The Thousand Groupon War
In the autumn of 2011, there were more than six thousand group-buying websites operating simultaneously across China. Six thousand. The number itself tells a story about a particular moment in Chinese internet history — a gold rush so frenzied, so indiscriminate, that the industry coined a term for the carnage: the "Thousand Groupon War" (qiantuandazhan). Venture capital flooded in. Salespeople fanned across cities, knocking on restaurant doors. Promotions burned cash at rates that would have made American dot-com executives blush. By year's end, 1,800 of those sites had evaporated. Within eighteen months, only a handful remained standing.
The company that emerged from this gladiatorial extinction as number one — quietly, methodically, while louder rivals like Lashou and Gaopeng (Groupon's own China joint venture) incinerated capital on billboard advertisements and hyperactive hiring — was a Beijing startup called Meituan. Its founder, a 31-year-old serial entrepreneur named Wang Xing, had already built and lost a Chinese clone of Facebook, watched a Chinese clone of Twitter get shut down by government censors, and learned a lesson that would define his next fifteen years: in a market of infinite copycats, the winner is not the first mover, the best-funded, or the most technically elegant. The winner is the most operationally efficient entity that refuses to die.
Today, Meituan is China's third most valuable internet company — a platform that processes roughly 90 million daily orders, commands nearly 70% of China's food delivery market, serves 770 million annual transacting users, and touches virtually every dimension of urban Chinese life: restaurant meals delivered in twenty minutes, hotel rooms booked on a phone, movie tickets purchased between subway stops, groceries dispatched from dark stores, bike-shares unlocked with a QR code. Its market capitalization fluctuates with the violent rhythms of Hong Kong-listed Chinese tech but has at various points exceeded $200 billion. Wang Xing has called it an "infinite game," borrowing the language of James Carse's philosophical text, and the metaphor is unusually precise. Meituan did not win a single war. It won a war, and then another, and then another — group buying, then food delivery, then hotel bookings, then in-store services — each victory funding the next campaign, each campaign expanding the battlefield until the company became something with no clean Western analogue. Not DoorDash. Not Yelp. Not Booking.com. All of them, and none of them. The Amazon of services, if Amazon had started as Groupon and fought its way into every adjacent category with an army of delivery riders on electric scooters.
The paradox at the center of Meituan's story is this: it is a technology company whose most important asset is not technology. It is operational density — the intricate, physical, unglamorous infrastructure of millions of couriers, millions of merchant relationships, billions of data points on routing and demand, layered on top of each other across 2,800 cities and counties until the network becomes nearly impossible to replicate. And yet, as of mid-2025, that network is under siege from every direction. JD.com has entered food delivery with a public spectacle — its billionaire founder personally delivering meals on a scooter. Alibaba has merged Ele.me into Taobao to create Taobao Shangou, a combined force that briefly surpassed 80 million daily orders on a single Saturday. ByteDance's Douyin has carved into Meituan's in-store business. Beijing's regulators, meanwhile, have opened an investigation into "cutthroat competition" among delivery platforms, concerned that the subsidy wars are transmitting deflation through China's urban economy.
Wang Xing, on a Q1 2025 earnings call, said what he has always said, albeit with more edge: "We are prepared to do whatever it takes to win the fight."
The fight, as it turns out, is the only constant.
By the Numbers
The Meituan Machine
~90MDaily orders across all services
770MAnnual transacting users (2024)
~70%Share of China's food delivery market
RMB 86.6BQ1 2025 revenue (~$12.1B), +18.1% YoY
5M+Active delivery couriers
~10MAnnual transacting merchants
2,800+Cities and counties served in China
The Serial Cloner
Wang Xing was born in 1979 in Longyan, a small city in Fujian Province, to a father who had been denied a college education during the Cultural Revolution on account of his family's class background. After China's reform and opening-up, Wang's father built a fortune in construction — cement factories, mostly — providing the financial cushion that would underwrite his son's remarkable tolerance for failure. Wang Xing graduated from Tsinghua University in 2001 with a degree in electronic engineering, then enrolled in a PhD program at the University of Delaware. His advisor left on sabbatical. Wang, bored, spent his time browsing the American internet and dreaming of startups. He later said that had he been admitted to a top-tier PhD program, he wouldn't have had the chutzpah to quit.
He quit. In 2004, he returned to Beijing, recruited two classmates — including Wang Huiwen, a roommate from Tsinghua who had spent university gaming and arguing with strangers online rather than studying — and pooled together 300,000 RMB. They rented a three-bedroom apartment in Haifeng Garden, each took a room, and coded in the living room. Their first project, a social networking site called Duoduoyou modeled on Friendster, attracted double-digit daily users. Then single-digit. It died.
Their second project died too. Their third — Xiaonei, a pixel-for-pixel clone of Facebook launched in December 2005 and targeted at university students — gained explosive traction. Starting from Tsinghua, Peking University, and Renmin University, it spread across Chinese campuses like a wildfire. The team acquired 5,000 users by subsidizing ticket sales at a Tsinghua student festival, spending 3,000 RMB for a customer acquisition cost of roughly 0.6 yuan per person. But Wang Xing was a first-time founder with no real fundraising experience. He lost his one-page business plan on the way to a meeting with Sequoia China and tried to scribble a new one in the taxi. The investment fell through. Funding dried up. In October 2006, Wang sold Xiaonei to Oak Pacific Interactive for a reported $2 million. The site was rebranded as Renren, listed on the NYSE in 2011 at a $740 million valuation, and eventually became a cautionary tale about Chinese social networking. Wang Xing left with a
Winston Churchill quote: "This is not the end. It is not even the beginning of the end. But it is, perhaps, the end of the beginning."
He launched Fanfou, a Twitter clone, in 2007. It quickly amassed over a million users. Then the government blocked it for nearly two years. "The root cause," one observer wrote, "lies in the fact that during the site's development, Wang Xing failed to realize that at a certain size, it takes on the attributes of media." A hard lesson about operating in China.
By 2010, Wang had been through more than a dozen ventures. He was 31, had been burned by investors, censors, and his own inexperience, and had developed a worldview that was equal parts Silicon Valley optimist and Chinese internet realist. He studied American companies obsessively — not to admire them, but to understand which models could be adapted for China's specific conditions. The model he chose next was Groupon.
Survival as Strategy
Meituan launched on March 4, 2010 — the first group-buying site in China, modeled explicitly on Groupon. Within months, the clones arrived. By the end of 2010, there were close to a thousand competitors. By mid-2011, the number had swollen past five thousand. Venture capital sloshed through the sector. Lashou.com, the early market-share leader, raised $111 million and spent lavishly on offline advertising and customer acquisition. Gaopeng, a joint venture between Groupon and Tencent, expanded at hyperspeed, opening offices across China and hiring thousands of employees before anyone had figured out the unit economics.
Wang Xing did something unusual. He refused to participate in the arms race. While rivals burned cash on billboards and salesforce expansion, Meituan focused on operational efficiency, technology infrastructure, and deal quality. The company kept its average deal price lower than competitors but its revenue per deal higher — a counterintuitive result driven by tighter curation and better conversion rates. Wang invested early in building internal systems: a
CRM for managing merchant relationships, analytics tools for tracking deal performance, a data infrastructure that most of his competitors, many of whom were little more than sales organizations wrapped in websites, never bothered to build.
