Labels created on approval
Each approved return gets a carrier label and tracking number, sent to your customer automatically.
The Problem
Each Return Passes Through Too Many Hands
It shows up once returns reach your warehouse every day. Labels, refunds, stock, and your 3PL all wait on someone to click, so small delays stack up.
01 · Manual labels
Someone buys and emails every return label by hand.
Every approved return gets a carrier label and tracking automatically.
02 · Surprise parcels
Returns reach your 3PL unannounced and sit in a corner.
Your 3PL gets a notice before each box arrives.
03 · Refund chasing
Your ops lead chases the warehouse before refunding by hand.
Refunds fire on a carrier scan, on receipt, or after grading.
04 · Double updates
Stock gets updated by hand in two systems.
Grades at receiving move items to stock, refurbishing, or write-off.
A return is approved on Monday. Someone on your team buys the label and emails it. The parcel reaches your 3PL on Thursday, but nobody told the 3PL it was coming, so it waits in a corner. Your customer asks where the refund is. Your ops lead checks tracking, chases the warehouse, refunds by hand, and updates stock in 2 systems. That was one return, and the queue behind it is growing.
We start by mapping every step between approval and refund, then automate the routine ones. Labels are created on approval, carrier scans trigger customer updates, and your 3PL gets a notice before the box arrives. Grades at receiving decide the refund and the stock move. Your people step in only when a return breaks a rule.
Labels created on approval
Every approved return gets a carrier label and tracking without anyone on your team buying it.
Refunds triggered by events
Refunds fire on the first carrier scan, on receipt, or after grading, by your rules.
Stock that follows the grade
Grades at receiving move items to sellable stock, refurbishing, or write-off automatically.
Our Returns Automation Process
From Manual Returns to Automated Operations in Five Clear Steps
You see every automated step, the exceptions, and the test results before a live return runs through it. Nothing switches on until you approve it.
We map how a return moves today, from approval to refund, and count the manual touches. You get an automation plan with a fixed price. If Shopify's own returns and labels already cover your volume, we'll tell you before we quote.
What's Included
What You Get With Reverse Logistics Software Solutions
Every plan automates labels, customer updates, and refunds for one store. Larger plans add grading at receiving, 3PL sync, warehouse routing, and ERP updates.
Compare Options
DeveloperLook vs a Returns Platform vs Manual Processing
Manual processing works at low volume, and a returns platform suits stores whose flow fits its model. Custom automation fits when your 3PL, grades, or ERP need your rules.
| Feature | DeveloperLookBest fit | Returns platform | Manual processing |
|---|---|---|---|
| Upfront cost | From $1,100, fixed scope | Monthly subscription | No setup cost |
| Time to start | 2 to 9 weeks | Days to weeks | Already running |
| Label creation | On approval, any carrier | Built in | Bought by hand |
| Refund timing | Your chosen trigger | Preset options | Whenever someone checks |
| Grading at receiving | Scan, grade, and route | Varies by platform | Paper or memory |
| 3PL and ERP | Built to your systems | Common connectors | Emails and spreadsheets |
| Ongoing cost | Hosting only | Monthly fee | Staff hours |
| Code ownership | Your code and data | The vendor's platform | Nothing to own |
DeveloperLook
Returns platform
- Upfront cost
- DeveloperLook: From $1,100, fixed scopeReturns platform: Monthly subscription
- Time to start
- DeveloperLook: 2 to 9 weeksReturns platform: Days to weeks
- Label creation
- DeveloperLook: On approval, any carrierReturns platform: Built in
- Refund timing
- DeveloperLook: Your chosen triggerReturns platform: Preset options
- Grading at receiving
- DeveloperLook: Scan, grade, and routeReturns platform: Varies by platform
- 3PL and ERP
- DeveloperLook: Built to your systemsReturns platform: Common connectors
- Ongoing cost
- DeveloperLook: Hosting onlyReturns platform: Monthly fee
- Code ownership
- DeveloperLook: Your code and dataReturns platform: The vendor's platform
Projects We've Built
Ecommerce Projects We Have Built
A selection of ecommerce stores and apps we've built. Automation work builds on the same base: clean order data, reliable API calls, and a phased launch.
Sefinix Furniture Ecommerce Store and Dashboard
- Furniture
- Dashboard
- E-commerce
Fuison Fashion Ecommerce Website and Dashboard
- Fashion
- Dashboard
- E-commerce
Havenly Furniture Ecommerce Website
- Furniture
- E-commerce
- Dashboard
Unicom Fashion Ecommerce App and Admin Dashboard
- Fashion
- Dashboard
- E-commerce
What Our Clients Say
What Clients Say After Launch
Feedback from ecommerce teams we have built stores, automation, and integrations for.
We had a different kind of problem. People were visiting the store, adding products to their carts, and then disappearing before they finished the order. We had tried a few apps and made changes here and there, but nothing really seemed to solve the bigger issue. The team went through the shopping experience with us and pointed out things we hadn't really noticed ourselves. They cleaned up the cart and checkout flow, made the mobile experience much smoother, and helped us make the store feel easier to shop. I’m not going to pretend we fixed everything overnight, but it finally feels like the store is helping the sale instead of getting in the way of it.
