When e-commerce logic is' formatting 'our streets

Economic Observer Follow 2026-04-08 11:16

Song Yuru/Wen

Once upon a time, e-commerce and physical stores were seen as two sides of retail: one was extreme efficiency and low prices, and the other was warm service and tangible texture.

However, with the peak of traffic dividends, this long-standing "enclosure movement" has undergone a qualitative change. E-commerce giants are accelerating their transition from the cloud to the ground, with offline discount stores sprouting up like mushrooms on the streets. This may seem like a physical recovery, but it is actually a deep reshaping of offline space by e-commerce logic.

When giants enter the market with algorithms, front warehouses, and capital leverage, a serious question arises: if offline convenience comes at the expense of the richness of consumer scenarios, and if extreme internal competition leads to high-quality brands being squeezed out of the market, will we ultimately achieve commercial evolution or a digital factory that flattens warmth?

E-commerce logic expands towards physical entities

From a macro perspective, the reshaping of physical retail by e-commerce platforms has surpassed the initial stage of dimensionality reduction and entered a deeper and more complex stage of ecological restructuring and physical expansion.

Over the past 20 years, we have been accustomed to viewing e-commerce as the opposite of physical stores, believing that its core logic is to exogenously deconstruct traditional commerce through the resolution of temporal and spatial limitations, low rental costs, long tail effects, and infinite shelves.

But this simple substitution relationship has undergone a qualitative evolution in recent years.

When online traffic dividends entered the stock game, Internet giants were no longer satisfied with sharing profits in the cloud, and began to extend their tentacles to physical streets on a large scale. The transition from being a "substitute" to an "occupier" signifies that the retail industry is undergoing a second spatial revolution driven by algorithms.

Firstly, it manifests as the penetration and heavy asset layout of e-commerce giants into offline entities. From the emergence of Hema Fresh to the rapid establishment of JD's "new channel", e-commerce platforms have implanted physical support points with platform genes in various corners of the city through self construction or franchising.

It is worth noting that this is not a return to traditional retail, but a spatial production based on big data. For giants, the purpose of building physical stores is to fill the blind spots of online tactile perception, transforming the previously scattered and vague offline traffic into quantifiable and traceable digital assets. The physical stores here are no longer independent business entities, but physical extensions and traffic entrances of online platforms.

This trend has been particularly evident in recent times, as regulatory authorities have increased their constraints on online unfair competition and disorderly capital expansion. The pure online model, which relies solely on algorithm dividends, has been constrained to some extent.

Faced with the dual pressure of high traffic and strict regulation, e-commerce giants are forced to shift their focus of competition to offline, attempting to replicate the scale effect on the physical world.

The extremely popular "e-commerce live streaming offline discount stores" and "near expiry product discount stores" in the past two years are products of strategic shift. They are disguised as physical retail, but they are infused with the e-commerce blood of ultimate efficiency and inventory turnover.

These discount stores have transformed their offline space into a temporary "flood discharge area" for clearing inventory and boosting sales by integrating excess online supply chain resources and utilizing the instantaneous explosive power of live streaming rooms.

The rise of this model not only broke the stable price system of physical retail, but also triggered unprecedented offline "competition". When online logic is forcibly transplanted into community alleys, the competition between physical stores is no longer based on product differentiation or service warmth, but has evolved into a competition for supply chain squeezing ability.

Recently, Meituan invested 717 million US dollars to fully acquire Dingdong Maicai. Through this incident, we can gain insight into how e-commerce giants integrate their offline ecosystems through capital mergers and acquisitions. Meituan aims to incorporate Dingdong Maicai's over 1000 pre positioned warehouses, seven consecutive quarters of profit models, and years of deep cultivation in the fresh food supply chain into its instant retail landscape.

Pre warehouse is essentially a de scenarized physical store that strips away the shopping attributes of commercial districts and only retains warehousing and delivery functions. When these physical outlets, which are uniformly allocated by Meituan and have ultimate delivery efficiency, are spread throughout the city, the functions of small vegetable markets, convenience stores, and independent supermarkets, which were originally the core of community life, as urban public spaces will be extremely compressed.

Firstly, this "squeeze" forms a scale monopoly through the power of capital, eroding the profit margins of traditional small shops; Subsequently, utilizing the convenience of instant delivery, the psychological bond between consumers and physical space is severed. This kind of stock transfer from online to offline is essentially diverting the "involution" mode of the online market to physical streets.

When giants gradually format street side stores as the fulfillment end of the platform through acquisitions, encirclement, and discount transformation, the change of e-commerce to physical entities is no longer simply "store closure", but "the store still exists, but the inner soul has become an algorithm".

While exacerbating the survival crisis of traditional retail industry, this will also reshape urban commercial civilization at a deeper level, causing high-quality and independent brand spirit physical stores to be increasingly marginalized in algorithm driven business logic.

Alienated Business Ecosystem

When e-commerce platforms delve deeper into offline, there is a underlying substitution of business logic behind it.

The business logic of traditional physical stores lies in the "field", creating an atmosphere of instant experience through spatial display, shopping guidance services, and location traffic. The core of e-commerce logic lies in "flow", which achieves precise turnover efficiency through data distribution, extreme warehouse allocation, and algorithm matching. When the logic centered on algorithms fully takes over the physical space, the essence of the retail industry will be redefined, and the efficiency dividends and ecological concerns it presents will constitute a deep contradiction.

From the perspective of efficiency, e-commerce logic exhibits strong industrial characteristics in the transformation of physical stores, with its significant advantage being the complete digitization and warehousing of physical spaces. In instant retail models such as Meituan and Dingdong Maicai, offline stores are no longer product display centers, but have evolved into distributed front warehouses. This model breaks the traditional dependence of stores on natural customer flow, uses algorithms to predict demand, and pushes inventory to the physical coordinates closest to consumers.

