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SwipeRight.io

GENERATIVE AI
DATING APP

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Role —  Product Designer

CD — Robert Redmond
Category —  Mobile

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Online dating has become increasingly popular in recent years, offering a convenient platform for people to connect and potentially find love or companionship. However, this digital landscape is not without its fair share of challenges. Here are some of the key hurdles individuals often encounter when navigating the world of online dating:

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  1. Crafting your profile within dating applications is integral to the matchmaking experience.

  2. Research shows that users, especially men, struggle with presenting the best version of themselves digitally.

  3. Men believe their online dating presence is a major reason for not finding their ideal partner.

  4. Online dating has become increasingly popular.

  5. It offers a convenient platform for people to connect and find love or companionship.

  6. Challenges in the world of online dating include:

       -  A focus on appearance over qualities.

       - Difficulty in getting matches.

       - An imbalance in gender ratios with twice as many men.

       - Incomplete profiles.

       - Inactive users.

       - The perception of looking better in photos than in real life.

       - Men have to deal with catfishing and fake profiles.

       - For women, just 3/4 first dates result in second dates, making the odds of a bad date even higher for men.

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Challenges 

Intro

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To Improve Online Dating Experience for Men:

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The primary objective of this project was to utilize Generative AI to address the problem and create a more functional app.

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- Allow individuals to showcase their personalities beyond physical appearances.

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- Introduce SwipeRight.io, a personalized learning assistant, which coaches users on optimizing their profiles.

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- Provide recommendations and feedback for each part of the user's profile.

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- Coach users to optimize their profile format for their desired audience, clarifying that AI is not replacing their personality but guiding the process

Solution

Research

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Surveys

Develop surveys for potential app users. Ask about their online dating experiences, issues, and desired improvements. Use both closed and open questions for data collection.

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User Interviews

Conduct one-on-one interviews with 20 users to gain deeper insights into their experiences, needs, and preferences. Explore their behaviors, motivations, and frustrations related to online dating

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Competitor Analysis

Our research shows that Hing is the leading dating app, with about 90% market usage. We've also examined other popular dating apps to assess their features and strengths.

Design Journey

Profile Optimization Interaction Architecture

SIGN-UP FLOW
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Recommendations during profile creation
SIGN-IN FLOW
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User revisits and sets preferences (initial recommendations)
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Preferences set
(over-time recommendations)

Transform core features into wireframes depicting user interactions, data processing, and UI outcomes. Include an AI Feature Documentation table for actions, data, processes, and expected results. Consider:

  • Data readiness for desired outcomes.

  • Needed contextual data.

  • Potential additional features for initial or future releases.

  • Questions to address with the prototype.

Information Architecture (IA)
and Wireframing

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Utilizing the white paper and initial sketch, depict the points of user interaction within the AI solution. Provide a comprehensive explanation of the underlying processes, data sources, and the final outcomes delivered to the user.

Take into account potential deviations from the intended user path or external factors that could influence the interaction flow.

Furthermore, consider the acquisition or creation of necessary data. Determine whether specific data definitions are required for the system's operation and assess the availability of such data. Address the critical points in the flow where data plays a pivotal role. These are the concerns and questions I have endeavored to address.

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Initial Feature Definition & Prototyping Core Features

High Fidelity Wire-frame

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UI and Design System

User Experience (UX) design is an iterative process that never truly concludes. As I endeavor to enhance the user experience, I concurrently engage in the development of the design system to ensure its readiness for the final product. Once I finalize the design system, the plan is to invite two designers to join the team. Their role will be to update the UI and handle production work, ensuring that everything is well-prepared for the developers

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Outcomes

the results showed significant improvements with the new product utilizing GAI innovation. The improvements include:

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- Improved Matchmaking Algorithm by 38%

- Increased Match Success Rate by 35%

- Profile Engagement by 10%

- Realistic Representation by 8%

- Enhanced Security Measures by 1%

- Success Rate of First Dates by 8%

- Average time on site increased by 1 minute and 38 seconds.​

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SWOT

Internal and External
 

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