China Watch

Chinese perspectives on trending topics — tech, society, culture, and daily life

Traffic Is a Vanity Metric: Why the Most Popular AI Tools Are Doomed in the Enterprise

Jefferies recently exposed a shocking paradox: the most popular AI office tool scored dead last in capability tests. While individuals pay out-of-pocket for AI efficiency, enterprises remain paralyzed by adoption and pricing traps. The true bottleneck isn’t model IQ, but hidden engineering layers and 37-year-old legacy data moats. Subscription economics are dead; the enterprise ledger war has just begun.

Your City’s Personality Is a Lie. The Truth Is in the Shopping Cart.

We love to stereotype cities by their food, but Sam’s Club’s 35-city shopping data shatters these myths. From the Northeast’s obsession with clean eating to Sichuan’s love for raw shrimp, the data reveals a deeper truth: we aren’t defined by regional culture anymore. We are defined by a standardized middle-class supply chain and our shared, desperate need for health, order, and emotional escape.

Social Giants Are Losing to an Anxiety Relief Tool

A 25-person team built an app with zero technical moat and still hit 20 million global downloads. Why? Because they realized couple communication isn’t about chatting—it’s about managing anxiety. By turning toxic check-ins into seamless battery and location sharing, they built an emotional fortress that giants can’t replicate.

The EU’s AI Act Isn’t Protecting You. It’s Subsidizing China.

The EU’s enforcement of the AI Act via RFIs is a geopolitical bluff. By targeting compliant US labs while Chinese models flow freely through unregulated APIs, Europe is inadvertently subsidizing authoritarian AI ecosystems. The threat of massive fines lacks structural leverage, risking the region’s transformation into an isolated ‘open-air museum’ disconnected from the technological frontier.

Traffic Is a Lie. Why Your Product Roadmap Is a Graveyard

We’ve normalized digital whiplash, calling it an “app ecosystem.” But true product brilliance isn’t about aggregating features or chasing traffic. It’s about mapping the user’s natural behavioral flow. If your users have to leave your app to complete their next logical task, your product roadmap is just a feature graveyard.

You’re Wrong About the Homestay Platform War

Everyone is watching the download curves and listing counts of the homestay war, but they’re looking at the wrong metrics. The real battle has shifted from raw supply to ecosystem depth. Muniao, Tujia, and Meituan are all trapped by their own structural ceilings. Here’s why the current rankings are a mirage, and who is actually positioned to survive the coming quality war.