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Latest Japanese E-Commerce Case Study 2025: MUJI

1. Business Background and the Imperative for Omni-Channel Integration

1.1 A Store-Centric Business Model and Its Structural Challenges

Ryohin Keikaku, the operator of MUJI, had built a highly store-centric business model. As of February 2016, the company operated 312 directly managed stores in Japan, with approximately 90% of revenue coming from physical stores.

Several structural challenges emerged as consumer behavior diversified across digital and physical channels:

Difficulty in Understanding Diversified Customer Journeys

Customers increasingly shifted between multiple touchpoints—purchasing in-store, browsing and buying on the EC site, and gathering information on smartphones.However, MUJI lacked an integrated system to unify these behaviors into a single customer view.

Fragmented Information Across Channels

POS data from physical stores and transaction data from the EC site were stored separately.This prevented the organization from understanding how each customer interacted with MUJI across channels.

Limited Data Utilization by Area Managers

Despite having tens of millions of customer records, legacy analytical tools were overly complex.Area managers and store-level staff—who were not IT specialists—were unable to use data in daily operations.


1.2 MUJI’s Longstanding Philosophy of “Customer Voices as Inputs for Product Development”

Since its founding, MUJI has emphasized incorporating customer feedback into product development as a core cultural value.

Because of this philosophy, management interest has historically focused not only on sales growth but also on:

How to maintain active communication with customers and reflect their voices in product development, store operations, and service design.

This cultural foundation enabled MUJI to position digital tools—such as the MUJI passport app—not merely as technology upgrades but as mechanisms for deepening customer dialogue.Consequently, the company approached omni-channel initiatives proactively and strategically.



2. Development History and Feature Design of MUJI passport

2.1 Launch in May 2013 and Initial Feature Set

MUJI passport launched on May 15, 2013. By August 2014—only one year later—the app achieved 2.13 million downloads and 13 million total uses, demonstrating rapid adoption.

The early version of the app included several foundational features:


Digital Membership Card & MUJI Mile Accumulation

  • Customers earned “MUJI Miles” by presenting the app at checkout.

  • 1 mile per ¥1 spent, with 20,000 miles redeemable for 200 MUJI Shopping Points.

Check-In Function

  • Customers could earn miles by checking in at stores.

  • This turned simple store visits—not only purchases—into incentivized actions, driving both new visits and repeat traffic.

Unified Purchase History Across Channels

  • Customers could view in-store and online purchase records in one app interface.

  • This provided customers themselves with a cross-channel view of their relationship with MUJI.

From the outset, MUJI passport was intentionally designed as a “digital membership card + unified transaction history hub.”


2.2 The August 2014 Renewal and Expansion Through Big Data

On August 20, 2014, MUJI conducted a major upgrade to enable personalization through big data analysis.

Key enhancements included:

Personalized Recommendations

By integrating store purchases, EC browsing logs, and check-in history, MUJI delivered push notifications tailored to individual preferences.

Delivery Status Notifications

Customers could track the status of online orders directly in the app, improving post-purchase convenience.

Price-Down Alerts for Favorite Items

Items placed in the wishlist triggered notifications when discounted—boosting purchase conversions.

News and Campaign Distribution

The app delivered customized information about product launches, promotions, and brand updates.



3. Enhancing Customer Experience Through Integrated Points and Centralized Information

3.1 Omni-Channel Loyalty System

One of MUJI passport’s most impactful contributions was the unification of loyalty points across in-store and online channels.

Channel

Mile Accumulation

Usage

In-store

1 mile per ¥1

Redeem for points usable in-store and online

EC site

1 mile per ¥1

Same as above

  • 20,000 miles = 200 points

  • 1 point = ¥1, usable across both channels

This transparent and consistent design created a customer experience in which:

“No matter where I purchase, I earn and use points in the same way.”

3.2 High In-Store App Presentation Rate (Approx. 30%)

By August 2023, 3 out of 10 customers presented MUJI passport during checkout—an unusually high penetration rate for a retail app.

Factors contributing to this include:

  • Migration from paper to digital loyalty cards

  • Unified points across all MUJI-operated services

  • Exclusive app benefits (coupons, birthday perks, early-access information)


3.3 Inventory Visibility and Click-and-Collect

MUJI passport, integrated with the EC site, introduced features that improved purchase decision-making:

Store Inventory Checking

Customers could check real-time store inventory from product pages—reducing wasted trips.

Online Purchase + In-Store Pickup

  • 24/7 ordering

  • No shipping fees

  • Ability to verify or try items when picking up

By merging EC convenience and store utility, MUJI elevated the standard omni-channel shopping experience.



