GoCapital - Full Case Study

GoCapital Auto Quest is a UX case study focused on improving the car-buying experience for first-time buyers. This project includes user research, interview synthesis, personas, journey mapping, wireframes, and high-fidelity prototypes. The full write-up will cover the problem space, the research insights that shaped the design, and the final solution aimed at reducing buyer stress and decision fatigue.

Overview

GoCapital is a tool designed for first-time car buyers who are trying to navigate a process that feels confusing, high-pressure, and financially overwhelming. I focused on users who are budgeting for the first time, comparing financing options, and unsure how to evaluate whether a car actually fits their long-term needs.

The goal of this project was to create a clearer, more supportive experience that reduces buyer’s remorse and helps users feel confident throughout the entire car-buying journey.

Our Team

  • Project Manager: Melody Berungan
  • Lead Designer: Wyatt Spicer
  • Lead Survey Researcher: Triston LaCroix
  • Lead Interview Researcher: Taivia Milligan
  • Lead Developer: Sumayya Ali

Capital One's Initial Design Challenge

Design a digital tool or interactive experience that meets first time car buyers where they are to demystify the car buying journey. Uncover perceptions, concerns, and assumptions first time buyers might have about purchasing a car. Design for meeting their needs in new and interesting ways, while helping create an understanding of the true cost of ownership and make informed decisions with confidence.

GoCapital's Segment of Interest

GoCapital will focus on a specefic sybset of young adults, specifically college-aged individuals who are planning or in the process of buying their first car.

Survey Findings & Insights

Knowledge of Credit Score

  • 58.2% of participants have checked their credit scores
  • 16.4% of know how to check their credit scores, but have yet to do so
  • 19.4% of are usure how to check their credit scores
  • 6.4% responded "not sure."

Credit Score Results

Car Finance Knowledge

Credit Score Results

How well do you understand how car financing works?

  • 47.3% Understand only the basics.
  • 30.9% Do not understand at all.
  • 20% Are confident in their understanding
  • 0.9% Understand but prefer not to take out loans
  • 0.9% paid for a vehicle in full

Do you understand how car financing works at banks or credit unions compared to dealerships?

  • 10.9% responded yes.
  • 60.9% responded no.
  • 28.2% responded somewhat.

How much guidance do respondents expect to receive (or did receive) from friends or family during the car-buying process?

  • 47.3% Understand only the basics.
  • 30.9% Do not understand at all.
  • 20% Are confident in their understanding.
  • 0.9% Understand but prefer not to take out loans.

Survey Question & Responses

Q1: What are your initial thoughts on car dealerships?

“Honestly, I think of them as overwhelming and sometimes intimidating. I associate dealerships with high-pressure sales tactics and hidden fees, which can make the process stressful. At the same time, I know they're necessary for access to new and certified cars, so it's a mix of caution and practicality.”

Q2: If you could design a resource to prepare first-time buyers, what kind of information would it include, and how would it be presented?

“I'd want something comprehensive but clear. It should include: Step-by-step guides for research, budgeting, and negotiating cost breakdowns including insurance, maintenance, and hidden fees and comparison tools for cars, dealerships, and financing options”

Q3: How reliable do you consider the information you've come across so far?

“It's a mix. Official sources and reputable automotive sites feel trustworthy, but forums and social media advice can be hit or miss. Sometimes the information conflicts, which makes it harder to know what's accurate.”

Results from Survey

We conducted a survey focused primarily on college students who were interested in, currently in the process of, or had purchased a vehicle in the past. We surveyed a total of 110 students and found a couple of interesting statistics:

  • 60% of the students said they did not understand how “car financing and budgeting works at banks/credit unions vs. dealerships.”
  • 83.6% of students said that short-form TikTok-style videos are slightly to very helpful in their learning process.
  • 97.2% of students answered that interactive tools & calculators would be slightly to very helpful in their dealership process.

Discoveries From Secondary Research

Interview Quotes Regarding the Car Buying Experience

“It was emotional and a financially stressful process.”

