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The Impact of Return to Origin (RTO) on Ecommerce Businesses
Shipping trends

The Impact of Return to Origin (RTO) on Ecommerce Businesses

Sneha Adhikari
April 17, 2025
5
mins read

Ecommerce is definitely on the right track with growing consumers’ confidence in online shopping. Millions of orders are placed and shipped daily, driving, unprecedented development for businesses. With an efficient shipping management, businesses can not only grow their sales but increase the customer base.

However, there is one common and pivotal challenge that ecommerce businesses struggle to deal with i.e., Return to Origin (RTO). It occurs when a shipped product is returned to seller due to failed delivery attempts. It poses multiple concerning issues for the brands like loss of trust, credibility, customer dissatisfaction, resulting in loss of revenue, wasted operational costs and damaging brand reputation.

As per the statistics, ecommerce businesses owners lose over $400bn in sales each year due to failed deliveries, or RTOs. Although businesses can use analytics to track consumer behavior or find out the root cause behind the returns, understanding the basics of RTO and having a core strategy in place to mitigate the challenge can help business thrive in this ever-shifting landscape.

What is Return to Origin (RTO)

Return to Origin or RTO in a term used in ecommerce and supply chain management. It refers to a process of returning products to their original location due to failed delivery. In simple words, when a product doesn’t reach to the end customer, instead it is returned to the seller due to multiple reasons that caused failed delivery attempts, it falls under RTO.

There are multiple reasons which can lead to RTO, including:

  • Incorrect address details – When order can’t reach to the customer due to wrong or incomplete addresses.
  • Refused Shipment – When customers refuse delivery due to a change of mind, dissatisfaction, or insufficient cash to pay at the time of delivery.
  • Delivery failures – When recipient is unavailable, or courier partner fails to deliver the product due to operational challenges
  • Product issues – When customers receive defective, wrong, or products with wrong description

These all issues can be addressed and mitigated with having a proactive strategy in place across all the stages of buyer’s journey. However, before that, it is crucial to understand why should you focus on reducing RTO.

What is the need of RTO reduction?

RTO is not just an operational concern, it directly affects the businesses profitability in multiple ways. With India's eCommerce sector witnessing an average RTO rate ranging from 20-40%, depending on industry and location, RTO reduction become a necessity for sustainable business growth. Here’s why:

  • Boosts customer satisfaction – 84% of consumers say that a smooth and hassle-free delivery experience increases their likelihood of returning to the same brand. Reducing RTO ensures fewer delivery failures, providing a more reliable shopping experience.
  • Cuts costs significantly – RTO can inflate logistics costs by up to 2X, as sellers bear both forward and reverse shipping charges. Additionally, repackaging, quality checks, and re-inventorying further strain operational budgets. A lower RTO rate ensures fewer unnecessary expenses and better resource allocation.
  • Enhances brand reputation – Around 75% of online shoppers consider delivery reliability a key factor in brand trust. Frequent RTO incidents can lead to negative reviews and lost future sales. A streamlined fulfillment process strengthens a brand’s credibility.
  • Encourages customer loyalty – Studies show that 63% of consumers are more likely to make repeat purchases when their first shopping experience is smooth. Reducing RTO ensures fewer failed deliveries, leading to better retention rates and long-term customer loyalty.

Let’s explore some of best-proven RTO reduction strategies in ecommerce to implement.

Best RTO Reduction Strategies - Stage-wise Adaption

There is no one-rule-fits-all. Brands may need to adapt the strategies as per their target market, reach and consumer. However, there are some common to-follow steps every RTO reduction strategy includes, sharing those below:

1. During Product Discovery

A common reason customers refuse delivery is that the product doesn’t meet their expectations, often due to quality or size issues. To reduce such RTOs, businesses should focus on providing clear and detailed product information such as:

  • Accurate product descriptions: Clearly mention the size, material, specifications, and key features so customers know exactly what they’re purchasing.
  • High-quality images: Show the product from different angles with zoom options to help customers get a realistic view before buying.
  • Genuine customer reviews: Display real feedback from buyers to build trust and give potential customers a better idea of the product’s quality and fit.

When customers have all the right information upfront, they are less likely to return the product due to unmet expectations.

2. During Cart Abandonment

In some other cases when the customer has already begun their purchase journey, they even add the product to cart but they aren't motivated enough to hit the buy now button. Encouraging customers to complete their purchase can reduce RTO caused by impulse or hesitant buyers:

  • Limited-time discounts: Creating urgency can drive conversions.
  • Guest checkout: Simplifying the checkout process reduces friction.
  • Exit-intent popups: Offering special discounts or support to hesitant shoppers can lead to more informed purchases.

3. During Checkout

Ensuring customers enter the correct details and understand shipping policies helps reduce delivery failures:

  • Secure checkout process: A smooth, secure, and fast checkout builds trust.
  • Clear shipping information: Providing estimated delivery dates and real-time updates prevents unnecessary returns.