The mobile experience is probably my favourite part of the new site. We had spent a lot of time making sure the desktop version looked right, and the team kept pushing us to think about how everything would actually feel on a phone too. They were right. The navigation is clean, the interactions feel natural, and everything we’ve tested so far works exactly as it should. They also went through the links, forms, integrations, and other details more than once before launch, which I really appreciated. And even after going live, we could still reach out when something came up. The whole process felt friendly, organised, and surprisingly straightforward.
We had a pretty specific idea of what we wanted our website to become, but I wasn’t sure how easily we could explain all of it to a development team. There were quite a few moving parts, and we were working toward a deadline, so I expected a few things to get lost along the way. That never really happened. They understood what we were trying to achieve, kept us updated throughout the process, and got everything ready within the agreed timeline. The final site feels much easier to navigate, works beautifully on mobile, and is noticeably smoother for our customers. It was a huge relief seeing the original idea actually turn into the website we had in mind.
1,000+
Projects shipped
10+
Years of experience
Top 3%
Upwork Top Rated Plus
5 stars
Average review score
Work Culture
Why Ops Teams Hand Us Their Returns Workflow
Automation that misfires refunds the wrong amount or loses stock, so we phase it in and watch every exception. These habits keep your warehouse calm.
Refund triggers you choose
You decide whether refunds fire on the first scan, on receipt, or after grading. Low-risk items can refund early while high-value returns wait for inspection.
Grades decided at the dock
Your staff grade each item as it is scanned in, not at the end of the week. Stock and refunds update from that grade right away.
Stuck returns flagged early
Returns with no carrier scan after your set window, or boxes the 3PL can't match, go to an exception list. You hear about them in days, not months.
Stock that matches the shelf
Every restock, write-off, and refurbish move updates your store and ERP together. Your available count reflects what is actually sellable.
Volume checked first
If your return volume doesn't justify automation yet, we'll say so and suggest the smallest useful step. Some stores only need automated labels.
Tested on past returns
Every automation replays your past returns before it touches a live one. You compare each result with what your team actually did.
Overview
How does reverse logistics software work for online stores?
DeveloperLook builds reverse logistics software that automates the routine steps of each return on Shopify, WooCommerce, or BigCommerce. Approved returns get labels, carrier scans trigger updates and refunds, grades decide restock or write-off, and your 3PL and ERP stay in sync. Projects start at $1,100, and label automation runs within 2 to 3 weeks.
DEVELOPERLOOK
Project facts · Reverse Logistics & Returns Automation
- Service
- Reverse Logistics & Returns Automation (labels, refunds, restocking, 3PL and ERP sync)
- Typical timeline
- 2 to 3 weeks; 6 to 9 weeks with ERP routing
- Platforms
- Shopify, WooCommerce, and BigCommerce
- Built with
- Carrier APIs, Shopify webhooks, Node.js, and PostgreSQL
- Experience
- 10+ years of development experience and 1,000+ shipped projects
- Post-launch support
- 30 to 90 days, depending on plan
- Communication
- Calls in US, UK, and AU business hours
- Starting price
- From $1,100 USD, fixed scope after a free operations review
Reviewed 28 Sep 2026 by Saimul Islam
Good fit
Ops teams processing returns by hand
Your team creates each return label, watches tracking, issues the refund, and updates stock, one return at a time.
Warehouses grading returns on paper
Your receiving team writes grades on a clipboard, and stock or refunds only change when someone types them in later.
Brands sending returns to a 3PL
Your 3PL receives returns it wasn't told about, so boxes sit unprocessed and refunds wait on an email.
Brands with several warehouses
You run more than one warehouse or a returns center, and every return still ships to the same address by default.
Teams comparing software options
You're comparing reverse logistics management software with a custom build and need to know which steps deserve automation.
Not a fit
Customer-facing return page
Your customers need a branded page to start returns and choose exchanges. Our Shopify Returns Portal Development service covers the customer side.
Approvals before anything moves
You need approvals, warranty checks, or repair decisions before anything moves. Our RMA Software Development service handles that step.
Return drivers by product
You want to know which products drive returns and why. Our Shopify Returns Management Software service answers that with SKU-level reporting.
A few returns weekly
You process a few returns a week. Shopify's return labels and a checklist will serve you better than our $1,100 starting price.
Not sure we're the right fit?
Send a two-line brief. We'll tell you honestly whether we're the right team.
Pricing
Transparent Starting Prices for Returns Management Automation
These are starting points in USD. Your final price depends on your carriers, warehouses, and connected systems, and you get a fixed proposal after a free operations review.
For stores that want labels, tracking updates, and refunds to run without staff clicks.
$1,100one-time, USD
- Free operations review and automation plan
- Labels created when a return is approved
- Customer updates from carrier scans
- Refunds or credit on your chosen trigger
- One store and one return address
- 30 days of support
Recommended
For warehouses that grade returns and need stock and refunds to follow the grade.
