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MOBILE PRODUCT DISCOVERY - UX/UI DESIGN 

Tellfind

Helping people move from “Which device should I buy?” to making a confident choice without opening a dozen tabs.

MY ROLE

UX research, interaction design, UI design

PLATFORM

Mobile app

TEAM

Independent Student project 

TIMELINE 

8 Weeks

Hero Page.png

Tellfind combines guided discovery, focused comparison, and personalized recommendations in one mobile experience.

THE CHALLENGE 

Tech shopping gives people more information—but not always more clarity.

Finding the right device often means jumping between retailer pages, reviews, videos, and specification charts. The information exists, but it is scattered, difficult to compare, and rarely connected to a person’s real needs.

The design challenge: How might I help shoppers narrow their choices, understand meaningful differences, and make a confident decision in one place?

MY CONTRIBUTION

I connected research insights to a focused product experience.

01  Discover

Framed the problem

I explored where device shoppers lose time, what creates doubt, and which information they need before choosing.

02  Define

Set priorities

I translated findings into a clear journey centered on discovery, comparison, and decision confidence.

03  Design

Built the experience 

I designed and refined mobile flows for voice search, smart filtering, comparisons, and personalized recommendations.

CORE INSIGHT

People do not need every specification. They need help understanding which differences matter for the way they will use the device.

Interview participants repeatedly described doing their own research, checking multiple sources, and struggling to get useful help while shopping.

RESEARCH

Understanding how people choose technology

Rather than starting with features, I focused on the decisions people were trying to make. I interviewed five participants and synthesized their responses with an affinity map and empathy map.

01

02

03

Five user interviews 

I asked what triggers a device purchase, how people research options, and where the shopping experience becomes frustrating.

Heuristic evaluation

I reviewed popular technology shopping experiences and found cluttered layouts, weak filtering, and inconsistent navigation that slowed decision making.

Synthesis & Mapping

I used affinity and empathy mapping to group repeated needs: fewer disconnected sources, clearer language, stronger comparisons, and more guidance.

FROM EVIDENCE TO DIRECTION 

Three principles guided the design

01 

Ask about needs first

Use goals, habits, and budget to narrow the search before presenting technical details.

02

Make comparison meaningful

Highlight differences that affect the user instead of presenting dense, identical-looking specification lists.

03

Build confidence gradually

Explain why a recommendation fits and let users adjust the inputs that shaped it.

KEY DESIGN DECISION

Turn a broad search into a guided conversation

A standard search bar assumes users already know the right product language. Tellfind supports voice search and smart prompts, helping people describe what they need in familiar words. This became especially important after testing showed that the original voice assistance icon was confused with customer service.

INSTEAD OF 

“Enter a model or specification”

A blank search field that requires product knowledge.

TELLFIND ASKS 

“What are you looking for”

A guided starting point based on real goals and constraints.

Search evolution.png

THE SOLUTION 

A clearer path from question to choice

01

Describe the need

Users can speak or type what they want, even when they do not know the technical terms.

Voice search.png

02

Narrow the options

Smart filters help users focus on factors such as budget, use case, and preferred features.

smart filter screen.png

03

Compare what matters

A focused comparison view makes key differences easier to scan and understand.

focused comparison.png

04

Choose with confidence

Personalized recommendations explain why a device fits instead of presenting a mysterious ranking.

recommedations.png

Testing and iteration

Evolution of the product

voice evolution.png

Voice control was unclear 

Participants could not reliably distinguish voice assistance from customer service. 

Design response

I simplified and clarified the voice-command control and removed the customer service icon, making its purpose  easier to recognize.

Order confirm.png

Confirmation lacked reassurance

Participants wanted more information about what would happen after purchase.

Design response

I expanded the confirmation content to set clearer expectations and reduce uncertainty.

Search exp.png

Visual meaning was weak

The hero image and similar voice controls made the screen's purpose difficult to understand. 

Design response

A clear hierarchy separates search, voice input, categories, and product discovery.

OUTCOME

Evidence and honest reflection.

I tested the high-fidelity prototype in six moderated usability sessions. Participants responded positively to the interface and completed the assigned tasks, while also exposing problems with carousel imagery, text readability, filtering, the voice icon, payment choices, and purchase confirmation.
I used those findings to revise the most confusing content and controls before producing the final prototype.

Next measurement

In a future round, I would capture task completion, time on task, filter errors, and confidence ratings to measure whether the revised experience helps shoppers reach a shortlist faster.

Reflection

What I learned

Tellfind taught me that simplifying a technical decision is not about removing information at random. It is about understanding what users are trying to accomplish, then revealing the right information at the right moment.


If I continued the project, I would test the recommendation logic with a wider range of shoppers, improve accessibility across voice and touch interactions, and measure whether users can reach a confident shortlist faster.

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