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Generative AI Experiment Project

ESPN

Presentation

Timeline

Deliverables

Tools

Experiment Project at ESPN Fantasy Team

Embracing new Generative AI tools like Midjourney and DALL·E, our manager launched a fun, experimental design exercise. Each team member was randomly assigned a feature in the app to redesign using AI-powered creativity.

Feature Design Owner
I wielded MidJourney V5 and ChatGPT (GPT-4) to transform ESPN Fantasy’s League Manager Tool with a Star Wars twist. Starting with a UX audit and competitor analysis, I fine-tuned AI prompts through Discord, achieving the perfect MidJourney visuals. To boost fan engagement, I added AI voiceovers with background music, sprinkling in Easter eggs for Star Wars fans. The final prototype was unveiled at our Fantasy Arcade Workshop.

The #1 Most-Played Fantasy Football Game

1996
Since
> 20 M
User
4.8/5.0
iOS
4.6/5.0
Android

ESPN Fantasy app lets you create and join leagues, draft players, make trades, and manage your teams as you compete with friends and family based on real-life game performances. It's all the thrill of sports, right at your fingertips! From football and basketball to baseball, hockey, and beyond, ESPN Fantasy offers a variety of sports and mini pick'em games to keep the competition alive.

The #1 Most-Flavorful Fried Chicken Experience

1972
Since
+3,705
Restaurant
10/10
Chicken Sandwich

Popeyes is all about bringing the bold, vibrant flavors of New Orleans right to your plate. Since day one, Popeyes has been serving up crispy, spicy fried chicken inspired by the rich culinary traditions of the South. Whether you’re savoring a classic chicken sandwich or diving into a box of tenders, Popeyes delivers that Louisiana flavor with every bite.

Experiment
Goals & Constraints

01

Even though it wasn’t a real project, we needed to ensure solid UX principles guided every feature tweak.

02

We could only work on this during project downtime after completing our sprint tasks, using two sprints to balance speed with creativity.

03

Everyone shared insights with the team, leveling up our knowledge of Generative AI and design as we explored these tools together.

04

Remember to have fun!

This project is purely experimental and does not reflect any business development considerations from ESPN Fantasy as a brand or product. It showcases my ideas on making the product more engaging and fun, as well as my proactive involvement in a team design experiment.

Auditing the Data Hierarchy

I started by assessing the data hierarchy on our current League tab screen. The League Manager’s mission is clear: first, access key team data such as matchup scores, standings, projections, and other essential league management data sets; second, easily navigate to the League Manager Tool for managing team settings. This tool tab is crucial for fine-tuning league operations.

Evaluation Result

Well-Structured Data Tabs

The current tabs are organized by how often League Managers access each dataset. Prioritizing Standings directly under the league card creates a clear, logical hierarchy. This setup aligns well with how League Managers need to interact with data.

Data Tab is Solid, But Could Use a Jedi’s Visual Flair
Strategic Redesign #1

Enhancing Data Visualization

By grouping related datasets into visually distinct sections. This would allow League Managers to scan data more easily, enhancing clarity in the hierarchy. It simplifies navigation and makes the user experience more intuitive.

Strategic Redesign #2

Improving Key Tab Accessibility

The League Manager Tool is currently hidden among tabs. Elevating it as a standalone button with visual prominence will make managing teams more efficient.

Strategic Redesign #2

Ensuring Visual Consistency

Redesigning the League Manager Card requires maintaining consistency with the Standings card while ensuring they are visually distinct to highlight functionality differences.

Exploring Competitors' Visual Storytelling

The League Screen functions much like account settings but at the league manager level. I focused my competitor analysis on account screens from top competitors, while also exploring modern UI designs I admire. A key insight was how many apps leverage avatars as visual storytelling tools, creating an emotional connection with users and amplifying their presence. This approach taps into the psychological impact of personalization, a well-established UX/UI practice in gaming products.

A Hypothetical Framework for User Growth

My competitor analysis showed that top brands use avatar-based storytelling and personalization to drive engagement. Although this was an experimental project, I approached it with a conversion-focused mindset. This framework supports my design choices, aligning engaging experiences with potential business growth.

The Generative AI Force Awakens
Personalization Avatar

I proposed using movie avatars for League Managers, building on ESPN Fantasy's character-based logos. I generated Darth Vader to connect sports and Star Wars fans, making avatars the central storytelling element.

AI-Inspired UI

I designed the new data tabs' UI around the Darth Vader visual theme for consistent visuals. To boost readability, I added data labels atop each group, enhancing the League Manager’s ability to access data efficiently.

MidJourney’s Iteration

I spent 40 minutes using reference images, aesthetic styles, and nearly 80 image generations to achieve the final result.

Prompt Tuning

Instead of using ChatGPT for prompts, I wrote my own, knowing the visuals I wanted. The most useful part was learning "style words" from other creators on Discord, which helped me get the desired result.

From Feedback to Finish: A New UI Hope

I presented this interactive prototype at our team design crits, featuring glassmorphism, gradients, and a dark mode-first approach. Inspired by the Darth Vader avatar, the design incorporated Star Wars theme music and James Earl Jones' AI voiceover to enhance the multimedia gaming experience.

Based on team feedback, I refined the dark mode UI, reverting to a listed UI pattern for data tabs to ensure consistency with our existing interface. This adjustment eased the user experience by aligning the new design with the familiar UI, helping sports fans transition seamlessly.

Key Learnings
1
Design Tradeoff

Facing time constraints and MidJourney V5’s limitations, I creatively shifted Star Wars avatars to dog and cat-like characters, using ChatGPT to craft fun Star Wars team league names. This approach enhanced visuals and added a playful, unique touch. Balancing fun experimentation with problem-solving, I enjoyed every moment of this Gen AI journey!

2
LLMs
Business

In this GenAI project, I identified two AI-driven workflow enhancements: first, using LLMs as designer assistants to generate moodboards, analyses, and visuals from problem statements; second, creating production-ready, scalable components for easy editing. These tools reduce iteration time, allowing designers to focus on creative and strategic work, making the process more efficient and impactful.

3
User Research
with AI

A key goal in this project was balancing sprint tasks with downtime work, limiting my time to explore UXR data on sports fan behaviors. I envision an LLM use case where AI could guide designers on the most effective qualitative and quantitative UXR data to investigate, ultimately generating affinity maps and personas to enable more informed design decisions and tailored experiences.

Project Concept in Action

Source: Adobe Blog

Last July in 2023, I envisioned how LLMs could assist designers with foundational creative work. Fast forward to October 2024, Adobe has launched Project Concept at Adobe Max, a feature closely aligned with my key takeaways! It’s exciting to see Gen AI progress, and I’m eager to keep learning and sharing insights to help fellow creatives grow. Interested in learning more? Check out Adobe's blog here or join the beta below.

Note: This case study is independently created, with no sponsorship from Adobe.

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