The bet was existential. In a market where competitors were defined by how much capital they could deploy, Meituan defined itself by how little capital it wasted. "We rejected unsustainable spending and focused on efficiency and profitability," Wang said later. The approach looked conservative, even timid, when Lashou was grabbing headlines. It looked visionary when funding dried up.
The shakeout came fast. By late 2011, 1,800 group-buying sites had closed. By 2012, the landscape had collapsed to five survivors: Meituan, Dianping, Baidu Nuomi, Lashou, and 55tuan. Meituan ended 2011 as the number-one group-buying site in China by revenue, with 12.5% market share — modest sounding, until you consider that the second-place player had 9.7% and Groupon's Chinese operation had fallen to fourteenth place at 2.9%. Wang Xing had established his playbook: survive the bloodbath through operational discipline, let competitors kill themselves, then expand from a position of strength.
The tie-up matches the expectation of our team and investors. It will afford us more time and energy to explore new businesses and make better innovative products.
The Right-Hand Man and the Multi-Front War
To understand Meituan's execution, you must understand the partnership at its core. Wang Xing was the strategist — endlessly curious, always reading, the kind of founder who would spend two or three minutes examining a journalist's backpack before sitting down for an interview. Wang Huiwen was the executor. They met on their first day at Tsinghua in 1997, became roommates, shared a computer in their dormitory, and developed a dynamic that would prove nearly unique in Chinese tech: Wang Xing chose the wars; Wang Huiwen won them.
After the Groupon shakeout, Meituan did not rest. It expanded laterally — and on a timeline that remains breathtaking. In mid-2012, Meituan launched Maoyan, a movie ticketing platform. In 2013, it entered hotel bookings. In late 2013, it began food delivery. Each vertical was chosen with a specific logic: these were high-frequency, local-services transactions that shared the same fundamental infrastructure of merchant relationships, consumer demand generation, and logistics. Maoyan would eventually be spun off and go public; Meituan Hotels would surpass Ctrip in domestic hotel room nights. But food delivery — launched almost as an afterthought — would become the defining business.
Wang Huiwen ran the food delivery operation. He was, by most accounts, the person who figured out how to build a delivery network from scratch — recruiting riders, optimizing routes, developing the dispatch algorithm that matches orders to couriers in real time. The delivery network started as a marketplace model, connecting restaurants with third-party couriers, then evolved into a hybrid where Meituan operated its own fleet. By 2015, Meituan had over 530,000 daily active riders, each carrying a smartphone that transmitted real-time location data. The company's machine-learning systems used this data to optimize routing, cutting delivery times and improving rider efficiency in ways that compounded with scale.
The competitive map was staggering. In group buying, Meituan faced Dianping (backed by Tencent) and Baidu Nuomi. In movie ticketing, it competed with Alibaba's Tao Piao Piao and Tencent's Weiying. In food delivery, it battled Ele.me (backed by Tencent and Dianping), Baidu Waimai, and Alibaba-incubated Koubei. In online travel, it fought Ctrip, Baidu-backed Qunar, and Alibaba's Fliggy. Every business line was burning money. Wang Huiwen later likened it to Germany in World War II — fighting wars on multiple fronts. "But Germany only fought on two fronts," he noted. "We fought on four."
The Merger That Made the Super App
The most consequential deal in Meituan's history was not a technology breakthrough or a product launch. It was a merger forced by exhaustion.
By 2015, Meituan and Dianping — founded separately in 2010 and 2003, respectively — had been locked in a ruinous cash-burning war across group buying and local services. Dianping, originally a restaurant-review platform modeled on Yelp (though founded before Yelp), had expanded into group buying and become Meituan's most direct competitor. Both companies were hemorrhaging money. Both had powerful backers pulling strings: Alibaba stood behind Meituan, Tencent behind Dianping. The logic of consolidation was overwhelming.
In October 2015, the two companies announced a strategic merger. The new entity, Meituan-Dianping, would operate both brands in parallel. But the real story was what happened behind the deal. Alibaba, which had been a significant Meituan investor, refused to put more money into the combined company because it declined to integrate Meituan's app with Alibaba's ecosystem. In a move that would reshape Chinese tech competition for the next decade, Alibaba sold its entire stake in Meituan and invested instead in Ele.me, a food delivery startup that would become Meituan's primary rival. Wang Xing, cut loose by Alibaba, turned to Tencent. Tencent invested an additional $1 billion, merged its own delivery services into the joint venture, and — crucially — allowed Meituan-Dianping to operate independently.
How Meituan moved from Alibaba's orbit to Tencent's
2010Meituan founded; receives early investment from Alibaba
2013Dianping receives strategic investment from Tencent
Oct 2015Meituan and Dianping merge; Alibaba refuses additional investment
2016Alibaba sells Meituan stake, invests in rival Ele.me
2016–2018Tencent invests $1B+; Meituan-Dianping operates independently within Tencent ecosystem
Apr 2018Alibaba acquires Ele.me outright for $9.5B
The Alibaba-Tencent split created the defining competitive axis of Chinese local services. But it also liberated Wang Xing. Unlike Ele.me, which was absorbed into Alibaba's corporate structure and subjected to the conglomerate's strategic imperatives, Meituan-Dianping retained operational independence. Wang could allocate capital, choose battles, and build infrastructure according to his own timeline. Tencent, which had long practiced a laissez-faire investment philosophy, gave Meituan a prominent placement in WeChat's ecosystem — the most valuable piece of digital real estate in China — and otherwise stayed out of the way.
The results were decisive. By 2018, Meituan controlled approximately 64% of China's food delivery market. Ele.me had roughly 25%. The gap would only widen.
The IPO and the Food + Platform Thesis
On September 20, 2018, Meituan listed on the Main Board of the Hong Kong Stock Exchange, raising approximately $4.2 billion in what was one of the largest tech IPOs in the region that year. Shares rose more than 5% on the first day of trading. The company was valued at roughly $53 billion.
The IPO prospectus articulated what Wang Xing called the "Food + Platform" strategy. Food — delivery, restaurant reviews, reservations — was the high-frequency anchor. Everything else — hotels, travel, movie tickets, bike-sharing, ride-hailing, grocery delivery — was the cross-sell. The logic was deceptively simple: food is the most frequent transaction in human life. If you own the consumer's food relationship, you can sell them everything adjacent. A user who orders lunch three times a week is exponentially more likely to book a hotel through the same app than through a platform they use once a quarter.
We built one platform to support multiple categories, so that we can cross-sell. Food is the most important and largest category, but Meituan goes well beyond it.
The strategy rhymed with Amazon's playbook — use a high-frequency commodity category (books, in Amazon's case; food, in Meituan's) to build a customer relationship, then expand laterally into adjacent categories where the marginal cost of serving an existing customer is lower than the cost of acquiring a new one. But Meituan's version had a physical dimension that Amazon's did not. Food delivery required not just an app and a recommendation algorithm but a literal army — hundreds of thousands of riders, moving through traffic, every day, across thousands of cities. The operational complexity was staggering. The moat, if you could build it, was correspondingly deep.
