Product Sense Pushups: Personalization Strategies — Customization vs. Automation November 19, 2025 Spotify A large part of Spotify’s personalization comes from the playlists and mixes they provide. These are based on songs, artists, and genres the… Continue Reading
BUSINESS: Should We Deploy a Gen AI Salesbot? November 18, 2025 Cutting Edge Deploying the AI chatbot immediately could revolutionize the company and put them on the offensive as desired. In the best case scenario,… Continue Reading
CASE STUDY: Follow Dubious Orders or Speak Up (Internship Ethics) November 13, 2025 The Risk of Speaking Up In this case study, in contemplating voicing the ethical concerns to a superior, or even a superior’s superior, there… Continue Reading
Product Sense Pushups: Crisis Management — Error States and Recovery November 13, 2025 Slack Slack’s error handling is pretty streamlined. Either the error message or ‘check network’ suggestion appears, then comes a button to retry executing the… Continue Reading
Paywall & Upgrade Flows November 7, 2025 Spotify Spotify has their premium conversion tab on the main navigation bar of the app, at least on the mobile version. On this page,… Continue Reading
Product Sense Pushups: Discovery Patterns — Search and Browse October 30, 2025 Recommendations The Netflix recommendation algorithm provides the user with personalized suggestions while also highlighting the content that is generally popular across the platform. Thus,… Continue Reading
Fitpulse Reflection October 28, 2025 My experience thus far into this class has been very positive in a way that I was not expecting. As a computer science major… Continue Reading
Product Sense Pushups: Purchase Intent — E-commerce Checkout October 22, 2025 First, I investigated Amazon’s checkout flow. After navigating to the checkout through the cart, I was met with the “need anything else?” screen. Today’s… Continue Reading
Product Sense Pushups: Onboarding October 16, 2025 Starting with Instagram, that has a pretty standard onboarding process for social platforms, not much is required. Once the user inputs the necessary information… Continue Reading
