Karan Singh Bhatoa
UX / UI Design · Self-Initiated · 4 Weeks
Casa
Palette
Reimagining the home décor shopping experience — from overwhelm to confident, personalised discovery.
Figma · FigJam · Useberry
6 Weeks
TIMELINE
5
Users Interviewed
5
Platforms Audited
87%
Predicted Style Match Score

How might we help home décor shoppers find products that match their existing space?
02 Research & Discovery
5/5 participants successfully completed a product search and checkout flow without assistance. 3/5 noted the filter system was the most helpful feature. Homepage simplification in the second iteration reduced time-to-first-click from an average of 12 seconds to 6 seconds.

Competitive Audit
Company | ✓ | ✗ |
|---|---|---|
West Elm | Editorial quality | Poor personalisation |
CB2 | Beautiful photography | Weak search & filter |
Article | Room visualisation | Not discoverable |
Wayfair | Powerful filtering | Cognitively overwhelming — 30+ options |
IKEA | Room visualisation available | Buried 3+ clicks deep |
METHOD
5 user interviews + industry secondary research + competitive audit of 5 platforms
"None of the audited platforms offered style-based onboarding to personalise the browsing experience from first visit."
"
I know what I like when I see it, but I can't describe my style and I have no idea what will actually look good together.
Martin, 31 — First-Time Homeowner · Primary Persona
03 Define & Ideate

Design Principles
1
Reduce choice overload
Progressive disclosure over overwhelming catalogues
2
Reduce choice overload
Show items in real rooms, not just on white backgrounds
3
Reduce choice overload
Anticipate doubt and address it in the product page
4
Reduce choice overload
Not everyone knows what 'japandi' or 'coastal grandmother' means
Four key features designed to solve the research-validated pain points — each addressing a specific failure mode in current home décor e-commerce.
1
PERSONALISATION
Style Quiz Onboarding
A 5-question visual quiz — 'tap the room that feels most like you' — generates a personalised style profile and curates the homepage instantly.
3
DISCOVERY
Similar Room Builder
From any product page, explore other items purchased together in verified real customer rooms — social proof meets discovery.
2
VISUAL FILTERING
Room Context Filter
Toggle between white-background studio shots and real in-room photography at any point during browsing — without losing your place.
4
TRUST
Confidence Indicators
Product pages show a fit score, real-world dimension comparisons, and visible return policy — designed to eliminate pre-purchase doubt.
04 Design Process
User Flow
The primary purchase flow mapped as: Onboarding (style quiz) → Homepage (curated feed) → Category Browse → Product Detail → Cart → Checkout. Secondary flows: Wishlist, Room Board, and Order Tracking.

Casa Palette App
Wireframes — Low Fidelity
Three homepage layouts were explored — masonry grid, editorial, and hybrid. Informal user feedback strongly preferred the editorial layout, described as “more premium” and “less like scrolling forever.”

High-Fidelity UI
The final visual design uses warm neutrals — cream, terracotta, muted sage — that mirror the product palette itself. Typography combines a serif display for editorial headings with clean sans-serif for UI. Every product card shows both a white-background and in-room photo option.


05 Prototype & Testing
5
Participants
3
Tasks Tested
3
Iterations Made
Usability Testing
Unmoderated test via Useberry. Tasks: (1) complete the style quiz and reach the personalised homepage, (2) find a sofa under $1,200 in a minimalist style, (3) add an item to a Room Board.
Results
-
Style Quiz: 5/5 completed, average 90 seconds. All described it as "quick" and "fun"
-
Product search: 4/5 completed. 1 participant skipped the style filter and used search directly
-
Room Board: 3/5 completed without help. 2 were confused by the icon — expected a text label
Iterations Made
-
Added text label "Save to Room" alongside the bookmark icon on product pages
-
Made the style quiz skippable with a clear "Skip for now" link
-
Reduced quiz from 8 questions to 5 after participants showed fatigue at question 6
06 Outcomes & Reflections
Business Impact Hypothesis
The style quiz onboarding and in-room photography directly target the two leading causes of home décor returns. If implemented, a 15–20% reduction in return rate for quiz-onboarded users and a measurable increase in add-to-cart rate from product pages featuring in-room imagery is a reasonable hypothesis.
What I Learned
-
Personalisation only works if users trust the quiz — visual format (tapping room photos) was far more engaging than a text questionnaire would have been
-
Icon legibility matters enormously in e-commerce — established conventions should only be broken with a very strong reason
-
The competitive audit was the most valuable research activity — the gaps in existing products made the opportunity space immediately clear









