How might we help first-time users discover something they genuinely want to watch within their first 60 seconds on the platform?
The primary goal of this product is not to recommend more movies.
The goal is to help first-time users confidently decide what to watch within their first 60 seconds.
Users often spend 15–20 minutes browsing multiple OTT platforms without choosing anything to watch. Through this case study, I explored the cold-start problem in movie discovery and designed a mobile-first onboarding experience that delivers a personalized recommendation within 60 seconds. Rather than optimizing for more recommendations, the proposed solution focuses on reducing decision fatigue and increasing user confidence through mood-based onboarding, swipe interactions and contextual recommendations.
Streaming platforms have solved content availability. They haven't solved content confidence.
Today, viewers have access to thousands of movies and TV shows across multiple subscriptions, yet many still spend several minutes searching before making a decision or leave without watching anything.
This project explores how product design, behavioural psychology and lightweight onboarding can reduce that friction and help users discover something worth watching quickly and confidently.
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More Content → More Choices → Decision fatigue → Delayed watching → Poor first experience
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Understand Intent → Build Confidence → One recommendation → Play movie
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• I assume users are willing to answer two or three onboarding questions if they receive noticeably better recommendations.
• I assume content metadata is available and reliable enough to support mood-based recommendations.
• I assume reducing browsing time will improve first-session satisfaction.
Users usually open an OTT platform with the intention of watching something, not browsing endlessly. However, many spend several minutes switching between recommendations, genres, trailers and even different streaming platforms before making a decision. In many cases, they either postpone watching or replay familiar content instead of discovering something new.
This observation suggested that the challenge wasn't content availability, it was helping users make a confident viewing decision quickly.
