Data Analytics

Your Team Is Arguing Over ROI Drops. Here’s the Real Culprit.

📅 August 4, 2026 📂 AI & Machine Learning

Stop the endless blame games over ROI drops. By treating ROI as a mathematical equation of traffic quality and conversion efficiency, teams can use a strict diagnostic funnel to pinpoint root causes. But beware: high GMV achieved through aggressive tactics can be a toxic pill that destroys your algorithmic ranking. Once you hit the mathematical ceiling of paid traffic, it’s time to pivot strategically, not squeeze harder.

Attribution Model Data Analytics E-commerce Livestream ROI Team Management

Stop Building Features. You’re Running a Business Machine.

📅 July 14, 2026 📂 Tech Industry

Most product managers treat monetization like a bolt-on — add a paywall, call it done. But real commercial product management is about building a business machine driven by data. Without data, you’re just guessing. This article shows how to use data to uncover hidden opportunities, pinpoint real problems, and design strategies that actually grow revenue without destroying long-term value. Stop building features. Start understanding your business formula.

Business Strategy Data Analytics Monetization Product Management