4. During Order Processing

  • Streamlining operations at the backend reduces RTO due to fraud or inefficiencies:
  • Fraud detection & order verification: Implementing AI-based fraud detection can flag high-risk orders.
  • Smart order batching: Efficiently grouping orders based on destination and priority improves dispatch speed.

5. During Post-Purchase

Keeping customers informed and engaged after purchase reduces delivery refusals:

  • Order confirmation emails: Ensuring customers receive order details minimizes confusion.
  • Real-time tracking: Letting customers track their shipments in real-time boosts transparency.
  • Easy returns/exchanges: Providing seamless exchange options can prevent outright returns.

How Eshopbox Helps in RTO Reduction

Eshopbox provides comprehensive solutions that empower ecommerce businesses to proactively tackle RTO. Their intelligent technology and automation tools help businesses reduce return rates, improve delivery success, and optimize customer experience.

  1. High-risk order flagging – By leveraging AI-driven analytics, Eshopbox identifies high-risk orders before they are shipped. Risk scores are assigned based on historical data, fraud indicators, and behavioral patterns, allowing businesses to take preventive actions such as pre-shipment verification or requiring prepaid payment.
  2. Automated NDR (Non-Delivery Report) management – Failed deliveries are inevitable, but quick action can prevent RTO. Eshopbox automates NDR processing by instantly notifying sellers and customers of failed delivery attempts. Customers can reschedule delivery, update their address, or confirm availability via automated messages, significantly reducing RTO incidents.
  3. Rich RTO analytics – Eshopbox provides in-depth data insights that help businesses understand the root causes of RTO. With comprehensive analytics on order trends, delivery failures, and customer refusals, businesses can refine their strategies, optimize logistics, and improve order accuracy to minimize returns.

Additional Steps to Further Reduce RTO

Beyond fundamental optimizations, businesses can implement the following advanced strategies:

1. Identify & Resolve High-Risk Orders

Analyzing order data helps businesses detect patterns that indicate high-risk transactions. Studies show that over 60% of COD orders in India contribute to RTO. Implementing AI-powered fraud detection tools helps businesses pre-screen these risky orders. They can then take preventive measures like requiring additional verification or prepayment before dispatching.

2. Reduce Failed Deliveries with NDR Automation

Failed deliveries contribute significantly to RTO. Automating NDR handling reduces failed delivery rates by up to 30%. When a delivery attempt fails, customers receive an automated notification allowing them to reschedule or provide updated address details, minimizing unnecessary returns.

Reason for Failed DeliveryPercentage of RTO Cases

  • Incorrect Address 35%
  • Customer Unavailability 25%
  • Payment Issues (COD) 20%
  • Others 20%

3. Convert COD to Prepaid Orders

Since COD orders lead to high RTO rates, encouraging prepaid payments significantly reduces returns. ecommerce businesses that offer prepaid discounts or loyalty points see a 15-20% reduction in RTO incidents.

4. Ensure Quick Shipping

Faster deliveries lead to fewer order cancellations. Businesses optimizing logistics see RTO reductions of up to 25%. AI-driven demand forecasting and regional warehousing improve shipping speed, increasing delivery success rates.

5. Improve Product Packaging

Packaging plays a crucial role in customer satisfaction. Secure, tamper-proof, and damage-resistant packaging prevents product damage in transit, which is a common reason for RTO. Brands can also incorporate QR codes or digital verification tools on the packaging to assure customers of product authenticity.

6. Offer Easy Exchange Options

A strict return policy can deter purchases, but a flexible exchange policy can prevent outright returns. Encouraging customers to opt for exchanges rather than refunds helps retain revenue and enhances the overall customer experience.

7. Facilitate Prompt Deliveries

Efficient last-mile logistics are crucial for ensuring successful deliveries. Partnering with hyperlocal delivery services, optimizing route planning, and offering time-slot deliveries can minimize failed attempts and improve success rates.

8. Verify Customer Availability

Failed deliveries due to customer unavailability are a leading cause of RTO. Implementing automated pre-delivery confirmation messages via SMS, WhatsApp, or email allows customers to confirm their availability or reschedule deliveries proactively, reducing RTO incidents.

Conclusion

RTO reduction in ecommerce is not just a logistical issue, but a crucial element for sustainable growth. High RTO rates lead to unnecessary financial strain and inefficiencies in supply chain management. The key to sustainable ecommerce growth is implementing effective RTO reduction strategies that minimize returns, optimize customer experience, and improve operational efficiency.

With Eshopbox’s smart fulfillment solutions, ecommerce sellers can ensure seamless deliveries, reduce costs, and enhance customer satisfaction—paving the way for long-term success in the industry.

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