Taking the more than 1000 pre warehouses of Dingdong Maicai as an example, their location has abandoned the high rent bustling commercial district and turned to low-cost space behind the community. The logic of offline services and online delivery has shortened the delivery response from "days" to "minutes", greatly improving the output efficiency per unit area. At this point, physical stores have become an offline node of the algorithm, and the improvement in efficiency comes from the extreme compression of labor, rent, and losses. Retail is as accessible as water and electricity, which meets the fast-paced urban convenience needs.

However, the cost of transformation based on ultimate efficiency is the lack of a sense of commercial scene and consumer experience.

The reason why traditional commerce can carry social life is that it provides a possibility of "strolling" - a non-linear experience that includes sensory touch, emotional communication, and unexpected surprises. But under the logic of e-commerce, warmth is replaced by a cold instruction set. Whether it's the unmanned operation of scanning codes and leaving, or the shelves stacked like warehouses in live discount stores, all aim to reduce consumers' stay time. When physical stores are simplified into pick-up points or clearance areas, the sense of ritual in shopping is rapidly disappearing.

The deeper crisis lies in the fact that this transformation will also undermine the social bonds of local life. Streets were originally the "living rooms" of urban life, and vibrant specialty shops were the carriers of neighborhood interaction; When they are formatted by algorithms, the urban space becomes monotonous and boring, and although the physical distance is close, the psychological connections become increasingly distant under algorithm isolation.

What is more destructive than the lack of scenes is the industry wide price "involution" and quality regression caused by e-commerce logic.

In the e-commerce pricing model, low price is the only universal formula for obtaining traffic. When this logic is introduced offline, especially when giants use capital leverage to forcefully promote low-priced discount stores, the industry evaluation standards are lowered to the survival red line.

In the past, consumers had psychological stratification: buying cheap consumables online and selecting high-quality products offline. This leaves a fertile ground for high-quality physical stores to survive. But with the "clearance style" invasion of e-commerce, this sense of security is being destroyed.

In order to survive in the price war, many physical stores are forced to give up quality and force the supply chain to produce low-cost goods, resulting in "bad money driving out good money". A high-quality store that focuses on brand tone and service cost is powerless in the algorithm driven low price vortex. When high-quality supply is squeezed out of core areas and replaced by generic white label low-priced stores, the innovation drive of the commercial ecosystem will be greatly suppressed.

At present, we must be wary of this trend: when affordability becomes the only competitive advantage, physical retail will transform from a "quality highland" to a "low price depression", undoubtedly implicitly lowering the quality of life of the public. The essence of efficiency improvement based on "involution" is to overdraw the future of the industry, causing physical stores to lose both their soul and the possibility of high-end evolution.

Correction and Reshaping of Retail Ecology

In the face of the reconstruction of physical space by e-commerce logic, simple resistance or support is not a good solution. It is necessary to calibrate the values dimension while respecting the efficiency revolution. The retail industry should not be a "zero sum game" where algorithms take over warmth, but should rebuild the underlying logic, quality control mechanisms, and institutional protection to achieve a "win once" for e-commerce and physical entities.

Firstly, offline discounting should return to "efficiency driven" rather than "stock harvesting". The current hot live streaming offline discount stores cannot sustain their prosperity if they are only low-priced dumping under capital subsidies or a "flood area" for online tail goods.

The true discount business should be the ultimate manifestation of supply chain efficiency, rather than excessive squeezing of profit margins. We should advocate for "value discounts" based on refined management - by optimizing turnover, reducing links, and releasing dividends.

Retail giants should restrain the impulse of predatory pricing, and the ideal path should be to use instant delivery networks and deterministic supply chains to provide communities with cost-effective fresh produce, rather than squeezing suppliers and small and micro vendors for short-term growth. Only in this way can physical commerce maintain its dignity in efficiency upgrades.

Secondly, deep collaboration should be established between online and offline around quality. For a long time, the situation of online and offline being mortal enemies has led to serious waste of social resources.

The future pattern should be a deep coupling of "online drainage, offline endorsement" and "online efficiency, offline experience". When e-commerce platforms enter offline, they should use big data to accurately identify needs and inject trust into physical stores through strict quality control. More importantly, physical stores should not be reduced to offline display cabinets for low-quality products. Through unified quality standards and traceability systems, traffic should be accurately directed to high-quality nodes.

This complementary relationship allows "good things" to receive reasonable premiums both online and offline, improving the overall operational quality of social retail.

More importantly, the institutional level should also protect high-quality and distinctive physical stores. These shops are the cultural calling cards and social hubs of the city, carrying non-standard values that algorithms cannot quantify.

Faced with the wave of standardization, the government and industry associations should reserve living space for slow businesses through policy guidance, rental subsidies, or commercial district planning to prevent them from being indiscriminately cleared in the capital price war. A healthy urban ecology requires both Meituan and Dingdong to provide ultimate convenience, as well as independent bookstores and handicraft workshops to provide warm support.

Ultimately, the ultimate goal of retail evolution should be 'each wins once'. E-commerce wins by driving low transaction costs with technology, while physical entities win by maintaining the scale of "people". Technology and capital should be directed towards better life services, rather than a monotonous consumption wasteland.

When we learn to use algorithms to serve life instead of enslaving it, China's retail industry can overcome the "internal competition" and move towards a new commercial civilization where efficiency and warmth coexist, jointly safeguarding the quality of life in the era of algorithms.

Disclaimer: The views expressed in this article are for reference and communication only and do not constitute any advice.