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UX / UI Design IA · Card Sorting · Usability FanCode Shop · Dream Sports
From research insight to a shipped store

Building the store
fans actually use

With the research done, I designed FanCode Shop end to end — defining its information architecture through card sorting, wireframing mobile-first, usability-testing every flow, and shipping a store that reached 2.5M monthly active users and spun off into its own company.

2.5M
Monthly active users
₹1,087
Average order value
Spun off
Into its own company to scale

Turning fan insight into a working store

Following the exploratory research, I led the design of FanCode Shop — the in-app e-commerce experience for buying team and player merchandise. The work spanned the full stack of product design: information architecture, an open card-sorting study, mobile-first wireframes, rounds of usability testing, and the final UI across mobile and web.

My Role
UX / UI Designer
Timeline
June 2021 – January 2022
Scope
IA → card sorting → wireframes → usability → UI
Platforms
Mobile-first, plus web & white-label storefronts
Testing
Open card sort (Optimal Sort) + usability rounds
Outcome
2.5M MAU; spun into a standalone company

A structure fans already know how to read

I defined the store's information architecture using secondary research on e-commerce websites — deliberately keeping it close to major e-com conventions so fans would find what they wanted exactly where they expected it. The information points were mapped into a tree diagram.

Information architecture tree map
IA tree — the full information architecture, modelled on familiar e-commerce conventions.

Letting fans group the catalogue

To decide how products should be grouped, I consulted the partnerships and inventory teams to identify candidate attributes, then ran an open card sort with sports fans. Twenty-five cards were created on Optimal Sort in the format "Product Type (randomized, comma-separated attributes)".

Product Type
Sports
Team Affiliation
Players
Brands
Open card sorting study on Optimal Sort
Card sort — 25 cards sorted by sports fans to reveal how they naturally group merchandise.

Product categorization

The results were clear: fans preferred to group products by Product Type and Team Affiliation. I categorized the catalogue accordingly — All Brands, ICC Cricket nations and Sports Leagues each branching into their teams.

Product categorization tree
Product tree — catalogue grouped by product type and team affiliation, the way fans sorted it.

Paper first, then test, then refine

I built the wireframes by studying e-commerce websites and apps — starting with paper wireframes, then translating them into low-fidelity, mobile-first versions, since most of our users would be on phones. I ran thorough usability tests on these and iterated to refine them.

Wireframes and usability testing
Wireframes — mobile-first low-fidelity flows, validated and iterated through usability testing.

The shop, shipped end to end

The final UI carried the full shopping journey — browse, product detail, size & variant selection, cart, address, payment and order tracking — first on mobile, then extended to web.

Final mobile UI flow
Final UI · Mobile — the complete shopping journey from browse to order tracking.
Final web UI
Final UI · Web — the desktop storefront, product and checkout experience.

White-labelled storefronts for partners

The design was templatized so partners could spin up their own storefronts — including a custom store for the International Cricket Council to sell T20 World Cup 2022 merchandise, built to their brand guidelines on top of the same system.

White-labelled ICC T20 World Cup storefront
White-label — the ICC T20 World Cup 2022 storefront, themed to their brand on the FanCode Shop system.

A success that became its own company

The project was a success — it drove a tremendous response from users, and FanCode Shop was spun off into a separate company with plans to scale it further. The metrics below are measured over the first eight months after release.

2.5M
Monthly Active Users
1.2%
Conversion ratio
31%
Returning users
03:13
Avg. session duration (minutes)
₹1,087
Average order value
2.45
Pages per session

What this project taught me

🗂️

Let users define the structure. Card sorting turned an internal debate about categories into a clear, fan-validated catalogue — Product Type and Team Affiliation won.

📱

Design for the real device. Going mobile-first from paper wireframes onward kept the experience honest about where fans would actually shop.

🚀

Good systems scale. Templatizing the store made white-label partner storefronts — and a standalone company — possible off the same foundation.

Information Architecture Card Sorting Wireframing Usability Testing E-commerce UI Design Systems White-label
Next Case Study
Journey Optimizations — Fixing the funnel