By 2018, Meituan boasted 340 million annual transacting users — roughly one in four Chinese citizens had made a purchase on its platform. It worked with 4.7 million merchants across 2,800 cities and counties. The platform generated over 20 million transactions per day. Wang Xing's ambition was to make Meituan the "operating system for local life" — the default interface between Chinese consumers and the physical world around them.
The Delivery Network as Competitive Infrastructure
The beating heart of Meituan is not the app. It is the delivery network — a system so large and so intricately optimized that it functions as a near-public utility for Chinese urban life, and yet remains entirely proprietary.
By 2024, Meituan employed over 5 million delivery couriers. Combined with Ele.me, the two platforms "employ" nearly 6 million riders — a workforce larger than the population of Singapore. Each rider carries a GPS-enabled smartphone that transmits real-time location data. Meituan's dispatch system — an AI-driven algorithm that matches incoming orders to available riders, optimizes multi-stop routing, and dynamically adjusts estimated delivery times — processes millions of decisions per hour. The system has been trained on billions of historical deliveries and incorporates variables including weather, traffic patterns, restaurant preparation times, and building-access constraints (does the elevator work? is there a security gate?).
The unit economics of food delivery are brutal. The average order value in China is lower than in Western markets — a function of food prices, not consumer indifference — and the platform must extract enough margin from the commission and delivery fee to cover rider compensation, technology costs, and customer acquisition. Meituan's advantage is density. In a city where Meituan handles 70% of delivery orders, its riders spend less time idle between deliveries, its routing algorithms have richer data to optimize against, and its per-order logistics cost declines. This creates a flywheel: more orders improve rider utilization, which lowers costs, which allows the platform to offer lower prices or faster delivery, which attracts more orders.
The delivery infrastructure has also enabled Meituan's expansion into "instant retail" — the delivery of non-food goods (groceries, pharmacy items, electronics, flowers) within 30 minutes. This business, called Meituan Instashopping (闪购), leverages the same rider fleet and dispatch system but applies them to a broader set of goods sourced from local merchants and Meituan's own network of "flash warehouses" — small, strategically located fulfillment centers stocked with high-turnover items. As of 2025, Meituan's target was 18 million non-food orders daily and 100,000 flash warehouses by 2027. If Amazon is the river of everything that arrives in two days, Meituan is the geyser of everything that arrives in thirty minutes.
Wang Xing's Infinite Game
There is a book that circulates through Meituan's senior ranks like scripture. James Carse's
Finite and Infinite Games, a slim philosophical text published in 1986, distinguishes between two types of games: finite games, which are played to win, and infinite games, which are played to keep playing. Wang Xing has referenced the book repeatedly, and its influence on Meituan's strategy is unmistakable. The company has never optimized for a single decisive victory. It optimizes for survival, adaptation, and perpetual expansion of the playing field.
This is the through-line connecting every phase of Meituan's history. Wang Xing did not try to win the Thousand Groupon War by outspending Lashou. He survived it. He did not try to crush Dianping; he merged with it. He did not try to beat Alibaba at e-commerce; he built an adjacent empire in local services that Alibaba could not easily attack. When Douyin began encroaching on Meituan's in-store business in 2023, Wang did not panic and launch a content platform. He reorganized the company — the largest structural overhaul in six years, integrating the previously separate "to-home" (food delivery, flash sales) and "in-store" (group buying, reviews) business groups under a single leader, Senior Vice President Wang Puzhong — and refocused on operational synergies.
Wang Xing is endlessly curious. He reads voraciously. He once spent several minutes examining a journalist's backpack before consenting to an interview. He founded Fanfou, China's first Twitter clone, not because he thought microblogging was a business but because he was interested in information flow. His personal social media posts have included ancient Chinese poetry — on one occasion, a Tang dynasty poem whose veiled critique of imperial power was interpreted as a shot at Xi Jinping's government, wiping $2.5 billion from his net worth in 48 hours and sending Meituan shares down 14%. The episode revealed something about Wang Xing that is unusual among Chinese tech founders: a streak of intellectual recklessness that coexists with — and sometimes undermines — extraordinary strategic discipline.
RMB 10 billion here, RMB 10 billion there. It seems every internet player wants to chip in.
The Regulatory Vise
In April 2021, China's State Administration of Market Regulation (SAMR) announced an antitrust investigation into Meituan. The probe followed a record $2.8 billion fine levied on Alibaba just weeks earlier and signaled that Beijing's tech crackdown was widening beyond
Jack Ma's empire. At issue were "pick one from two" (
er xuan yi) practices — forced exclusivity arrangements in which Meituan allegedly pressured merchants to sign agreements preventing them from listing on rival platforms. The company was accused of using differential commission rates, security deposits, and algorithmic manipulation to enforce these arrangements.
Meituan released a contrite statement promising to "actively cooperate with the investigation" and "fulfill its social responsibilities." The fine, when it came, amounted to approximately $533 million — 3% of the company's 2020 revenue. It was, by Alibaba's standards, modest. But the investigation's real impact was behavioral, not financial. Meituan was forced to relax exclusivity requirements, reduce commission pressure on merchants, and — perhaps most significantly — operate with a level of public visibility that it had previously avoided. The delivery riders, in particular, became a political flashpoint. A viral 2020 investigative piece, "Delivery Drivers, Trapped in the System," exposed the algorithmic pressure systems that pushed riders to violate traffic laws to meet shrinking delivery windows, sparking a national debate about gig labor, platform accountability, and the human cost of thirty-minute convenience.
Meituan now employs over 5 million couriers, many of them rural migrants working as independent contractors without comprehensive social insurance. The political sensitivity of this workforce — young, urban, visible, essential — gives Beijing a permanent lever over Meituan's business. When JD.com entered food delivery in February 2025, its founder Liu Qiangdong made a point of offering riders comprehensive social insurance and housing fund contributions (the wuxian yijin), turning labor welfare into a competitive weapon. Meituan scrambled to match the offer.
The Three Kingdoms of 2025
The food delivery war of 2025 is not a mere subsidy skirmish. It is a structural collision between three of China's largest internet companies, each pursuing food delivery for fundamentally different strategic reasons.
Meituan is the incumbent, defending the franchise that generates the majority of its revenue and profit. Its ~70% market share and 90 million daily orders represent an enormous base — but also an enormous target. CEO Wang Xing has described the company's stance as one of total commitment: "We are prepared to do whatever it takes to win the fight."
JD.com entered in February 2025 with a publicity offensive that included founder Liu Qiangdong personally delivering meals on a scooter. JD's logic is not that food delivery will be profitable on its own — it almost certainly won't be, at least for years — but that high-frequency delivery drives daily engagement with the JD app, which in turn supports the e-commerce business. As Liu himself said: "Even if we lose money on delivery, it's still cheaper than buying traffic from Douyin or Tencent." JD claimed 20 million daily orders by May 2025, barely three months after launch.
