Project details
Client:
Kayyo
Tool:
Notion, Miro, Figma, Google Meet, Slack
Audio Workouts - Expanding an AI MMA App Beyond Beginners
Advanced MMA users were dropping off early because the app forced them through beginner content, Audio Workouts re-engaged them by letting experienced fighters train immediately, hands-free.
The problem
The app’s onboarding and core loop were designed primarily for beginners.
While this worked well for new users, it created friction for experienced MMA athletes.
What was happening:
Pro and advanced users had to complete basic stages first
Early sessions felt boring and restrictive
Some users churned before reaching advanced content
Why this mattered to the business:
High-intent users (advanced fighters) were leaving early
The product positioned itself unintentionally as “only for beginners”
Retention and lifetime value were capped by a narrow audience
Product goal
Design a feature that:
Lets experienced users train immediately
Fits naturally into the existing core loop
Expands the app’s audience from beginners only → all skill levels
Increases early engagement and retention
My role
Product Designer (feature owner)
I worked closely with PMs, engineers, and AI/ML stakeholders to:
Shape the feature concept
Design the end-to-end user flow
Define UX requirements for generation, playback, and saving
Balance user needs with business and technical constraints
Key insight
Advanced users don’t want guidance, they want control and speed.
Unlike beginners, they:
Already know techniques
Often train alone
Want flexible, hands-free sessions they can start instantly
This insight reframed the solution:
The feature shouldn’t teach, it should enable training.
Why Audio Workouts?
Audio workouts had existed before, but were removed when the product focused purely on beginners.
We decided to re-introduce them with a different role:
Not as the main learning method
But as a fast, flexible training mode for advanced users
This aligned with:
Solo training habits
Real-world MMA routines
Hands-free usage during intense workouts



