Introducing WorkLyn

Every Android team hits the same wall: reviews arrive faster than anyone can read them, and the signal — the crash nobody caught, the feature everyone wants — gets buried in the noise.

WorkLyn syncs your Google Play reviews, classifies each one by sentiment, urgency, and category, and surfaces the trends that matter. When something spikes, you hear about it. When a reply is needed, a draft is ready.

This blog will cover how we think about review analysis, the engineering behind the sync and AI pipelines, and practical playbooks for turning reviews into a roadmap.