Alibaba merged Ele.me into its core commerce platform, rebranding the combined offering as Taobao Shangou. On July 5, 2025 — dubbed "Super Saturday" — Taobao Shangou hit 80 million daily orders, approaching Meituan's territory. Alibaba secured a RMB 50 billion ($7 billion) internal investment for the business, signaling a willingness to sustain losses that Goldman Sachs estimated could reach $5.7 billion over twelve months.
The combined subsidy burn is extraordinary. Nomura estimated that Meituan, Alibaba, and JD collectively spent roughly $4 billion on discounts in Q2 2025 alone. The effect on profitability has been savage: Meituan reported an 89% drop in Q2 2025 adjusted net profit. Its stock fell more than 20% year-to-date by mid-year. Combined, Meituan and JD shed approximately $70 billion in market capitalization from their March highs.
Key combatants and their strategic logic
| Platform | Market Share (est.) | Daily Orders | Strategic Rationale |
|---|
| Meituan | ~65–70% | ~90M | Core business defense |
| Taobao Shangou (Alibaba/Ele.me) | ~25–33% | ~80M (peak) | High-frequency driver for Taobao ecosystem |
| JD Takeaway | <10% | ~20M | App engagement; cheaper than buying traffic |
Beijing is watching nervously. In January 2026, SAMR opened an investigation into "cutthroat competition" among delivery platforms — not, this time, to punish a monopolist, but to restrain all three combatants. The concern is that subsidized meal prices anchor consumer expectations, compress restaurant margins, transmit deflationary pressure through the urban economy, and exploit a delivery workforce whose conditions are already politically sensitive. The platforms have publicly pledged to curb price wars. The pledges, so far, have been largely performative.
Beyond the Border: Keeta and the Overseas Gambit
While the domestic war rages, Meituan has quietly opened a second front. In 2023, the company launched Keeta, an international food delivery brand, in Hong Kong. Within a year, Keeta became the market leader in the territory — a remarkable result given that Hong Kong already had established players including Deliveroo and Foodpanda. Meituan's formula was familiar: aggressive subsidies to acquire users and merchants, superior logistics technology, and a willingness to absorb losses in pursuit of density.
From Hong Kong, Meituan expanded Keeta to Saudi Arabia in 2024, reaching second place in the market within approximately a year. It launched Keemart, a grocery delivery service operating from front-end warehouses in Riyadh. Brazil, chosen as the beachhead for Latin America, received a $1 billion investment commitment. The market selection was deliberate: Meituan avoided Southeast Asia (where Grab and GoTo dominated, and where it had previously invested in Gojek) and chose markets where delivery infrastructure was less mature and incumbent competition thinner.
The overseas expansion represents a strategic hedge. If the domestic market is approaching saturation — 770 million annual users covers more than half of China's population — and if regulatory and competitive pressures are compressing domestic margins, international growth offers a new vector. The global online food delivery market is valued at approximately $1.4 trillion. But the challenges are formidable: Meituan must replicate its operational density in unfamiliar regulatory environments, with local labor forces, against competitors who have their own advantages in cultural familiarity and supply-chain relationships. The early results in Hong Kong and Saudi Arabia are encouraging. Whether they can be sustained in markets as complex as Brazil remains to be seen.
The Co-Founder's Return and the AI Pivot
In January 2020, Wang Huiwen announced his retirement from Meituan at age 40. The co-founder who had built the delivery network, who had fought the multi-front war, who had been Wang Xing's indispensable right hand for more than a decade, stepped away from daily management. The loss was, by any measure, significant.
Then came ChatGPT.
In early 2023, Wang Huiwen founded Light Year (Guangnian Zhiwai), an AI startup focused on large language models. Wang Xing invested personally in the Series A. Sequoia Capital and ZhenFund piled in. Light Year raised $230 million in two months and acquired OneFlow Technology. Then Wang Huiwen fell ill and stepped back. Meituan acquired Light Year for RMB 2.065 billion ($290 million) in June 2023, absorbing the team into the company.
By 2025, Wang Huiwen had recovered and returned to Meituan, leading an autonomous AI team internally known as GN06, focused on AI companions and chatbots. Meanwhile, Meituan itself declared food delivery and AI as its two strategic priorities. On the Q1 2025 earnings call, Wang Xing outlined the company's AI roadmap in three layers: applying AI to internal operations for productivity; using AI to upgrade existing B2B and B2C products; and building proprietary foundation models. The company's in-house model, LongCat, was publicly discussed for the first time. Meituan hired Pan Xin, former CTO of Sharge and former head of vision large-model development at ByteDance, to lead multimodal AI innovation. AI-powered tools for restaurant merchants were launched in October 2025, offered free across the industry.
The AI bet is embryonic but strategically coherent. Meituan's operational data — billions of delivery records, merchant transactions, consumer behavior patterns — constitutes an enormous training corpus for AI systems optimized for local commerce. If the company can build AI that genuinely improves routing efficiency, demand forecasting, merchant productivity, or consumer discovery, the compounding effects on the core business could be substantial. The question is whether a company fighting an existential war on three fronts in food delivery can simultaneously fund and execute a meaningful AI transformation.
The Membership Gambit
On March 31, 2025, Meituan launched Meituan Membership — a unified loyalty program spanning food delivery, in-store services, hotels, transportation, and entertainment. The timing was not coincidental. With 770 million annual users, the company had reached a ceiling on new customer acquisition. "With a large enough user base, the growth space for new customers is bound to shrink," said Zhou Mo, the executive who led the initiative. "We need to increase the consumption frequency of existing customers."
The membership system — built on a foundation of "Shen Coupons" (深券) that offer universal discounts across Meituan's various service categories — represents a strategic pivot from acquisition to retention. It is Meituan's version of Amazon Prime: not a premium subscription in the traditional sense, but an incentive architecture designed to collapse the barriers between Meituan's various business lines. A user who orders food delivery might be nudged, via membership benefits, to book a hotel through Meituan rather than Ctrip. A user who buys movie tickets might be offered a discount on a massage at a nearby spa. The goal is to make Meituan the default interface for all local consumption — to turn occasional users into habitual ones, and habitual users into ones who cannot imagine using anything else.
When a user is just one cup of coffee, one night in a hotel, one movie ticket away from the next membership tier, they'll choose Meituan.
The Weight of the Network
There is a particular detail that captures something essential about what Meituan has become.
In December 2025, the company released a three-minute promotional film about a delivery rider named A Lan in Dali, Yunnan Province. In the film, A Lan dreams of becoming a photographer. She rides through mountains in a spotless yellow jacket with bunny ears on her helmet. After three months of deliveries, she saves enough to buy a 15,000-yuan camera and holds a small exhibition of the photographs she takes between orders. The film was removed from the internet within 24 hours, after viewers excoriated it as jitang — "chicken soup," toxic positivity. "It's clear from the video that not only has the director never been a food delivery driver," one user wrote, "but also that he has never ordered take-out."
