Beyond Gut Feeling: Quantifying App User Needs with a Multi-Dimensional Data Analysis Matrix As developers, our greatest fear isn't writing complex code; it's writing code that nobody uses. Product roadmaps are often dictated by the loudest voice in the room or pure intuition. However, this lack of rigorous data analysis inevitably leads to wasted development sprints and poor ROI. In reality, your most powerful product decision database is hiding in plain sight: the massive volume of user reviews across App Store, Google Play, Huawei, Xiaomi, and 8+ other app stores. Yet, user reviews are quintessential unstructured data—filled with emotional rants and fragmented descriptions. Manual reading cannot scale into effective app review analysis. What you need is a stringent data analysis framework to transform this raw text into quantifiable product metrics. NeedRadar is an AI-driven data analysis platform built exactly for this purpose. It goes far beyond simple keyword extraction.…