charges
Often equal to or slightly less than forward shipping
Some partners charge flat RTO rates

Many logistics partners charge higher RTO rates as a penalty/deterrent. Negotiate this rate down as part of your logistics contract.

Product Cost per Order

What it is: The cost of the product being sold (COGS - Cost of Goods Sold).Default: ₹500 per orderHow to determine yours:

For single-product businesses: Your product manufacturing/purchase cost
For multi-product: Average product cost across your catalog
Include: Raw materials, manufacturing, packaging

Interpretation for RTO:In RTO context, this represents the opportunity cost or actual cost:

Product blocked in logistics cycle (couldn’t sell to others)
Potential damage during forward + return journey
Repackaging costs to make resaleable
For perishables/fashion: May become unsellable (100% loss)

For high-value products (electronics, jewelry), this is your largest RTO cost component. For low-value products (apparel, accessories), shipping costs dominate.

Calculated Metrics Explained

1. Total Revenue

Formula (from src/utils/calculations.js:12):

Total Revenue = Monthly Orders × Average Order Value

Default Example:

Total Revenue = 10,000 × ₹1,500 = ₹1,50,00,000/month
Annual: ₹18,00,00,000

What it tells you:

This is your gross revenue if all orders were successfully delivered
Represents the maximum possible revenue
Does NOT account for RTO losses or costs

Business insight:

This is an aspirational number. Your actual realized revenue will be lower due to RTOs. The gap between Total Revenue and Realized Revenue shows the direct revenue loss from failed deliveries.

Displayed in: Financial Impact Overview (first metric card)

2. COD Orders

Formula (from src/utils/calculations.js:14):

COD Orders = Round(Monthly Orders × (COD Percentage / 100))

Default Example:

COD Orders = 10,000 × (60 / 100) = 6,000 orders/month
Annual: 72,000 orders

What it tells you:

Absolute number of orders placed with COD payment method
This is your high-risk order pool (where RTO can occur)
Prepaid orders = Total Orders - COD Orders

Business insight:

The higher your COD order count, the higher your exposure to RTO risk. This metric helps you understand the scale of orders that need monitoring, verification, and RTO prevention efforts.

Displayed in: Financial Impact Overview (second metric card)

3. RTO Orders

Formula (from src/utils/calculations.js:17):

RTO Orders = Round(COD Orders × (RTO Percentage / 100))

Default Example:

RTO Orders = 6,000 × (30 / 100) = 1,800 orders/month
Annual: 21,600 orders

What it tells you:

Absolute number of orders that failed delivery and returned
Each of these orders costs you money in three ways (forward + return shipping + product cost)
Successfully delivered COD orders = COD Orders - RTO Orders = 4,200

Business insight:

1,800 RTO orders/month means:

1,800 customer relationships failed
1,800 products went on a useless journey
1,800 opportunities to improve your process

This number should be your primary KPI for logistics and customer verification teams.

Displayed in: Financial Impact Overview (third metric card, highlighted in red)

4. Total RTO Loss

Formula (from src/utils/calculations.js:20-24):

RTO Loss per Order = Forward Shipping + Return Shipping + Product Cost
Total RTO Loss = RTO Orders × RTO Loss per Order

Default Example:

RTO Loss per Order = ₹60 + ₹60 + ₹500 = ₹620
Total RTO Loss = 1,800 × ₹620 = ₹11,16,000/month
Annual: ₹1,33,92,000

What it tells you:

Direct monetary loss due to RTO
This money is completely unrecoverable (pure loss)
Does not include indirect costs (customer service, warehouse operations, etc.)

Cost breakdown:

Cost Component	Per RTO Order	Monthly (1,800 RTOs)	Annual
Forward Shipping	₹60	₹1,08,000	₹12,96,000
Return Shipping	₹60	₹1,08,000	₹12,96,000
Product Cost	₹500	₹9,00,000	₹1,08,00,000
TOTAL	₹620	₹11,16,000	₹1,33,92,000

Business insight:

Critical: This is pure cash burn. Unlike marketing spend (which brings customers) or inventory investment (which can be sold), RTO loss generates zero value. Reducing this number should be a top priority.