The backlash was not about a bad advertisement. It was about the growing distance between the machine and the humans who power it. The average monthly income of high-frequency Meituan riders — those working 26 or more days a month — ranges from 7,230 to 10,100 yuan. The sector employs roughly 10 million drivers across platforms. A 26-year-old rider named He Xu, who juggles delivery and photography in Yunnan much like the fictional A Lan, told a reporter that her first day earned her 87 yuan — about $12 — for nearly twelve hours of work. "Being a food delivery rider is exhausting and anxiety-inducing for me," she said. "All my focus has to stay on one thing: balancing my own safety on the road with delivering the food as fast as possible."
This is the tension that Meituan cannot resolve. The company's competitive advantage — its 5 million riders, its 90 million daily orders, its 30-minute delivery promise — is built on human infrastructure that operates at the edge of sustainability. Every efficiency gain the algorithm produces, every minute shaved from a delivery window, every incentive to keep riders moving faster, creates compounding pressure on the bodies doing the work. The delivery riders are both the engine of Meituan's value and the political vulnerability that regulators, competitors, and the public can exploit. Wang Xing's infinite game continues. But the riders know almost nothing about their role in it. They are still sprinting ahead, as one journalist wrote, "for the possibility of a better life."
Meituan's market capitalization, as of late 2025, sits at roughly $100 billion — down from a peak above $200 billion, compressed by the delivery war, regulatory pressure, and the general malaise hanging over Chinese tech. The company processes 90 million orders a day across a network spanning 2,800 cities. In the Q2 2025 earnings call, Wang Xing said: "No matter what happens in the market we will focus on doing the right things, going back to basics — selection, price, service, and delivery." Then he pivoted to a discussion of AI.
Somewhere in Dali, a delivery rider with bunny ears on her helmet is weaving through traffic, racing against an algorithm she cannot see, carrying someone's lunch. The camera around her neck is imaginary. The 87 yuan is real.
Meituan's operating playbook is not a set of abstract principles. It is a record of decisions made under pressure — during the Thousand Groupon War, the multi-front expansion, the Alibaba split, the regulatory crackdown, and the ongoing delivery wars — that reveal a coherent philosophy about how to build and defend a platform business in the world's most competitive internet market.
Table of Contents
- 1.Win by not dying.
- 2.Own the highest-frequency transaction.
- 3.Build the physical network your competitors cannot copy.
- 4.Fight every war, but sequence the battles.
- 5.Merge your enemy before they merge someone else.
- 6.Choose your patron, then operate independently.
- 7.Let the algorithm compound the moat.
- 8.Cross-sell relentlessly across the platform.
- 9.Go overseas before you're forced to.
- 10.Turn retention into the growth engine.
Principle 1
Win by not dying.
The Thousand Groupon War taught Wang Xing a lesson that shaped every subsequent decision: in a market flooded with capital and competitors, the sustainable advantage is not being the fastest to grow but being the last one standing. While Lashou spent $111 million on customer acquisition and Gaopeng expanded into dozens of cities simultaneously, Meituan focused on operational efficiency — lower burn rate, higher revenue per deal, better internal systems. When funding dried up in 2012 and competitors collapsed, Meituan had cash in the bank and infrastructure in place.
This is not the same as being conservative. Meituan has taken enormous risks — entering food delivery, acquiring Mobike, expanding into groceries — but the risks are always sequenced after a position of operational strength has been established. The company does not bet the farm on a single initiative. It survives the current war, consolidates, and then attacks the next one.
Benefit: Capital-efficient survival creates asymmetric optionality. The last company standing inherits the market of every company that died.
Tradeoff: Efficiency-first strategies can look timid during boom cycles when competitors are grabbing market share. There is always the risk of being too late to a category that matters.
Tactic for operators: In hyper-competitive markets, optimize your burn rate before your growth rate. Build internal systems (CRM, analytics, financial controls) that your competitors — who are spending their way to temporary market share — will never build. The goal is to be the cockroach, not the comet.
Principle 2
Own the highest-frequency transaction.
Meituan's "Food + Platform" strategy is predicated on a single insight: the transaction that occurs most often in a consumer's life is the most valuable one to own, because it gives you permission to cross-sell everything else. Food delivery happens multiple times per week. Hotel bookings happen a few times per year. Movie tickets, once a month. By anchoring the platform in food — the single most frequent commercial transaction in human life — Meituan built a consumer relationship that could be extended into every adjacent category at a marginal cost far lower than what a standalone competitor would face.
This is why Wang Xing described food as the "foundation" of the platform, even though many of Meituan's higher-margin businesses (hotel bookings, in-store services) contribute disproportionately to profit. The food relationship is not primarily a profit center. It is a customer acquisition and retention engine whose value is measured by the lifetime revenue it unlocks across the entire platform.
Benefit: High-frequency anchoring creates habitual engagement. Users who open the app three times a week are orders of magnitude more likely to use adjacent services than users acquired through one-off campaigns.
Tradeoff: The anchor category (food delivery) has structurally thin margins. Meituan must subsidize its highest-frequency business to fund its lower-frequency, higher-margin businesses — a bet that works only if the cross-sell actually materializes.
Tactic for operators: Identify the highest-frequency use case in your market, even if it is not the highest-margin one. Build your platform around it. The business that brings users back every day is worth more than the business that generates the most profit per transaction.
Principle 3
Build the physical network your competitors cannot copy.
Meituan's delivery network — 5 million couriers, GPS-tracked in real time, dispatched by an AI system trained on billions of deliveries — is not a feature. It is the moat. Software can be replicated.
Algorithms can be reverse-engineered. But a logistics network that delivers 90 million orders per day across 2,800 cities, with the routing efficiency that comes from a decade of operational compounding, is extraordinarily difficult to build from scratch.
When JD.com entered food delivery in 2025, it had significant logistics assets — over 300,000 delivery staff and Dada's 1.3 million active couriers. But food delivery logistics are fundamentally different from e-commerce logistics: the time windows are measured in minutes, not days; the goods are perishable; the demand patterns shift by the hour. JD reached 20 million daily orders quickly, but that is still less than a quarter of Meituan's volume, and the unit economics at that scale are punishing.
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Delivery Network Density Effects
How scale compounds logistics advantage
| Metric | Higher Density | Lower Density |
|---|
| Rider idle time between orders | Lower | Higher |
| Per-order logistics cost | Lower | Higher |
| Delivery time accuracy | Higher (more routing data) | Lower |
| Rider retention | Higher (more consistent earnings) | Lower |
| Consumer satisfaction | Higher (faster, more reliable) | Lower |
Benefit: Physical networks exhibit strong economies of density and are nearly impossible to replicate without committing equivalent capital and time.
Tradeoff: Operating a fleet of 5 million gig workers creates enormous political and regulatory exposure. The labor model is perpetually one policy change away from structural cost increases.
Tactic for operators: If your market has a physical logistics component, invest in it disproportionately early. The operational data and efficiency gains compound over time in ways that purely digital advantages do not. Your delivery network is your platform.
Principle 4
Fight every war, but sequence the battles.
