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Digital Planet
Digital Planet
Mar 25, 2026 · Industry Insights

How Luzhou Laojiao’s “Digitalization 3.0” Is Redefining Liquor Channel Management

Luzhou Laojiao’s 2023‑2026 digital roadmap, highlighted by a 1.1 billion‑bottle opening milestone, shifts channel allocation from inventory‑based to opening‑rate‑based logic, dismantles the traditional “black‑box” between manufacturers and distributors, tackles price inversion, and drives precise resource penetration into county‑level markets, illustrating a data‑first transformation of the Chinese liquor industry.

Channel ManagementData-Driven MarketingDigital Transformation
0 likes · 12 min read
How Luzhou Laojiao’s “Digitalization 3.0” Is Redefining Liquor Channel Management
DataFunTalk
DataFunTalk
Aug 5, 2019 · Product Management

User Growth Strategies: Subsidy Framework and Intelligent Optimization

This article explains user growth concepts, presents evolving growth models and a user lifecycle curve, maps the AARRR framework to lifecycle stages, and details how targeted subsidies—supported by data, AI, and economic analysis—can be optimized to boost retention, efficiency, and ROI while managing risks.

AARRRData-Driven MarketingROI
0 likes · 10 min read
User Growth Strategies: Subsidy Framework and Intelligent Optimization