Displayed in: Financial Impact Overview (fourth metric card, highlighted in red)

5. Realized Revenue (Net Realized Revenue)

Formula (from src/utils/calculations.js:26-27):

Prepaid Orders = Total Orders - COD Orders
Delivered COD Orders = COD Orders - RTO Orders
Realized Revenue = (Prepaid Orders + Delivered COD Orders) × AOV

Default Example:

Prepaid Orders = 10,000 - 6,000 = 4,000
Delivered COD Orders = 6,000 - 1,800 = 4,200
Total Delivered = 4,000 + 4,200 = 8,200 orders

Realized Revenue = 8,200 × ₹1,500 = ₹1,23,00,000/month
Annual: ₹14,76,00,000

What it tells you:

Actual revenue from successfully delivered orders
Money you actually received (prepaid) or will receive (delivered COD)
This is not profit - costs still need to be deducted

Comparison with Total Revenue:

Total Revenue: ₹1,50,00,000 (what you could have made)
Realized Revenue: ₹1,23,00,000 (what you actually made)
Revenue Loss: ₹27,00,000 (18% revenue lost to RTO)

Business insight:

Realized Revenue is your real top-line. The gap between Total Revenue and Realized Revenue shows the opportunity cost of RTO - revenue you should have earned but didn’t due to failed deliveries.In this example, 18% of potential revenue is lost to RTO.

Displayed in: Financial Impact Overview (fifth metric card)

6. Net Profit After RTO

Formula (from src/utils/calculations.js:29-35):

Net Profit After RTO = Realized Revenue - Total RTO Loss

Default Example:

Net Profit After RTO = ₹1,23,00,000 - ₹11,16,000 = ₹11,84,000/month
Annual: ₹14,20,80,000

What it tells you:

Net revenue after accounting for RTO losses
This is not true “profit” in accounting terms (doesn’t deduct all operational costs)
Better termed as “Revenue minus RTO Impact”

Important clarification:

This metric shows the financial impact of RTO specifically. It does NOT include:

Product costs for delivered orders
Forward shipping for delivered orders
Other operational costs (rent, salaries, marketing, etc.)

Think of it as: How much revenue do you have left after RTO costs to cover your other business expenses?

Business insight:

Use this metric to understand RTO’s impact on your business health:

If declining month-over-month: RTO is getting worse
Compare with previous months to track improvement
Set targets: “Increase Net Profit After RTO by 15% through RTO reduction”

Displayed in: Financial Impact Overview (sixth metric card, highlighted in blue)

7. Break-Even RTO Percentage

Formula (from src/utils/calculations.js:38-44):

Profit per Successful Order = AOV - Product Cost - Forward Shipping
Loss per RTO Order = Product Cost + Forward Shipping + Return Shipping

Break-Even RTO % = (Profit per Successful Order / 
                    (Profit per Successful Order + Loss per RTO Order)) × 100

Default Example:

Profit per Successful Order = ₹1,500 - ₹500 - ₹60 = ₹940
Loss per RTO Order = ₹500 + ₹60 + ₹60 = ₹620

Break-Even RTO % = (₹940 / (₹940 + ₹620)) × 100
                 = (₹940 / ₹1,560) × 100
                 = 60.3%

What it tells you:

The maximum sustainable RTO rate before you start losing money
At this RTO percentage, profit from successful orders exactly equals loss from RTO orders
Above this percentage: Net loss (unsustainable business)
Below this percentage: Net profit (sustainable business)

Visual indicator in app: The simulator displays this prominently with a circular progress indicator:

Green zone (Current RTO < Break-Even): “Within safe profitability range”
Red zone (Current RTO > Break-Even): “Current RTO exceeds sustainable threshold”

Business insight:

Critical Decision Tool:

Your Situation	Action Required
RTO < Break-Even by 20%+	Healthy - Focus on growth
RTO < Break-Even by 10-20%	Monitor - Room for improvement
RTO < Break-Even by 0-10%	Caution - Small buffer, optimize urgently
RTO > Break-Even	CRITICAL - Losing money on every marginal order

Example scenarios with same defaults:

Scenario	Current RTO	Break-Even RTO	Status	Interpretation
Healthy	20%	60.3%	✅ Green	40.3% safety buffer
Risky	50%	60.3%	⚠️ Yellow	Only 10.3% buffer
Default	30%	60.3%	✅ Green	30.3% buffer
Critical	65%	60.3%	🚨 Red	Operating at loss

How it changes with different parameters:

Higher Product Cost → Lower Break-Even RTO

If product cost increases to ₹800:

Profit per Order = ₹1,500 - ₹800 - ₹60 = ₹640
Loss per RTO = ₹800 + ₹60 + ₹60 = ₹920
Break-Even = ₹640 / (₹640 + ₹920) × 100 = 41%

Result: Break-even drops from 60.3% to 41% - less tolerance for RTO.