Between 2012 and 2015, Meituan simultaneously fought in group buying, movie ticketing, food delivery, and hotel bookings — battling Dianping, Alibaba, Baidu, Ctrip, and various Tencent-backed entities across all four fronts. Wang Huiwen compared it to Germany fighting World War II on multiple fronts. The difference was that Meituan sequenced its resource allocation: it didn't try to win every front simultaneously but ensured it was competitive enough in each to survive, then concentrated resources on the highest-value opportunity (food delivery) once the landscape became clearer.
The sequencing is critical. Meituan entered movie ticketing before food delivery, and food delivery before ride-hailing. Each new vertical was chosen based on its proximity to the existing merchant and consumer base, the competitive dynamics of the category, and the infrastructure synergies it offered. Movie ticketing shared the same local-merchant infrastructure as group buying. Hotel bookings shared the same consumer demand-generation channel. Food delivery required building a new logistics layer but served the same urban consumer base. Ride-hailing, which Meituan attempted in 2018, shared none of these synergies and was eventually scaled back.
Benefit: Multi-front competition prevents competitors from concentrating their resources against you while creating optionality across categories.
Tradeoff: Fighting on multiple fronts is extraordinarily capital-intensive and organizationally taxing. Several of Meituan's "new initiatives" — community group buying, B2C e-commerce, ride-hailing — have produced significant losses.
Tactic for operators: Expand into adjacent categories before you're ready, but not before you can survive the cost. The goal is not to win every category but to prevent competitors from consolidating in categories that could threaten your core business.
Principle 5
Merge your enemy before they merge someone else.
The 2015 Meituan-Dianping merger was not a marriage of love. It was a strategic consolidation driven by the mutual exhaustion of two companies burning cash in overlapping markets. But the timing was masterful. By merging before either company had been fatally weakened, Wang Xing secured the dominant position in both group buying and local services — and prevented a scenario in which Dianping might have been acquired by Alibaba or Baidu, creating a much more dangerous competitor.
The merger also created the "super app" architecture that defines Meituan today. Meituan brought group buying, food delivery, and hotel bookings. Dianping brought restaurant reviews, in-store services, and a brand that consumers associated with quality curation. The combined entity offered something no competitor could match: the full spectrum of local commerce, from discovery (reviews) through transaction (group buying, reservations) through fulfillment (delivery).
Benefit: Strategic mergers can eliminate competitors, consolidate market share, and create complementary capabilities faster than organic growth.
Tradeoff: Mergers are organizationally disruptive and politically complex — Meituan-Dianping's integration was fraught, not least because of the Alibaba-Tencent dynamics behind it. The previous leader of the in-store business group, Zhang Chuan, was reassigned in 2024 amid competitive pressure from Douyin.
Tactic for operators: When you and your closest competitor are both burning cash in the same market, consider whether a merger creates more value than continued competition. The best time to merge is before one of you dies — and before a third party swoops in.
Principle 6
Choose your patron, then operate independently.
The most consequential decision in Meituan's corporate history was not a product launch but a capital-structure choice. When Alibaba refused to invest further in Meituan-Dianping unless the platform integrated into Alibaba's ecosystem, Wang Xing walked away from one of the most powerful companies in China and chose Tencent — not because Tencent offered more money, but because Tencent offered independence. Tencent's investment model gives portfolio companies a prominent placement in WeChat (priceless) and otherwise leaves them alone. Alibaba's model demands integration into a centralized ecosystem.
This choice gave Meituan the strategic autonomy to build its own infrastructure, develop its own merchant relationships, and allocate capital according to its own priorities. Ele.me, absorbed into Alibaba's corporate structure, suffered from exactly the opposite dynamic — subjected to periodic strategy shifts, leadership changes, and resource reallocation driven by Alibaba's broader imperatives rather than the food delivery business's own logic.
Benefit: Operational independence preserves the founder's ability to make long-term, mission-aligned decisions without interference from corporate parents pursuing different objectives.
Tradeoff: Walking away from Alibaba meant creating a powerful enemy. Alibaba's decision to invest in Ele.me and compete directly with Meituan is a direct consequence of the breakup.
Tactic for operators: When choosing strategic investors, weigh operational autonomy at least as heavily as capital. A smaller check from an investor who lets you run your business may be worth more than a larger check from one who doesn't.
Principle 7
Let the algorithm compound the moat.
Meituan's dispatch algorithm — the system that matches orders to riders, optimizes routing, and dynamically adjusts delivery estimates — is not a one-time innovation. It is a compounding asset. Every delivery generates data. Every data point improves the model. Every improvement reduces per-order cost or delivery time, which in turn attracts more orders, which generate more data. This is the flywheel within the flywheel: Meituan's technology advantage is not a static moat but a system that gets stronger with use.
The algorithm incorporates an extraordinary range of variables: weather, traffic, restaurant preparation times, rider speed profiles, building layouts, elevator availability. It processes millions of optimization decisions per hour. The result is a logistics efficiency that newer entrants cannot match without processing a comparable volume of deliveries — which they cannot do without an equivalent rider fleet — which they cannot build without an equivalent number of orders.
Benefit: Data-driven optimization creates self-reinforcing competitive advantage that widens with scale.
Tradeoff: Algorithmic optimization, unchecked, can create dehumanizing conditions for the riders who execute the algorithm's decisions. The tension between efficiency and worker welfare is both an ethical risk and a political one.
Tactic for operators: Build systems where every transaction improves the next transaction. The goal is not just to have data but to have a feedback loop where data automatically improves the product, which automatically generates more data.
Principle 8
Cross-sell relentlessly across the platform.
Meituan's unit economics only work at the platform level. Food delivery alone is a thin-margin business. Hotel bookings alone lack frequency. Movie ticketing alone lacks scale. But a single app that serves all three — and shares a consumer base, a merchant infrastructure, and a marketing engine across them — generates economics that no single-vertical competitor can match. The marginal cost of selling a hotel room to an existing food delivery customer is near zero. The marginal cost of acquiring that same customer through a standalone travel app would be substantial.
The 2025 membership launch is the formalization of this principle. By creating a unified incentive system across all verticals, Meituan makes every transaction in one category a marketing event for every other category.
Benefit: Cross-selling transforms a collection of thin-margin businesses into a high-margin platform by amortizing customer acquisition costs across multiple revenue streams.
Tradeoff: Managing a super app requires organizational complexity that can slow decision-making. Meituan's 2024 reorganization — merging previously separate business groups — was an acknowledgment that the structure had become too siloed.
Tactic for operators: Design your product architecture so that every user interaction creates an opportunity to introduce an adjacent service. The platform's value is not the sum of its parts but the multiplication of its connections.
Principle 9
Go overseas before you're forced to.
With 770 million annual users in China — more than half the country's population — Meituan's domestic growth curve is flattening. International expansion via the Keeta brand is not an adventure; it is a necessity. The company's choice of markets (Hong Kong, Saudi Arabia, Brazil) reflects a careful avoidance of entrenched competitors: it passed on Southeast Asia, where Grab and GoTo dominate, and targeted regions where delivery infrastructure is nascent and the local competitive landscape thinner.