“Yeah, definitely. I use apps all the time to simplify things—like budgeting apps to track expenses, navigation apps to find faster routes, and even apps that remind me about maintenance or payments. They save time and help me stay organized without having to think about every little detail.”

“Yeah, mostly about getting scammed or stuck with a bad deal. I also worried about being talked into something more expensive than I could afford.”

“My family members accompanied me when purchasing my first car, it offered a lot of emotional support.”

"I have done a mix of things. I have spent time reading online articles and watching videos about car buying, researched financing and loans, and asked my family for guidance. Friends who recently bought cars also shared their experiences, which gave me some practical tips.”

“Interest rate, Apr, stuff like that. Yeah, just generally I feel like. I don't even know how I would describe it to someone else.”

Design Persona

Crystal Nguyen Persona

This persona represents Crystal Nguyen, a junior at UTD who relies on public transportation and needs a dependable car for her weekly commute. The profile outlines her frustrations with car buying, including pricing, insurance, and negotiation, along with the motivations that drive her search, such as independence, helping her family, and wanting a long-lasting vehicle. Her scenario explains how she discovers the app while trying to make sense of confusing information online, and her personality traits give insight into how she approaches decisions. Overall, Crystal helps guide design choices by highlighting the needs and concerns of first-time car buyers.

Problem Statement

“First-time car buyers often face uncertainty and confusion during the purchasing process. Our goal is to create an app that delivers clear definitions, practical calculators, and trusted resources to simplify this experience. By empowering users with knowledge and personalized insights, we aim to build confidence and help them find vehicles that truly fit their needs and lifestyles.”

Discoveries From Secondary Research

Lack of Knowledge

The FTC's qualitative study on first-time car buyers revealed widespread confusion, hidden costs, and a lack of transparency in the buying process. Most participants did not realize that add-on products (like warranties or GAP insurance) could be negotiated, and some even believed they had received them for free, only to later find hidden charges in their paperwork.

Market Research

The first step for car buyers according to CarGurus requires research about fair market value through their Instant Market Value (IMV) tool and price comparison at local dealerships and vehicle history reports.

Budget Accordingly

State Farm advises buyers to spend no more than 10-15% of their monthly income on car payments, while also considering insurance costs, fuel expenses, vehicle taxes, and maintenance fees.

Higher Prices

As car prices have increased, so have the related expenses and maintenance. The effect politics have had on car expenses has increased the amount of auto loans being taken out.

Loans

Car owners should use their bonus money and tax refunds to pay down principal amounts and make biweekly payments instead of monthly payments, and consider refinancing their loans for better interest rates.

Pre-Approval

Experts recommend that buyers check their credit scores and determine the value of their trade-in before visiting Kelley Blue Book or Consumer Reports for unbiased information about different dealerships.

Issues First Time Car Buyers Face

Key Issue 1

Buyers are unaware about hidden fees and are confused about terms

Key Issue 2

Some buyers suffer with anxiety and making big decisions

Key Issue 3

Most buyers prefer online purchasing rather than visiting brick and morter stores

Key Issue 4

When visiting a dealership, most buyers are unaware if they should practice negotiation

Ideation Goals

Education

Inform user of the most relevant information related to the car buying process

Comfort

Making the car buying process less stressful for the user.

Elevate

Going above and being the traditional car buying experience while building confidence with dealerships

Features

Flashcards / Kari's Tips

Features will have their own section in the menu after clicking the homepage, which explains the terms / glossary to be prepared for the car buying process

AI assistance

With the help of our car mascot, Kari, users will be able to chat with an AI assisted bot and be able to answers questions that may not have been answered

Car Estimate / Bank Locator

The car review will show the car, an estimate of the car with credit score, and an image of the car. The calculator estimates the payment + both have options to locate nearby banks and dealerships

