CONEST • CONCEPT

A zero browse grocery shopping experience

A zero browse grocery shopping experience

ROLE

Product Designer

timeline

Jan-April 2025

TEAM

Amruta Ranade (Mentor)

Solo Designer

skills

User Research

Product design

OVERVIEW

Finding someone to live with is often a shot in the dark

Who you live with and where you live affect your sleep, your safety, and your peace of mind. The information needed to make a good decision about the space or the person is rarely available up front. And when it is, there's no way to know if it's real.

SOLUTION

CoNest: find a roommate you don't dread living with

CoNest: find a roommate you don't dread living with

CoNest is a shared-living app for students and early professionals that helps users find matches based on day-to-day habits like cleanliness, schedules and guest policies, so you're not judging a living situation through rent, photos, and instinct alone.

BACKGROUND & PROBLEM

How do you even know it's real?

You're moving to a new city. Your job starts in three weeks. You don't know anyone. The listings are outdated, the photos are misleading, and brokers won't tell you who you'd be living with until after you've committed to the space. So you do what everyone does: ask around, stalk profiles on Instagram, and try to read between the lines of a two-line WhatsApp message from a stranger.

In the survey:

67%
Hygiene Conflicts

face hygiene conflicts in shared spaces

67%
Hygiene Conflicts

face hygiene conflicts in shared spaces

57%
Safety Concerns

distrust unverified roommates, citing safety risks

57%
Safety Concerns

distrust unverified roommates, citing safety risks

52%
Lifestyle Clashes

faced post-move lifestyle clashes, causing friction

52%
Lifestyle Clashes

faced post-move lifestyle clashes, causing friction

RESEARCH

Understanding where to begin and who I should prioritise

Understanding where to begin and who I should prioritise

Almost anyone could end up needing a roommate: students, working professionals, people moving cities, and people going through difficult life changes. But that's too broad to design around.

I mapped out six segments and looked for what they had in common. The strongest pattern emerged around students and early professionals. They were often making independent housing decisions for the first time, budget-sensitive, with limited time to evaluate options. That's who CoNest is built for.

INSIGHTS

KEY INSIGHT #1

Users built their own trust systems

KEY INSIGHT #2

Compatibility is about habits, not personality

KEY INSIGHT #3

The search is tedious and emotionally draining

scope

Help people make fewer bad decisions earlier in the process

It was tempting to solve everything from discovery to move-out, including contracts, bills, and chore tracking. But mapping the full journey made it clear that the most damage was occurring before people moved in. Most tools assume "if you show enough listings, the user will figure it out." But my participants were already overwhelmed with options and undersupported in judging their fit.

CoNest focuses on onboarding and compatibility profiling, discovering potential matches, and building trust before commitment.

CORE FLOWS

DESIGN DECISIONS

The Challenge

Where to place KYC verification. It was essential for trust, but added friction alongside the compatibility questionnaire.

My Decision

Let users explore first, then require verification before viewing full details. This reduced upfront friction while maintaining security where it matters most.

outcome

TAKEAWAY & REFLECTION

This was the first time I ran research from scratch. I made mistakes along the way, including asking leading questions and missing opportunities to probe deeper.

The biggest takeaway was that people don't always articulate their real problems directly. You have to recognise behaviours underneath and understand how those patterns should influence decisions.

Mentorship and repeated critique shaped a lot of this. Having someone challenge my assumptions helped me see blind spots I would have otherwise missed.

Thank you for being here.

Don’t be a stranger :)

© 2026 Garima Allahbadia. All rights reserved.

Always a work in progress.

Thank you for being here.

Don’t be a stranger :)

© 2026 Garima Allahbadia. All rights reserved.

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