Simplifying wardrobe cataloging and outfit planning with Clozzie

End-to-end design and launch of a digital closet app.

Clozzie

Mobile App | Freelance

A digital closet mobile app that allows users to catalog their wardrobe and curate outfits with ease.

⚠️ Work in Progress

This case study page is currently being updated and may be missing some details.
You can view the original page here

This case study page is currently being updated and may be missing some details.
You can view the original page here

🔎 Overview

Role

Product Designer

Timeline

Oct 2023-
June 2024

Tools

Figma
Trello
PostHog

Status

Shipped

Platforms

iOS
Android

Background

While browsing the App Store for an app to help organize my closet, I found most to be too complex or confusing to use. To challenge myself and improve my UX skills, I decided to create a digital closet app as a personal project.

Teaming up with a developer, we were able to bring my ideas to life. With Clozzie, users can simplify their closet and easily create new outfits with their existing items.

❓ Problem

How might we make the task of digitizing and organizing a closet easier and more immersive?

🎯 Solution

A digital closet app that gives users the ability to efficiently catalog clothing items, organize their closet and create new outfits. Users can also quickly view all of their items and outfits in one place.

🌟 Key Features

Upload and organize clothing items

Upload and organize clothing items

Add items from your photo gallery or snap a photo and Clozzie will remove the image background. Fill in item details to keep things organized.

Add items from your photo gallery or snap a photo and Clozzie will remove the image background. Fill in item details to keep things organized.

Mix and match to create new looks

Mix and match to create new looks

Play around with your items in Clozzie's Outfit Creator to build new outfits.

Play around with your items in Clozzie's Outfit Creator to build new outfits.

Create outfit collections with Lookbooks

Create outfit collections with Lookbooks

Whether you're looking to create an inspiration album or planning outfits to bring on an upcoming trip, you can do it all with custom Lookbooks.

Whether you're looking to create an inspiration album or planning outfits to bring on an upcoming trip, you can do it all with custom Lookbooks.

View items and outfits in one place

View items and outfits in one place

Get a quick view of everything in the Closet and Outfits tabs.

Get a quick view of everything in the Closet and Outfits tabs.

💡 My Design Approach

Research

Competitive Analysis
User Flows

Design

Ideation
Wireframes
Prototypes
Dev Handoff

Test

User Testing
Design Iterations

As the product designer for this project, I worked closely with a developer who offered valuable feedback on the design from a technical standpoint.

🔎 Competitive Analysis Findings

To better understand the digital closet app landscape, I tested six apps (five direct competitors, one indirect) from the App Store and Play Store over the course of a week.

  • Most apps provided item cataloging and outfit creation features, but some were locked behind a premium plan, limiting their functionality.

  • Apps with extra features such as an in-app social network, outfit planner, or resale marketplace felt cluttered and overwhelming.

  • Apps using AI to automatically input clothing item details often mislabeled them, requiring users to manually re-enter it.

🌟 Version 1 MVP Designs

With the research findings in mind, the developer and I collaborated on the features and agreed to launch a simple MVP (minimum viable product) within a one-month timeline to gather user feedback.

To move quickly, I skipped sketching and went straight into creating wireframes (nearly 100!) before finalizing the Version 1 screens.

Home and item creation

Outfit creation

💬 User Feedback

Version 1 of Clozzie launched on the App Store and Play Store on November 9, 2023.

I invited friends and family to try out the app, conducting usability tests with five individuals to evaluate ease of use, interaction flow, and uncover any bugs or pain points.

I created an affinity map to better understand the feedback.

🌟 Version 2 Updates

Taking into consideration the usability testing insights, I made several improvements and feature updates to Version 2 of Clozzie.

✨ Account Creation

Before

Testers ran into account creation issues, like emails going to spam or undetected typos preventing verification.

After

We replaced the alert with a persistent toast showing the entered email and prompting users to check spam.

✨ Item Creation

Before

Testers said item categories were too vague, wanted more color options, and disliked required fields like brand.

After

We added more colors with multi-select, subcategories, and made all fields optional except for the category.

✨ Error Validation

Before

Testers noted image upload failures lacked feedback and there were no photo-taking tips.

After

We added a toast for upload errors, updated loading text after 10 seconds, and included a photo-taking guide.

📈 Measuring Success

Clozzie uses PostHog to monitor analytics. Prior to launch, we outlined the following as our goals.

  • 50 Daily active users

  • 5000 total user count

  • 10 App Store ratings/reviews

  • 5 paid users

This is where Clozzie's progress stands as of March 2025:

250+

Daily active users

Daily active users

150+

Paid users

Paid users

35k

Total users

29

App Store ratings

190

Google Play reviews

240k+

Items uploaded by users

🔮 The Future of Clozzie

Clozzie is a work in progress, so user feedback and suggestions will constantly be reviewed and considered. We plan to encourage users to leave reviews and ratings, as well as submitting feature requests.

Potential Upcoming Features

There are many features in Clozzie's backlog that require more user research and testing, below are just a few:

  • Outfit of the day (OOTD) planner

  • More features for Clozzie Pro — Clozzie's premium subscription

  • Possibility of integrating AI into the item creation process to auto-fill details

  • Customizable app themes

Thank you for reading 🌼

Thank you for reading 🌼