
Observation & Insights
By using affinity mapping, I organized interview codes and interesting quotes were categorized into 3 main categories, revealing key driving forces behind premium plan subscriptions, including factors like content downloads, ad avoidance, and a favorable Cost Performance Index (CPI). Additionally, the analysis delved into the emotional aspects, both positive and negative feelings, as well as methods for presenting information, including passive ads and emails.

Meet Lily
Meet Lily, a 20-year-old college student who is very tech-savvy, efficient, and organized. She loves to listen to music, podcast, or meditation apps, and she enjoys creating her own playlist and albums. Lily’s persona embodies the primary motivations for subscribing to premium services and the common frustrations associated with freemium models, as revealed in the interviews.
I also crafted a user journey map for Lily, tracking her her journey from content download to premium subscription selection, highlighting her key interactions and steps in achieving her goal.