4. Corporate Benefits: Visualizing Customer Behavior and Enhancing Decision-Making

4.1 Multi-Million-Record Data Enables a Clear Customer View

MUJI passport collects behavioral data including:

  • Store check-in locations and timestamps

  • Detailed purchase histories

  • EC browsing behavior

  • Engagement with push notifications

Integrating these enables MUJI to perform advanced analyses for store strategy, trade area planning, and marketing.


4.2 BI Tools Democratize Data for On-Site Decision-Making

MUJI introduced a new BI tool to allow even non-technical area managers to use customer data.

This shift enabled:

  • Data-driven trade area analysis

  • Predictive modeling for new store openings

  • Customer segmentation (age, frequency, category preferences)

Area managers transitioned from intuition-based operations to quantitative decision-making.


4.3 “Customer Time” as a New KPI

MUJI began measuring “customer time”—the total duration a customer engages with MUJI before, during, and after purchase.

  • Before purchase: browsing the app, engaging with SNS

  • During purchase: in-store or EC transactions

  • After purchase: tracking deliveries, writing reviews, sharing on SNS

This focus shifted the company from maximizing momentary sales to maximizing customer lifetime value (LTV).



5. MUJI passport Pay and the Shift to Cashless Retail

5.1 Introduction of Contactless Payments in November 2020

In November 2020, MUJI launched MUJI passport Pay, expanding the app into contactless in-store payments.

Key features include:

  • Credit card registration within the app

  • Barcode-based payment without presenting a physical card

  • Automatic mile accumulation with each payment

The service started with 162 stores and expanded thereafter.


5.2 “Super-App” Integration Simplifies Checkout

Before MUJI passport Pay:

Card payment → Loyalty card scan → Mile accumulation

After:

Open app → Show payment barcode → Payment + miles completed instantly

Benefits include:

  • Faster checkout

  • Reduced operational errors

  • Lowered physical contact during the COVID-19 period



6. User Growth and Adoption Trends

6.1 Rapid Expansion Over Time

Year

Metric

2013–2014

2.13M downloads, 13M uses

2017

5.3M users

2021

24.51M domestic downloads

2023

13.69M annual active users

2024

15.69M annual active users

2025

17.50M annual active users

The earlier figure of “5.3 million users as of 2025” is inaccurate; that number reflects 2017, not recent years.


6.2 Global Expansion

MUJI passport / MUJI App is available in 11 countries and regions, including China, Taiwan, South Korea, and Hong Kong.

As of 2021:

  • Japan: 24.51M downloads

  • Global total: 59.29M downloads

This positions MUJI passport as a leading omni-channel case study in Asia.



7. Strategic Insights and Best Practices for the Retail Industry

7.1 The Primacy of Customer-Centric Design

MUJI passport’s success stems from prioritizing customer convenience and fairness, such as:

  • Unified loyalty points

  • Transparent inventory information

  • Simple, streamlined checkout with MUJI passport Pay


7.2 Empowering On-Site Teams Through Data Democratization

MUJI transformed from a top-down, intuition-driven organization to one where every level of staff can use data in decision-making.


7.3 Risk Reduction Through Phased Feature Expansion

MUJI adopted a staged deployment:

  1. 2013: Membership and miles (core functions)

  2. 2014: Data-driven personalization

  3. 2020: Payment integration

This gradual evolution allowed MUJI to avoid major implementation risks while compounding user value.



8. Future Outlook

In May 2025, MUJI announced a major renewal of MUJI passport:

  • Renaming to MUJI App

  • Launching MUJI GOOD PROGRAM, a new membership scheme

  • Refining the points system and enhancing recommendation algorithms

Future possibilities include:

  • More advanced AI/ML personalization

  • Integration with subscription and recurring delivery services

These developments indicate that MUJI will continue strengthening its omni-channel foundation.



Conclusion

MUJI passport (now MUJI App) represents one of Japan’s most successful transitions from store-centric retail to a fully integrated omni-channel model.

Its success lies not in the introduction of an app alone, but in:

  • Unified customer and purchase data

  • Data democratization across headquarters and on-site staff

  • A long-term shift toward customer-lifetime-oriented KPIs

MUJI’s transformation proves that omni-channel strategy requires not just systems, but organizational culture change and capability development.This case will continue to serve as a critical reference point for Japanese retailers pursuing digital and organizational modernization.




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© JASEC 2017

Japan E-Commerce Association

Japan Academic Society for E-Commerce

 

Shoji NISHIMURA Lab., Faculty of Human Sciences, Waseda Univ.
2-579-15 Mikajima, Tokorozawa, Saitama 359-1192, Japan

info@jasec.or.jp +81-4-2947-6717

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