Product sense pushups: personalization November 30, 2025 For Spotify personalization drives a huge chunk of listening through algorithmic playlists (Discover Weekly, Daily Mix), optimizing for listening time to achieve as much… Continue Reading
CASE STUDY: Follow Dubious Orders or Speak Up (Internship Ethics) November 29, 2025 As the article mentioned, denying the requests of your superior when starting out definitely makes it seem as though you are difficult to work… Continue Reading
Product Sense Pushups: Personalization Strategies — Customization vs. Automation – Pratham Hombal November 29, 2025 Spotify, Linkedin, and Tiktok use different forms of personalization to drive a return on investment for core business metrics. Spotify optimizes through one core… Continue Reading
CASE STUDY: Follow Dubious Orders or Speak Up (Internship Ethics) – Pratham Hombal November 29, 2025 The case captures a dilemma that feels extremely realistic as a past intern. With such limited power, speaking up risks your job, your reputation,… Continue Reading
Product Sense Pushups: Crisis Management — Error States and Recovery – Pratham Hombal November 29, 2025 In Slack, error handling is important when messages don’t send or channels don’t sync. Even though this sounds like just a missed interaction, it… Continue Reading
Protected: BUSINESS: Should We Deploy a Gen AI Salesbot? — Barry November 29, 2025 There is no excerpt because this is a protected post. Continue Reading
Should We Deploy a Gen AI Salesbot? – Varsha Saravanan November 26, 2025 I would recommend that PulsePoint catch the Gen AI salesbot wave so it does not lose its competitive edge as the market warms up… Continue Reading
Product Sense Pushups: Personalization Strategies – Varsha Saravanan November 26, 2025 Spotify, LinkedIn, and TikTok all use personalization to drive business metrics, but they achieve different goals and get varied streams of ROI from it…. Continue Reading
Follow Dubious Orders or Speak Up – Varsha Saravanan November 26, 2025 Speaking up in a place where a majority consensus goes unchallenged, or where an issue has to be raised against a boss, can be… Continue Reading
How Different Apps Personalize to Drive Core Metrics November 25, 2025 Spotify, LinkedIn, and TikTok each lean on personalization, but their strategies reflect fundamentally different business incentives. Spotify optimizes listening time, so its personalization is… Continue Reading
