Amey Acharya

®2025

ReturnX

Designed and developed a scalable system that allowed 100s of online stores globally to change their mind about returns as being a loss to, returns as the last step to building a loyal customer to boost profitability.

Client

Company

ReturnX

Deliverables

ReturnX Branding, Product and Marketing

Year

2022-2023

Role

Product and Development

A look at the baseline

This project looks at the

With the growing active stores in Shopify in 2022, Shopify still hadn’t figured out how to solve eCommerce returns. If you’re a small mom-n-pop store with only a few hundred orders a month, you can manually do it. But, if you’ve got volume, (I’m talking 10,000-100,000 orders a month: let’s call them GIANTS from now on) you’re in big trouble.

GIANTS like this have scaled evenly and already solved this problem with in-house tech to handle this. Can’t be said about fast-growing brands that don’t have the resources or the time to do so. Our now loyal customers were sometimes having teams of people handling this MANUALLY. Now that’s a beautiful problem to solve.

I first looked at the kind of stores and spoke to 100s of brands to figure out why customers are returning their products in the first place. 95% of these brands were apparel brands and 99% of the reasons they were returning was “it just didn’t fit” This could be because of the vast sizing disparity in the fashion world. A size Small in US is a Medium in India and a thousand other different sizes in different countries

Excel. Yes. Excel!

You’d be shocked to find how much manual involvement is involved in making a return. Here’s a manual process flowchart that we drew up.

They used to manage all communications either through email, phone calls, or the in-browser chat with customers.

This tedious process took about 10 mins per customer to solve.

how big was the problem actually?

GARGA-NTUAN

GARGA-ANTUAN

To explain this problem better, let’s do some math!

Monthly orders: 5,000 (targeting growing stores)

Return rate (Avg.): 20%

Return orders: 1,000

Time spent: 10 mins/customer

10,000 mins wasted a month and that’s not even counting the refund amounts, all to give the customer a good experience. Just to put it into context that’s almost 1 week a month of continuously solving this issue.

How I planned to solve this

A solution built to be customisable to the brands that allow them to add custom dates to return according to their return policy, returns reasons, adding images, QC for return pickups, AI analytics for returns and the biggest of all, exchanges!

All this had to sync with your Shopify inventory and even create shipping labels, while also being SIMPLE.

The below flowchart looks complex but the time-savings through using a UI and complex rule-based operations makes the entire process only 5 mins! There would be 2 parts to the solution of ReturnX.


1. Returns Portal

The Returns Portal is a user-friendly, customizable webpage seamlessly integrated into the eCommerce store's existing website. It simplifies the returns experience for customers by offering clear, step-by-step guidance through the returns or exchange process. Specifically designed to promote product exchanges rather than direct refunds, our Returns Portal helps merchants reduce revenue losses by encouraging customers to choose alternative products, maintaining customer satisfaction and loyalty.

Key features:

  • Easy customization to match the merchant’s branding.

  • Streamlined user experience that guides customers intuitively.

  • Focused prompts encouraging exchanges to minimize refunds.


2. Merchant Portal

The Merchant Portal provides merchants with a centralized dashboard to efficiently manage all returns and exchanges. Integrated seamlessly with the merchant’s eCommerce backend, this intuitive interface allows merchants to effortlessly track, process, and analyze returns data, significantly reducing administrative workload and improving operational efficiency.

Key features:

  • Comprehensive overview and management of return requests.

  • Real-time updates and notifications.

  • Insights and analytics to better understand return patterns and customer behavior.

  • Simple integration with existing eCommerce systems for minimal disruption.


The ReturnX Customer Portal
Customisability

One thing that was super important to solve was the customisability aspect of ReturnX as every brand has their own specific design aesthetic. Hence we made a customisable returns portal page that in-real-time affects your customer portal without the customer having to refresh the page. You can see the controls offered in the page down below.


A solution built to be customisable to the brands that allow them to add custom dates to return according to their return policy, returns reasons, adding images, QC for return pickups, AI analytics for returns and the biggest of all, exchanges!