Higher AOV → Higher Break-Even RTO

If AOV increases to ₹2,500:

Profit per Order = ₹2,500 - ₹500 - ₹60 = ₹1,940
Loss per RTO = ₹500 + ₹60 + ₹60 = ₹620
Break-Even = ₹1,940 / (₹1,940 + ₹620) × 100 = 75.8%

Result: Break-even increases to 75.8% - can absorb higher RTO due to better margins.

Lower Shipping Costs → Higher Break-Even RTO

If shipping costs drop to ₹40 each:

Profit per Order = ₹1,500 - ₹500 - ₹40 = ₹960
Loss per RTO = ₹500 + ₹40 + ₹40 = ₹580
Break-Even = ₹960 / (₹960 + ₹580) × 100 = 62.3%

Result: Break-even increases slightly to 62.3% - shipping optimization helps RTO tolerance.

Displayed in: Prominent Break-Even card below the main metrics grid

How Metrics Relate to Each Other

The RTO Impact Chain

Key Metric Relationships

Revenue Gap = Total Revenue - Realized Revenue

₹1,50,00,000 - ₹1,23,00,000 = ₹27,00,000/month

This ₹27L is the opportunity cost of RTO - revenue you should have earned from those 1,800 failed deliveries.

RTO Loss % of Total Revenue

(Total RTO Loss / Total Revenue) × 100
(₹11,16,000 / ₹1,50,00,000) × 100 = 7.44%

In this example, 7.44% of total revenue is lost to RTO costs.

Effective RTO % (of all orders)

(RTO Orders / Total Orders) × 100
(1,800 / 10,000) × 100 = 18%

While RTO is 30% of COD orders, it’s 18% of total orders (because only 60% are COD).

Delivery Success Rate

(Realized Orders / Total Orders) × 100
(8,200 / 10,000) × 100 = 82%

Your overall delivery success rate is 82%.

Using Metrics for Business Decisions

Decision 1: Should I Invest in RTO Reduction?

Check your Total RTO Loss

Monthly: ₹11,16,000
Annual: ₹1,33,92,000

Use the Simulation Section

Model a 10% RTO reduction (from 30% to 20%):

Potential monthly savings: ₹3,72,000
Annual savings: ₹44,64,000

Calculate ROI

If an OTP verification system costs ₹2,00,000/year:

Annual Savings: ₹44,64,000
System Cost: ₹2,00,000
Net Benefit: ₹42,64,000
ROI: 2,132%

Clear YES - invest immediately!

Decision 2: Should I Reduce COD Percentage?

Check current COD Orders

6,000 COD orders out of 10,000 total (60%)

Use Prepaid Comparison Section

Model reducing COD to 50%:

New COD orders: 5,000
RTO orders: 1,500 (down from 1,800)
RTO savings: ₹1,86,000/month

Consider tradeoffs

Benefit: ₹1,86,000/month savings from lower RTO
Risk: May lose customers who can only pay CODDecision: If 5% prepaid discount can convert 1,000 COD customers, cost is:

5% of ₹1,500 × 1,000 orders = ₹75,000
Net gain: ₹1,86,000 - ₹75,000 = ₹1,11,000/month

YES - offer prepaid discounts!

Decision 3: Am I at Risk?

Current RTO (30%) is below Break-Even RTO (60.3%) ✅

RTO Loss is 7.44% of revenue (acceptable) ✅

Net Profit After RTO is positive (₹11.84L/month) ✅

Verdict: Business is profitable but has significant optimization opportunity. Prioritize RTO reduction to improve margins.

AI-Powered Insights Explained

The simulator includes an AI Insights section that automatically analyzes your metrics and provides recommendations. Here’s how it works (based on src/components/AIInsights.jsx):

Insight 1: RTO Rate Assessment

Critical RTO Alert (RTO > 25%)

Trigger: Your RTO percentage exceeds 25%Message:

Your RTO rate is 30%, which is dangerously high. It is significantly eating into your margins, costing you ₹11,16,000 monthly.

Action: Immediate intervention required - implement verification systems.

Healthy RTO Rate (RTO ≤ 15%)

Trigger: Your RTO percentage is 15% or belowMessage:

Your RTO rate of 12% is well within the healthy industry benchmark (< 20%). Keep it up!

Action: Maintain current processes, focus on scaling.

Insight 2: Unprofitable Operation Alert

Above Break-Even Warning

Trigger: Current RTO > Break-Even RTOMessage:

Your current RTO (35%) exceeds your break-even RTO (30.5%). Every RTO order is causing a net loss per processed order. Immediate intervention required.

Action: CRITICAL - Your business model is unsustainable at current RTO levels.