$3,000one-time, USD
- Everything in Label and Status Automation
- Scan-and-grade screen at receiving
- Restock, refurbish, or write-off by grade
- Refund amount set by grade
- Return notices synced with your 3PL
- 60 days of support
For brands routing returns across several warehouses and syncing each step to their ERP.
$6,200one-time, USD
- Everything in Refund and Restock Automation
- Routing to the nearest warehouse or return center
- ERP sync for stock, credit memos, and tax
- Exception alerts for stuck or missing returns
- Carrier API upkeep and runbooks
- 90 days of support
For Agencies
White-Label Returns Automation for Agencies and Studios
You own the client relationship. We supply the automation behind it: carrier labels, refund triggers, grading, and 3PL or ERP sync. Everything ships under your agency's name, with runbooks for your team.
How the partnership works
White label: your client only ever sees your brand
- Your client
- You, the agency
- DeveloperLook
Share the client brief
Send the client's platforms, carriers, 3PL or warehouse, and ERP details.
- Client needs
- You share the details
- Details received
We scope and quote
You get the trigger map, grading rules, delivery dates, and one fixed quote.
- Scope and plan
- Proposal to resell
- Your quoteYOUR LOGO
Build and hand off
We build, replay past returns, and document everything under your agency's brand.
- Done by our team
- Your brand on it
- Handed to your clientDone
Partner with DeveloperLookDelivered under your brand
Stay client-facing
We work under your brand, so the client relationship stays yours.
Predictable delivery
A fixed price and triggers the client signs off first.
Phased, safe launches
Automations switch on one step at a time for each client.
Flexible capacity
Bring us in for one warehouse or a multi-brand rollout.
The Right Technology for Your Project
Technology Stack
We build on current carrier APIs and Shopify webhooks, with a small back end that talks to your 3PL and ERP.
USPS
UPS
FedEx
DHL
Shopify
WooCommerce
BigCommerce
Stripe
PayPal
SAP
Microsoft Dynamics 365
Odoo
QuickBooks
Xero
Node.js
Python
PostgreSQL
AWS
Twilio
Slack
FAQ
Frequently Asked Questions
Straight answers on cost, timelines, refunds, restocking, carrier labels, 3PL returns, and ERP sync.
Saimul IslamFounder & CEO, DeveloperLookStill have questions?
Send a message or book a call with the team.
Label and status automation for one store starts at $1,100, including refunds on the trigger you choose. Scan-and-grade receiving, restock rules, and 3PL sync bring it to $3,000. Multi-warehouse routing, ERP sync, and exception alerts start at $6,200. A free operations review comes first, then a fixed quote.
Label and status automation takes 2 to 3 weeks, and it switches on first. Grading, restock rules, and 3PL sync add another 2 to 3 weeks. Warehouse routing and ERP sync take 6 to 9 weeks in total, mostly spent testing in the 3PL's and ERP's test environments.
Returns automation covers the steps between approval and a closed return: labels, customer notifications, refunds, and restocking. Labels are created on approval, tracking scans trigger updates, refunds fire on your chosen event, and grades decide where stock goes. Anything that breaks a rule lands in an exception queue for a person.
Automation pays off once returns take real staff time every day, not a few times a week. Below that, Shopify's own return labels and a written checklist cost less. A sensible first step is automated labels and refunds only, then grading and 3PL sync once volume grows.
You automate them by tying each refund to an event and a limit. Low-risk items can refund at the first carrier scan, while high-value returns wait for receipt or grading. On Shopify, we process the return and issue the refund or store credit through the Admin API, so it lands in your reports.
They get restocked when your staff scan and grade them at receiving. On Shopify, each item is marked restocked at a chosen location, not restocked, or needing more processing, and available stock updates to match. Other grades send items to refurbishing or write-off, and your ERP records the same move.
Yes, we integrate UPS, FedEx, USPS, DHL, or a multi-carrier service for return labels. Each label comes from the carrier's current API when a return is approved, and its tracking events drive your customer updates. USPS retired its old Web Tools APIs in January 2026, so older integrations need rebuilding.
We send your 3PL a return notice when the label is created, so each box is expected before it arrives. The 3PL posts receiving results and grades back, which trigger refunds and stock moves. ShipBob, for example, takes one return order per box, with the action you want for each item.
Returns management automation removes the typing and checking between steps. Your team stops buying labels, copying tracking numbers, emailing the 3PL, or updating stock in 2 systems. They only touch returns that break a rule, such as missing items, wrong products, or high-value refunds waiting for inspection.
Yes, reverse logistics data can sync with your ERP in both directions. Each graded return posts a stock adjustment and a credit memo, and the refund's tax is reversed the same way the original sale recorded it. We match your ERP's own return records, so finance sees one version of every return.
Saimul IslamFounder & CEO, DeveloperLookStill have questions?
Send a message or book a call with the team.
30-min strategy callGoogle Meet
Book a call
Book Your Exclusive Strategy Session Today!
Pick a 30-minute slot that works for you. We meet on Google Meet to align on goals, scope, and the right next step.
