As SF Express Now prepares to list on the Hong Kong Stock Exchange—becoming Wang Wei’s fourth publicly traded entity—the instant delivery sector stands at a critical inflection point. With market research firm iResearch projecting the sector’s annual order volume to surge from 23.8 billion in 2020 to 79.5 billion by 2025, representing a 30.5% CAGR, the industry is undeniably scaling at breakneck speed. Yet beneath this explosive growth lies a deep, persistent profitability crisis: SF Express Now reported cumulative net losses of RMB 15.58 billion ($2.2 billion) between 2018 and 2020; its peer, Dada Nexus, lost RMB 52.53 billion ($7.6 billion) over the same period. This dissonance—between astronomical demand and chronic red ink—is not incidental. It is structural, systemic, and rooted in the immutable physics of urban logistics.
The Physics of Speed: Why Instant Delivery Defies Economies of Scale
Unlike traditional express logistics—where scale drives down unit costs through network optimization, hub consolidation, and automated sorting—instant delivery operates under fundamentally different constraints. Its core promise is sub-60-minute fulfillment, with leading services now delivering within 10–15 minutes. To achieve this, platforms rely almost exclusively on human-powered, point-to-point routing: a rider picks up an item at Point A and delivers it directly to Point B, with no intermediate hubs, batching, or shared routes. This eliminates the opportunity for load consolidation, route clustering, or predictive dispatch algorithms that drive efficiency in parcel logistics.
Consider the stark contrast: Southwest Securities’ analysis shows that as China’s leading express carrier Zhongtong processes more daily parcels, its unit cost declines steadily—a hallmark of classic network economics. In contrast, when美团 (Meituan) increases its daily delivery volume, its per-order rider cost remains flat—or even rises due to diminishing marginal returns on rider utilization, surge pay incentives, and increased idle time in dense but fragmented urban geographies. For SF Express Now, labor-related expenses—including outsourcing fees and rider welfare—accounted for 97.3%–97.8% of total operating costs from 2018 to 2020, climbing from RMB 11.98 billion to RMB 49.21 billion in just three years.
This isn’t a management failure—it’s a design constraint. The ‘instant’ in instant delivery isn’t a service level agreement; it’s a physical boundary defined by human physiology, traffic density, and urban infrastructure. No amount of AI routing or gig-worker gamification can compress the time required to navigate a narrow alley in Shanghai’s Jing’an district during rush hour. As a result, the industry cannot replicate the capital-light, asset-light scaling model of e-commerce platforms. Instead, it must continuously invest in ridership—onboarding, training, retention, insurance, and compliance—at escalating cost.
The Illusion of Independence: Third-Party Platforms and the Hidden Anchor
SF Express Now positions itself as China’s largest third-party real-time delivery platform, distinguishing itself from ‘centralized platform-affiliated’ players like Meituan配送 and Ele.me’s Fengniao. According to iResearch, SF Express Now held a 10.4% market share by order volume in the 12 months ending March 2021—largest among non-platform-aligned providers. But this framing obscures a critical dependency: 38.6% of SF Express Now’s revenue in the first five months of 2021 came directly from its parent, SF Holding. That dependency has grown rapidly—from just 2.9% in 2018 to 33.6% in 2020.
Crucially, this revenue stems almost entirely from last-mile delivery services for SF Holding’s e-commerce and B2C parcels, not from independent merchant or consumer demand. In other words, SF Express Now functions less as a true third-party marketplace and more as a vertically integrated extension of SF Holding’s logistics stack—a ‘dedicated capacity pool’ rather than an open, multi-tenant platform. This undermines its strategic narrative: while Meituan and Ele.me leverage massive, self-reinforcing demand-side flywheels (millions of hungry users → billions of orders → data-rich rider allocation → lower costs), SF Express Now lacks equivalent organic demand generation. Its merchant acquisition remains heavily reliant on cross-selling via SF Holding’s salesforce and bundled logistics packages—not on platform stickiness or differentiated service features.