Insight 3: Partial COD Suggestion

High COD + High RTO Combination

Trigger: COD > 40% AND RTO > 15%Message:

Since 60% of your orders are COD, consider charging a small non-refundable advance (Partial COD) for high-risk pin codes. Also, implement NDR management with OTP verification.

Action: Implement partial COD (10-20% advance) and NDR processes.

Insight 4: Prepaid Incentive Opportunity

Prepaid Conversion Potential

Trigger: COD > 20%Calculation: Simulates 10% COD reduction and calculates profit improvementMessage:

If you offer a 5% discount on prepaid orders and successfully convert 10% of COD orders to prepaid, your Net Profit increases by ₹89,000 due to reduced RTO volume.

Action: Design prepaid incentive program (discounts, cashback, faster delivery).

Key Takeaways

Focus on RTO Orders

This absolute number shows scale of the problem - every RTO is a failed transaction

Monitor Total RTO Loss

Direct monthly/annual cash loss - should be your primary cost-reduction KPI

Respect Break-Even RTO %

Your profitability threshold - never let current RTO exceed this

Track Realized Revenue

Your actual earning power after RTO impact - use for realistic forecasting

Pro Tip: Set up a monthly review routine:

Input current month’s data
Compare metrics with last month
Check if RTO % is increasing (red flag!)
Review Total RTO Loss trend
Ensure Current RTO stays well below Break-Even

Next Steps

Learn Optimization Strategies

Now that you understand the metrics, discover practical strategies to improve them

Get Started

Features

Guides

Reference

Overview of Calculated Metrics

Input Parameters

Core Business Inputs

Calculated Metrics Explained

1. Total Revenue

2. COD Orders

3. RTO Orders

4. Total RTO Loss

5. Realized Revenue (Net Realized Revenue)

6. Net Profit After RTO

7. Break-Even RTO Percentage

How Metrics Relate to Each Other

The RTO Impact Chain

Key Metric Relationships

Using Metrics for Business Decisions

Decision 1: Should I Invest in RTO Reduction?

Decision 2: Should I Reduce COD Percentage?

Decision 3: Am I at Risk?

AI-Powered Insights Explained

Insight 1: RTO Rate Assessment

Insight 2: Unprofitable Operation Alert

Insight 3: Partial COD Suggestion

Insight 4: Prepaid Incentive Opportunity

Key Takeaways

Focus on RTO Orders

Monitor Total RTO Loss

Respect Break-Even RTO %

Track Realized Revenue

Next Steps

Learn Optimization Strategies

Build docs developers (and LLMs) love

Get Started

Features

Guides

Reference

​Overview of Calculated Metrics

​Input Parameters

​Core Business Inputs

​Calculated Metrics Explained

​1. Total Revenue

​2. COD Orders

​3. RTO Orders

​4. Total RTO Loss

​5. Realized Revenue (Net Realized Revenue)

​6. Net Profit After RTO

​7. Break-Even RTO Percentage

​How Metrics Relate to Each Other

​The RTO Impact Chain

​Key Metric Relationships

​Using Metrics for Business Decisions

​Decision 1: Should I Invest in RTO Reduction?

​Decision 2: Should I Reduce COD Percentage?

​Decision 3: Am I at Risk?

​AI-Powered Insights Explained

​Insight 1: RTO Rate Assessment

​Insight 2: Unprofitable Operation Alert

​Insight 3: Partial COD Suggestion

​Insight 4: Prepaid Incentive Opportunity

​Key Takeaways

Focus on RTO Orders

Monitor Total RTO Loss

Respect Break-Even RTO %

Track Realized Revenue

​Next Steps

Learn Optimization Strategies

Build docs developers (and LLMs) love

Overview of Calculated Metrics

Input Parameters

Core Business Inputs

Calculated Metrics Explained

1. Total Revenue

2. COD Orders

3. RTO Orders

4. Total RTO Loss

5. Realized Revenue (Net Realized Revenue)

6. Net Profit After RTO

7. Break-Even RTO Percentage

How Metrics Relate to Each Other

The RTO Impact Chain

Key Metric Relationships

Using Metrics for Business Decisions

Decision 1: Should I Invest in RTO Reduction?

Decision 2: Should I Reduce COD Percentage?

Decision 3: Am I at Risk?

AI-Powered Insights Explained

Insight 1: RTO Rate Assessment

Insight 2: Unprofitable Operation Alert

Insight 3: Partial COD Suggestion

Insight 4: Prepaid Incentive Opportunity

Key Takeaways

Next Steps