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Food Delivery War Shifts from Scale to Unit Economics

Food Delivery War Shifts from Scale to Unit Economics
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🐯Read original on 虎嗅
#unit-economics#ai-infrastructure#instant-retail#platform-strategyalibaba-即時零售與-ai-業務alibabameituanjd.comtaobao flashalibaba cloud

💡Three delivery giants reveal how AI strategy is moving from growth narratives to measurable unit economics.

⚡ 30-Second TL;DR

What Changed

Meituan’s core local commerce operating profit rebounded to RMB 5.67 billion in Q2 2026, with a 7.9% margin.

Why It Matters

The article suggests that platform competition is entering a mature phase where sustainable unit economics matter more than subsidized order growth. For AI practitioners, the more relevant signal is that major consumer platforms are pairing AI investment with operational efficiency and monetization goals.

What To Do Next

Build a unit-economics dashboard for your AI feature that tracks inference cost, conversion, fulfillment or service efficiency, and gross profit per transaction.

Who should care:Founders & Product Leaders

Key Points

  • Meituan’s core local commerce operating profit rebounded to RMB 5.67 billion in Q2 2026, with a 7.9% margin.
  • JD.com reduced new-business operating losses to RMB 9.85 billion, signaling an efficiency-driven turning point rather than profitability.
  • Alibaba’s China instant-retail revenue grew 45% to RMB 53.295 billion, while management emphasized basket size and fulfillment efficiency.
  • Across the three companies, incremental broad-based spending reached nearly RMB 240 billion, largely reallocating existing food-delivery demand.
  • Alibaba’s Q2 capital expenditure rose 75% to RMB 67.68 billion, mainly for AI infrastructure; Meituan also expanded AI deployment in local commerce.
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