- 2020 revenue: RMB 48.43 billion; orders: 761 million → average revenue per order (ARPO): RMB 6.36
- 2021 (first 5 months): RMB 30.46 billion; orders: 1.07 billion → ARPO collapsed to RMB 2.85
- Per-order fulfillment cost fell from RMB 15.00 (2018) to RMB 5.90 (2021), yet still exceeds revenue—confirming a negative unit economics loop
- In contrast, Meituan’s 2020 food delivery business achieved RMB 9.30 ARPO and RMB 0.40 operating profit per order (4.3% margin)
From Food Delivery to Near-Field Commerce: Promise vs. Payload
Industry roadmaps—including SF Express Now’s prospectus—frame near-field commerce (NFC) as the next growth frontier: hyperlocal grocery, pharmacy, convenience store, and on-demand services fulfilling within a 3–5 km radius. NFC promises higher order frequency, better margins than food delivery (due to higher basket values and lower discounting pressure), and deeper integration into consumers’ daily routines. Indeed, community group buying initiatives—Meituan优选, Pinduoduo’s DuoDuo Maicai, Alibaba’s MMC—generated over RMB 120 billion in GMV in 2021, validating demand for rapid local fulfillment.
Yet NFC also intensifies the very cost pressures that plague instant delivery. Unlike restaurant meals—standardized, lightweight, high-margin—NFC orders are highly fragmented: one customer may order diapers, another insulin, another a power drill. Each requires distinct packaging, temperature control, handling protocols, and verification steps—driving up complexity and error rates. Moreover, NFC merchants typically lack the tech maturity of food chains: fewer have integrated POS systems, real-time inventory APIs, or standardized labeling—forcing riders to manually verify SKUs, increasing dwell time and misdelivery risk. SF Express Now’s own data shows that while order volume grew 507% from 2018 to 2020, gross profit margin remained deeply negative, and contribution margin (revenue minus direct fulfillment cost) stayed below zero across all segments.
Further, NFC does not eliminate platform lock-in—it replicates it. Grocery retailers partnering with Meituan or JD Daojia gain access to pre-built consumer trust, payment infrastructure, and discovery mechanisms. Independent NFC platforms face steep customer acquisition costs without equivalent scale. SF Express Now’s attempt to position itself as a neutral ‘infrastructure layer’ ignores a hard truth: in near-field commerce, the platform owns the consumer relationship—and therefore controls pricing, routing logic, and data rights. Without proprietary demand, SF Express Now remains a cost center, not a profit center.
Rethinking the Business Model: Beyond the Gig Economy Trap
So what breaks the cycle? Incremental optimization won’t suffice. The industry must confront three interlocking imperatives:
- Asset-light automation integration: Deploy micro-fulfillment centers (MFCs) co-located with high-density retail partners to reduce rider travel distance; pilot autonomous delivery bots in gated communities and university campuses (as SF Holding already does in Shenzhen).
- Vertical bundling beyond logistics: Move upstream into demand generation—offer SaaS tools for local merchants (inventory sync, loyalty programs, analytics), monetizing data and software rather than labor arbitrage.
- Regulatory co-evolution: Advocate for standardized rider classification, portable benefits frameworks, and municipal ‘logistics corridors’ to reduce congestion penalties and improve urban throughput—turning regulatory risk into competitive advantage.
Most importantly, stakeholders must abandon the myth that instant delivery is a standalone category. It is, in fact, the fulfillment substrate of the entire near-field economy. Its value accrues not to the delivery brand—but to whoever owns the end-to-end experience: the retailer, the platform, or the consumer app. For SF Express Now, going public is not an exit—it’s an admission that the path to sustainability lies not in out-racing competitors on speed, but in redefining its role in the value chain: from ‘fastest rider’ to ‘smartest fulfillment orchestrator.’ Until then, the $79.5 billion opportunity will remain a $2.2 billion liability.
Source: 36Kr, “SF Express Now: There Is No Optimal Solution in Instant Delivery,” December 10, 2021.