Refined Features

  • Personalized menu with profile screen, login info, and sign-up option
    • Will be stacked as one section
    • Steps to take / Tips
      • Similar to the For You page, there will be a section where users can find the proper steps to take when buying a car, and some tips and tricks that aren't covered in the short-term content videos, or if it is, it'll be more expanded
    • Terms / Glossary
      • In this section, it will be next to the For You page and steps to take section as a sidebar
      • Explains all the terms / glossary items necessary when buying a car as a first-time buyer
    • Calculator / Car Review with Estimate (somewhat accurate)
      • For the car review, it will show a view of the car, an estimated price based on credit score, and general car details
      • The calculator will estimate the down payment, interest, and total loan amount needed
    • Profile:
      • Users' personal accounts include a favorites folder
    • For You page with short form videos, which are informational
      • In the home page, there will be a dashboard at the bottom of the screen, and if you press the home icon, it will take you to a For You page, similar to the FYP of Instagram, TikTok, or Facebook Marketplace
      • In this section, you will find short-form videos that are informational about the car-buying process

Design Principles

Contrast

We planned to utilize contrast in colors to enhance readability, keep balance, and place emphasis on different elements.

Hierarchy

We planned to use hierarchy to shift the user's focus to certain elements. We plan to showcase this through typography, color, and design elements.

Negative space

Our application is very information-heavy, and we plan to use negative space to give users space to take in information.

Proportion

Proportion is used to make the application aesthetically pleasing and balanced.

Lo-Fidelity Wireframes & User Flows

Crystal Nguyen Persona

After ideating, we decided to include a lower navigation bar and hamburger menu for usability. We wanted to focus on informational content and the GoCapital's main goals.

Crystal Nguyen Persona

This user flow illustrates how first-time car buyers navigate through the GoCapital app, beginning at login and moving through core features such as the Home Page, personalized profile options, a “For You” discovery feed, and an educational menu system. It maps out decision points and pathways that guide users toward key actions—like editing their profile, accessing calculators, viewing informational videos, and exploring deals—highlighting how the app supports both learning and decision-making throughout the car-buying journey.

Mid-Res Wireframes

Mid-Res Wireframe

These screens show the main structure of the GoCapital app, starting with a simple login page that leads users into the home dashboard. From there, the menu provides quick access to key learning tools like terms, step-by-step guidance, AI help, calculators, and bank or dealer information. Each section is designed to break down the car-buying process into smaller, easier steps, helping first-time buyers understand important terms, follow a clear workflow, and move through the process at their own pace.

Mid-Res Wireframe

These screens highlight the main tools inside the GoCapital app. Users can chat with the AI assistant for quick questions, use a built-in calculator for budgeting, look up bank and dealer contacts, browse educational videos, and manage their profile settings. Each feature is designed to support first-time car buyers with simple, easy-to-understand resources as they work through the car-buying process.

Brand Elements

Brand Logos

This graphic compares the GoCapital logo with Capital One's branding, showing how the student-designed logo draws inspiration from Capital One's color palette, curved motion line, and overall style while creating its own distinct identity for the project.

Elements

This style guide shows the visual foundations for the GoCapital app. It uses the Poppins typeface for clean, readable text, paired with a color palette inspired by Capital One's blue and red branding. Accent colors support contrast and hierarchy throughout the interface. The Siemens Industrial Experience Icon set reflects a simple, modern line style that keeps the UI consistent and easy to navigate.

Meet Kari

Our mascot, designed by Taivia, is named Kari, a playful and friendly car character that brings personality into the project. Kari's red and blue racing stripes, bright headlights, and cheerful expression help make the app feel more welcoming and less intimidating for first-time car buyers.

Prototype Development

Figma Prototype

This collection of Figma screens shows the full GoCapital app prototype, covering the entire user journey from onboarding to everyday use. It includes the login and sign-up flow, home page, educational steps, AI chat, dealer and bank search, calculators, saved items, document upload, and profile settings. The screens work together to show how first-time car buyers can move through the app, get guidance, compare options, and keep track of their progress in one place.

GoCapital's Solution

Our Solution

GoCapital's solution gives first-time car buyers a simple way to understand their finances and track their progress while preparing to purchase a vehicle. The app guides users from onboarding into tools that help estimate payments, compare loan options, and break down costs like insurance and maintenance. A personalized dashboard shows where they are in the buying process and what steps come next, making it easier to stay organized and confident throughout the journey.

