Author: shihcy

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Spotify (goal: more listening time)Spotify learns what you like—artists, songs, moods—and builds playlists (Discover Weekly, Daily Mix) that feel made for you. When the…

PulsePoint’s dilemma over whether to launch a generative AI salesbot isn’t really about technology — it’s about strategy, risk tolerance, and trust. After reading…

Speaking up risks short-term pain: a strained relationship with your manager, being labeled “difficult,” even losing the internship before it starts. The case makes…

Slack: Retention through reassuranceWhen Slack disconnects, it immediately offers context (“Check your internet connection”).   For other errors, there will be a link to…

Spotify(conversion→lifetime value).Spotify uses free to build habit, then places the pay point at pain: ad breaks, skip limits, lower sound quality, and offline download….

Netflix(recommendation-heavy → engagement time).Netflix pushes you into watching right away. The home page is rows, autoplay, and “Because you watched…”. Search exists, but most…

Amazon (speed-optimized → conversion rate).Amazon’s checkout reduces time-to-purchase: address, payment, and shipping choices are collapsed into clear sections; and most people have inputted this…

Instagram (social): Optimizes for immediate value—seeing friends. The flow pushes account creation: a quick profile (name, email, passwords, username) is all it’s needed. Alternatively,…