Benefit: International expansion creates new growth vectors that are decorrelated from domestic competitive and regulatory dynamics.
Tradeoff: Meituan's domestic competitive advantages — the delivery network, the merchant relationships, the cultural familiarity — do not export automatically. Building density in Riyadh is a fundamentally different problem than maintaining density in Beijing.
Tactic for operators: Begin international expansion while your domestic business is strong enough to fund it, not after it has plateaued and you are desperate. Choose markets where your operational playbook translates, not markets where the addressable revenue is largest.
Principle 10
Turn retention into the growth engine.
When customer acquisition slows, the only remaining growth lever is frequency. Meituan's membership program, its cross-vertical incentive system, and its investment in service quality (the Jay Chou campaign emphasizing 20-minute one-to-one delivery) all serve the same purpose: making existing users transact more often, across more categories, with higher willingness to pay.
This represents a maturation of Meituan's strategic posture — from an acquisition machine subsidizing its way to market share, to a retention machine optimizing lifetime value. The shift is reflected in the company's marketing evolution: from discount-driven campaigns in earlier eras, to celebrity endorsements emphasizing service quality and brand trust in 2023–2025.
Benefit: Retention-driven growth is more capital-efficient and more defensible than acquisition-driven growth, particularly in saturated markets.
Tradeoff: Retention strategies work only if the product experience justifies loyalty. If the delivery war degrades service quality — longer wait times, lower-quality restaurants, overworked riders — the membership benefits become meaningless.
Tactic for operators: Once you've reached critical mass in your market, shift investment from acquiring new users to increasing the frequency and breadth of transactions from existing users. Build a loyalty architecture that makes switching costly not through lock-in but through accumulated value.
Conclusion
The Cockroach and the Infinite Game
Meituan's playbook is, at its core, a theory about time. Win by surviving longer than competitors. Build advantages that compound. Cross-sell across every dimension of the consumer relationship. Expand the playing field before the current one closes. The strategy is not glamorous — there is no single "aha" moment, no proprietary technology breakthrough, no visionary product insight that explains Meituan's dominance. There is only the relentless accumulation of operational density, data advantage, and consumer habit, layered over fifteen years and thousands of battles.
The risk is that the infinite game runs up against finite constraints: regulatory scrutiny of labor practices, politically mandated subsidy curbs, the human limits of 5 million riders delivering 90 million orders a day. Wang Xing's genius has been to keep the game going. The question for the next decade is whether the game itself is sustainable — or whether the delivery riders, the merchants, and the regulators will eventually decide that enough is enough.
Part IIIBusiness Breakdown
The Business at a Glance
Vital Signs
Meituan in 2025
RMB 86.6BQ1 2025 revenue ($12.1B), +18.1% YoY
RMB 1BQ1 2025 adjusted net profit ($140M)
~$100BApproximate market capitalization (late 2025)
770MAnnual transacting users (2024)
~10MAnnual transacting merchants
5M+Active delivery couriers
~90MEstimated daily orders across all services
Meituan is China's leading e-commerce platform for services, listed on the Hong Kong Stock Exchange under ticker 3690.HK since September 2018. The company's 2024 full-year revenue was in the range of RMB 240–260 billion (approximately $33–36 billion), reflecting the scale of a platform that touches more than half of China's population through food delivery, in-store services, hotel and travel bookings, grocery delivery, bike-sharing, and an expanding array of local commerce categories. The company achieved positive adjusted profitability in recent reporting periods, though the intensifying delivery war of 2025 has compressed margins sharply — Q2 2025 adjusted net profit fell 89% year-over-year.
Meituan's strategic positioning is unique: it operates at the intersection of technology, logistics, and local commerce, serving as a two-sided marketplace that connects consumers with merchants while also operating its own fulfillment infrastructure. The company's stated mission — "We help people eat better, live better" — understates the scope of its ambition, which is to become the operating system for local life in China and, increasingly, in select international markets.
How Meituan Makes Money
Meituan's revenue model is structured around two reporting segments: Core Local Commerce and New Initiatives.
Core Local Commerce encompasses the company's established, largely profitable businesses: food delivery, in-store services (group buying, restaurant reviews, reservations), hotel and travel bookings, and Meituan Instashopping (flash commerce for non-food goods). This segment generated RMB 64.3 billion in Q1 2025, up 17.8% year-over-year, and contributes the vast majority of the company's revenue and essentially all of its operating profit.
Within Core Local Commerce, revenue is generated through:
- Commissions: A percentage of the transaction value on orders placed through the platform, typically ranging from 15–25% for food delivery depending on the merchant's arrangement and whether Meituan provides delivery logistics.
- Delivery fees: Charges to consumers for on-demand delivery, which vary by distance, time of day, and order value.
- Online marketing services: Performance-based advertising (pay-per-click) and display advertising sold to merchants seeking visibility on the platform. Meituan's promotion and advertising expenditure — the company's own spending — reached approximately RMB 50 billion in 2024, reflecting the cost of competing for both consumers and merchants.
- Subscription and membership fees: Revenue from the newly launched Meituan Membership program and merchant SaaS tools.
New Initiatives includes businesses that are still in investment phase: community group buying (Meituan Select/Youxuan), B2C grocery delivery (Meituan Maicai/Xiaoxiang Supermarket), bike-sharing, ride-hailing, and the Keeta international expansion. This segment has posted consistent losses but showed double-digit revenue growth and narrowing losses in recent quarters.
How Meituan captures value across its platform
| Revenue Stream | Segment | Margin Profile |
|---|
| Food delivery commissions & fees | Core Local Commerce | Thin but improving |
| In-store / hotel / travel commissions | Core Local Commerce | Higher margin |
| Online marketing (advertising) | Core Local Commerce | High margin |
| Instashopping (flash commerce) | Core Local Commerce |
The unit economics of food delivery — Meituan's core — are a function of order density, commission rates, and delivery cost per order. In mature cities where Meituan has high market share, the delivery cost per order declines as rider utilization increases. The company has also been shifting toward higher-value orders (premium delivery, one-to-one express service) and instant retail, where the commission and fee structures are more favorable than basic meal delivery.
Competitive Position and Moat
Meituan's competitive position rests on five interlocking sources of advantage:
1. Delivery network density. With 5 million+ couriers and approximately 90 million daily orders, Meituan's logistics network operates at a scale that no competitor has matched. The network exhibits strong economies of density: more orders → higher rider utilization → lower per-order cost → lower prices or faster delivery → more orders. JD.com, despite its massive e-commerce logistics infrastructure, reached approximately 20 million daily food delivery orders by May 2025 — less than a quarter of Meituan's volume.
2. Merchant supply. Meituan works with approximately 10 million transacting merchants annually, spanning restaurants, hotels, movie theaters, spas, salons, and retail stores across 2,800+ cities and counties. This breadth of supply — particularly in lower-tier cities where competitors have thinner coverage — creates a consumer experience advantage that is difficult to replicate.
3. Consumer habit and scale. 770 million annual transacting users represents more than half of China's population. The habitual nature of food ordering — multiple times per week — creates deep behavioral lock-in that subsidy-driven competitors must overcome not once but continuously.