Functional Prototype

GoCapital's solution gives first-time car buyers a simple way to understand their finances and track their progress while preparing to purchase a vehicle. The app guides users from onboarding into tools that help estimate payments, compare loan options, and break down costs like insurance and maintenance. A personalized dashboard shows where they are in the buying process and what steps come next, making it easier to stay organized and confident throughout the journey.

Video Prototype

GoCapital - Performance Indicators

This section outlines the key performance indicators for GoCapital by focusing on three areas that define success. From the user side, success means first-time car buyers feel confident, informed, and prepared throughout the car-buying process. For industry partners, success shows up as more knowledgeable customers, smoother interactions, and stronger trust. On a broader level, success contributes to financial literacy and reduces the risk of predatory practices, helping young and first-time buyers make major financial decisions with clarity and fairness.

Innovation

Goal: To increase user confidence for buying a car / the car buying process

With an algorithimic approach that provides similar features to Instagram Reels or TikTok, with an explore page of videos that are educational to watch and helpful to learn about the carbuying process, it will get more new car buyers to be more confident and start going to the dealership, increasing it about 20% of the normal confidence rate among young adults within the first year.

Investors

Goal: Have a decent scaled and sustainable product

By 2026, we plan on having a consistent year to year growth of app downloads and get more ROI by about 5% bwithin 4 years.

Users

Goal: Have a personalized onboarding as well as learning experience

75% of users set up with Capital One will have a personalized setup and 60% return rate within the first week.

Education

Goal: Help users feel prepared about the car buying process

There will be a 20% increase of users who are knwoledgeable , which increases their confiedence and preparedness and post learning assesments.

User Success:

  • Success means first-time car buyers feel confident instead of overwhelmed.
  • They understand key terms, know their financing options, can compare loan offers, and walk into dealerships prepared.
  • They find a car that fits their budget and lifestyle without feeling misled, pressured, or confused.

Industry Partners:

  • Success means more informed customers entering the market.
  • Dealerships, lenders, and credit unions spend less time overcoming confusion and more time building trust.
  • Partners benefit from higher-quality leads, improved customer satisfaction, and increased transparency—which reduces disputes or failed deals.

Humanity

  • Success looks like a world where people—especially young or first-time buyers—can make major financial decisions without fear or exploitation.
  • Improved financial literacy leads to fewer predatory practices, healthier long-term credit outcomes, and more equitable access to transportation.

Conclusion:

At the end of the day, the problem is pretty clear. First-time car buyers, especially students, are stepping into a process that feels confusing and intimidating because they do not have the information or confidence they need. GoCapital works to change that by giving them a simple, transparent, and personalized tool that helps them move through each part of buying a car. It helps students compare costs, get ready for conversations at the dealership, and understand what long-term ownership really looks like.

By making everything easier to follow, GoCapital turns a stressful experience into something manageable. This solution gives young buyers the practical support they have been asking for: clear information, better preparation, and the ability to make confident, informed decisions.

MovieHouse - Slide Deck

MovieHouse is an all-in-one app designed to replace the overwhelming number of disconnected tools used in dine-in movie theaters. Instead of juggling separate systems for scheduling, time punches, radios, training, payroll, theater assignments, guest alerts, and analytics, MovieHouse brings everything into one unified app.

The project focuses on real problems you experienced during nearly a decade of restaurant work: redundant apps, constant logins, inefficiency, and poor communication. Through sketches, wireframes, prototypes, and user scenarios, the app centralizes daily tasks for servers and managers, making shifts easier, faster, and less stressful for everyone.

View Fullscreen / Open Deck

LGBTQIA+ Research - UX Insights Deck

This project explores the experiences of LGBTQIA+ students on campus through secondary research, surveys, and interviews. The work identifies common issues such as feeling unsafe, lack of community, inadequate school support, and barriers to self-expression.

View Fullscreen / Open Deck

EchoBridge Tech – UX Insights Deck

This project helps Law Enforcement better communicate with the PEOPLE they protect and serve.

VIEW FULLSCREEN / OPEN DECK