All this had to sync with your Shopify inventory and even create shipping labels, while also being SIMPLE.

The below flowchart looks complex but the time-savings through using a UI and complex rule-based operations makes the entire process only 5 mins!

Dynamic Exchange Incentives

An interesting conversation with a customer led this addition to the ReturnX customer portal that would allow the store owner to incentivise the customer to exchange for another item, boosting margins!

  • Instant Exchange:
    Encourages customers to select another product by offering incentives (like additional store credit). This method helps merchants minimize returns and retains customer engagement.

  • Instant Refund:
    Provides immediate store credit, allowing customers to quickly repurchase alternative products within the store.

  • Original Method Refund:
    Offers customers the flexibility to receive their refund via their original payment method, typically processed within 3–5 business days.

A solution built to be customisable to the brands that allow them to add custom dates to return according to their return policy, returns reasons, adding images, QC for return pickups, AI analytics for returns and the biggest of all, exchanges!

All this had to sync with your Shopify inventory and even create shipping labels, while also being SIMPLE.

The below flowchart looks complex but the time-savings through using a UI and complex rule-based operations makes the entire process only 5 mins!

The ReturnX Merchant Portal

We encountered many types of store owners and operators. Some didn't know how to read or write. ReturnX was simple to use for them. We designed the merchant portal where there are simple green buttons to proceed to the next step along with giving a clear understanding of what step they were on: only got to know this issue in the initial stage of ReturnX where a user using a competition said, it's confusing! Down below is how we're solving it.

A solution built to be customisable to the brands that allow them to add custom dates to return according to their return policy, returns reasons, adding images, QC for return pickups, AI analytics for returns and the biggest of all, exchanges!

All this had to sync with your Shopify inventory and even create shipping labels, while also being SIMPLE.

The below flowchart looks complex but the time-savings through using a UI and complex rule-based operations makes the entire process only 5 mins!

Custom Reasons & Policies

ReturnX enables brands to fully tailor the returns process by creating custom return reasons and policies that align with their specific business requirements and customer expectations.

Merchants can easily add, edit, or remove return reasons, define specific policies, and group them logically, ensuring greater flexibility and control over the returns management.

  • Customizable reasons library to reflect unique brand and product scenarios.

  • Easily editable return policies tailored to different product categories or customer groups.

  • Logical grouping of reasons to simplify management and analytics.

A solution built to be customisable to the brands that allow them to add custom dates to return according to their return policy, returns reasons, adding images, QC for return pickups, AI analytics for returns and the biggest of all, exchanges!

All this had to sync with your Shopify inventory and even create shipping labels, while also being SIMPLE.

The below flowchart looks complex but the time-savings through using a UI and complex rule-based operations makes the entire process only 5 mins!

Helping solve return fraud

One day a brand frantically called us and reported that customers were sending fake orders back, old clothes! There was no way to possibly check for customers sending back the wrong items. We solved this problem by adding a comments and picture option on the returnx portal that gets pushed directly to the merchant portal where the manager can view what they customer uploaded. Here's an example.


Additional features

We worked on so many small features all while neatly documenting the process on Figma and Notion to make sure that whoever works on this next can pick up right where we left off.

A solution built to be customisable to the brands that allow them to add custom dates to return according to their return policy, returns reasons, adding images, QC for return pickups, AI analytics for returns and the biggest of all, exchanges!

All this had to sync with your Shopify inventory and even create shipping labels, while also being SIMPLE.

The below flowchart looks complex but the time-savings through using a UI and complex rule-based operations makes the entire process only 5 mins!

How we build ReturnX
How we build ReturnX

A401 DNA, Borewell Road,
Whitefield, Bangalore,
India

Do you like
What you see?

2025 ® Amey Acharya

A401 DNA, Borewell Road,
Whitefield, Bangalore,
India

Do you like
What you see?

2025 ® Amey Acharya

A401 DNA, Borewell Road,
Whitefield, Bangalore,
India

Do you like
What you see?

2025 ® Amey Acharya