4. Data and algorithmic advantage. A decade of delivery data — billions of orders, each with associated routing, timing, weather, and merchant-preparation data — feeds AI systems that optimize dispatch, demand forecasting, and pricing in ways that newer entrants cannot replicate without equivalent historical data.
5. Cross-category platform. Unlike single-vertical competitors (Ele.me in delivery, Ctrip in travel, Douyin in in-store deals), Meituan's platform spans the full spectrum of local commerce. This allows cross-selling that amortizes customer acquisition costs and increases per-user lifetime value.
The moat is real but under measurable pressure. Douyin eroded Meituan's in-store business market share through content-driven discovery in 2023–2024, forcing Meituan's largest organizational restructuring in six years. JD.com's food delivery entry in 2025 demonstrated that well-capitalized entrants can build meaningful order volume quickly, even if unit economics remain unfavorable. And Alibaba's integration of Ele.me into Taobao — creating Taobao Shangou — gives the combined entity access to approximately one billion daily active users across Taobao, Alipay, and Amap, potentially overwhelming Meituan's standalone traffic advantage.
The Flywheel
Meituan's competitive advantage operates as a multi-layered flywheel where each component feeds the others:
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Meituan's Compounding Flywheel
How scale in one dimension drives advantage across all others
Step 1High-frequency food delivery builds daily consumer engagement and app opens, creating the largest audience for local services in China.
Step 2Consumer scale (770M users) attracts merchants, who list on the platform to access demand they cannot generate independently.
Step 3Merchant breadth (10M merchants) improves consumer selection, increasing order frequency and satisfaction.
Step 4Order volume (90M daily) increases rider utilization, reducing per-order delivery cost and improving delivery speed.
Step 5Operational efficiency enables competitive pricing and faster delivery, driving more orders and widening the gap with competitors.
Step 6Cross-category expansion (hotels, travel, in-store, instant retail) monetizes the consumer relationship across additional revenue streams at near-zero marginal acquisition cost.
The critical insight is that the flywheel does not operate at the level of any single business line. It operates at the platform level. Food delivery is the engine that spins the flywheel. Hotels, travel, in-store services, and instant retail are the businesses that monetize the spin. The AI and data layer accelerates the rotation. Each turn makes the next turn easier.
Growth Drivers and Strategic Outlook
Meituan's growth over the next three to five years will be driven by five specific vectors:
1. Instant retail (Instashopping). The delivery of non-food goods — groceries, pharmacy items, electronics, flowers — within 30 minutes, leveraging the existing delivery network. Meituan's target is 18 million non-food daily orders and 100,000 flash warehouses by 2027. China's instant retail market was valued at approximately RMB 1.64 trillion ($229 billion) in 2024 and is projected to approach RMB 2 trillion by 2027.
2. International expansion (Keeta). The global online food delivery market is valued at approximately $1.4 trillion. Meituan's Keeta brand is live in Hong Kong (market leader), Saudi Arabia (number two), and Brazil (recently launched with $1 billion committed). If Meituan can replicate even a fraction of its domestic playbook internationally, the TAM expansion is enormous.
3. Membership monetization. The March 2025 launch of Meituan Membership creates a retention engine designed to increase per-user transaction frequency and cross-category spending. Amazon Prime generates approximately $40 billion in annual subscription revenue; Meituan's membership, while structurally different, targets a comparable behavioral transformation.
4. AI integration. The LongCat foundation model, AI-powered merchant tools, and dispatch optimization represent a technology layer that could meaningfully improve unit economics across the entire platform. Wang Xing has stated that food delivery and AI are Meituan's two strategic priorities for 2025.
5. Lower-tier city penetration. While Meituan operates in 2,800+ cities, order density in lower-tier cities is substantially below top-tier levels. Growth in these markets — driven by urbanization, rising disposable incomes, and expanding delivery infrastructure — represents meaningful incremental volume.
Key Risks and Debates
1. The 2025 delivery war may be structurally unwinnable. JD.com has stated it views food delivery losses as cheaper than buying traffic from Douyin. Alibaba has committed RMB 50 billion to Taobao Shangou. If competitors treat delivery as a strategic loss leader rather than a standalone business, Meituan may be forced to accept permanently lower margins on its core business. Goldman Sachs estimates Alibaba alone could sustain $5.7 billion in food delivery losses over twelve months.
2. Regulatory risk is structural, not episodic. SAMR's January 2026 investigation into "cutthroat competition" signals that Beijing views the delivery sector as a transmission channel for deflation. If regulators impose subsidy caps, mandatory minimum pricing, or labor-cost mandates (such as requiring comprehensive social insurance for all riders), Meituan's cost structure could shift permanently. The 2021 antitrust fine ($533 million) was a warning; the labor question is the deeper threat.
3. Delivery rider welfare is a political vulnerability. The 10 million-strong delivery workforce is young, urban, visible, and essential — a demographic that Beijing cannot afford to alienate. JD.com's offer of comprehensive social insurance for riders was a competitive weapon aimed directly at this vulnerability. If mandated broadly, such requirements could add billions in annual costs.
4. Douyin's content-driven commerce threatens in-store services. ByteDance's Douyin has demonstrated that algorithmic content discovery can redirect local-services demand away from Meituan's search-and-list model. While Meituan stabilized this front through its 2024 reorganization, the content-commerce paradigm represents a structural challenge to Meituan's demand-generation model.
5. International execution risk. Meituan's domestic advantages — regulatory familiarity, merchant density, rider network, cultural fluency — do not translate automatically to Riyadh or São Paulo. The $1 billion Brazil commitment is substantial but small relative to the capital that local and global competitors (iFood, Rappi, Uber Eats) have deployed in Latin America. Early success in Hong Kong — a market of 7.5 million people with cultural and geographic proximity to China — may not predict performance in fundamentally different environments.
Why Meituan Matters
Meituan is the most consequential company that most Western operators and investors have never studied. It represents a distinct model of platform building — one that is physical before it is digital, operational before it is technical, and incremental before it is visionary. While Silicon Valley celebrates zero-marginal-cost software businesses, Meituan built a $100 billion company on the back of millions of humans riding electric scooters through traffic. The moat is not a patent or a network effect in the abstract; it is the accumulated density of physical infrastructure — riders, merchants, warehouses, routes — layered so thickly that replication requires not just capital but time.
For operators, Meituan offers two essential lessons. The first is about the power of frequency as a platform strategy. Owning the most frequent transaction in a consumer's life is more valuable than owning the most profitable one, because frequency creates the relationship from which everything else can be sold. The second is about the paradox of operational moats. The physical network that makes Meituan nearly invincible is also the thing that makes it most vulnerable — to regulators who control labor law, to competitors who weaponize worker welfare, to a public that is increasingly uncomfortable with the human cost of algorithmic efficiency.
Wang Xing's infinite game continues. The delivery riders are still sprinting. The question Meituan must answer — and that every platform business built on human infrastructure must eventually confront — is whether the game can go on forever, or whether the players themselves will demand a different set of rules.
