Athlete UGC Pipeline for Anothr Lap
A structured, multi-surface system for athlete submissions, moderation workflows, and personalized race discovery.
Details
Anothr Lap
Client
Role
Lead UX Designer
End-to-end ownership from research through shipped components.
Timeline
Q2 2025 - Q1 2026
Product management, engineering, data science, endurance athletes
Collaborators
Due to product confidentiality, certain data, metrics, and implementation details have been simplified or anonymized.
The design approach and system thinking reflect the real project work.
💌 Get in touch to learn more.
Background
Anothr Lap is a race discovery platform, built to turn scattered athlete opinions into structured race intelligence, for athletes (beginners to pros)who deserve better than paywalls and Reddit threads.
The Problem
Want clear athlete feedback to understand perceptions, compare with past years, and guide improvements
The Users
Runners, triathletes, and trail racers seeking real race tips from fellow athletes, tired of scattered Strava/Reddit reviews.
Use Case
🔍 Discover a race
Search by sport, location, or difficulty, surfacing peer-reviewed races with structured metadata.
📋 Evaluate with peer intelligence
Read structured athlete reviews: difficulty, terrain, vibe, and classifications, all in a common vocabulary.
Check submissions, keep data accurate, and make sure every published review is trustworthy
✅ Submit their own review
After racing, contribute structured feedback that helps the next athlete make the same decision with more confidence.
Research
Interviews · 12 pro athletes · 16 beginners · 6 race directors
Beta Surveys · 148 responses
Weekly Moderation Reviews
Hotjar Session Replays
