QM报告：即时零售用户结构打破“薅羊毛”刻板印象

This article draws on data from QuestMobile's 2026 China Mobile Internet Semi-Annual Report to challenge the common stereotype that instant retail users are only low-quality deal-seekers. Key takeaways are as follows:

1. It reveals verified data on the actual quality of instant retail users. Take the overlapping users of Taobao Flash Purchase and the main Taobao app as an example: 93.8% of this group spend over 1,000 yuan per month, 51.3% are under 30 years old, and 69.4% are based in first- and second-tier cities. All three core metrics outperform average Taobao users, and this group is also far more active on Taobao's main platform than average users, confirming that instant retail has no shortage of high-value users.

2. It outlines the latest development trends of the instant retail industry. Market penetration continues to expand, with user growth across all tier-1 to tier-4 cities. Supply in lower-tier下沉 markets is steadily expanding, and the industry has extended into multiple adjacent sectors. Industry competition has shifted from subsidy battles to competition over user operation efficiency and local supply capacity.

The latest industry data and trends on instant retail shared in this article offer high reference value for brands looking to enter the space and align with industry direction. Key takeaways are as follows:

1. In terms of user and consumption trends: The article breaks the stereotype that instant retail users are all low-quality deal-hunters. Today, the core user base of instant retail is primarily young, high-spending, highly active users in first- and second-tier cities, with far better user quality than commonly expected. This is a high-value customer segment worth brands' deep cultivation, and brands can adjust their product and marketing strategies to target this group.

2. In terms of industry competition and channel strategy: Instant retail is still in a period of penetration and expansion, with growing supply in下沉 markets, user growth across all regions, and expansion into multiple sectors including fresh produce and food services. Competition focus has shifted from subsidies to user operations and local supply capacity. Brands can capture incremental growth in下沉 markets, adjust their layout priorities, and strengthen their own operation and supply capabilities.

The latest industry developments on instant retail outlined in this article provide clear opportunity alerts and direction guidance for sellers. Key takeaways are as follows:

1. In terms of market opportunities: Instant retail is still in a stage of rapid penetration and growth, with user growth across all tier-1 to tier-4 cities. Supply in下沉 markets continues to expand, and the industry has extended into multiple tracks including independent fresh e-commerce and food services, leaving abundant room for incremental growth. Leading platforms including Alibaba and JD.com have both gained substantial user growth and retention via their instant retail布局, confirming that the track still holds massive growth opportunities.

2. In terms of strategy adjustment and risk alerts: Industry competition has shifted from subsidy-driven growth to competition over user operation efficiency and local supply capacity. Sellers should abandon the old approach of relying solely on platform subsidies for user acquisition and retention, adjust their direction in a timely manner, focus on improving their own user operation capabilities, and improve matching of local supply to capture demand from high-value young users and gain market share.

The new trends in the instant retail industry disclosed in this article offer multi-faceted insights for factories looking to expand sales channels and advance digital transformation. Key takeaways are as follows:

1. In terms of business opportunities: Instant retail is still in a stage of rapid expansion and penetration, covering the entire market from first- and second-tier cities to lower-tier下沉 markets, with user growth across all regions and expanding supply in下沉 markets. The industry has extended into multiple categories including fresh produce and food services. Factories can partner with instant retail platforms to open new distribution channels and capture the incremental market opportunities brought by instant retail.

2. In terms of product and transformation insights: The core user base of instant retail is young, high-spending consumers in first- and second-tier cities. Factories can tailor product design and production to meet the needs of this group. Meanwhile, as industry competition has shifted focus to local supply and user operations, factories can advance digital transformation to adapt to instant retail's requirements of fast turnover and alignment with local demand, and improve channel fit.

The new industry developments in instant retail outlined in this article can help service providers grasp industry trends and identify the right service direction. Key takeaways are as follows:

1. In terms of industry development trends: Instant retail has left behind its early stage of relying solely on subsidies for user acquisition, and entered a mature development phase where core competitiveness lies in user operation efficiency and local supply capacity. Industry penetration continues to expand, and the expansion of supply in下沉 markets and extension into multiple sectors have generated substantial new service demand, creating abundant market space.

2. In terms of client pain points and service direction: Brands and merchants across the industry are currently facing the common pain point of transforming from a subsidy-driven model to an operation-driven model, with core demand centered on improving user operation efficiency and improving local supply capacity. Service providers can develop targeted solutions around these two areas, and align their service product布局 with the trends of下沉 market expansion and cross-industry extension to meet new emerging demand.

The latest industry data and trends disclosed in this article offer important reference value for platform operators布局ing instant retail and adjusting operation strategies. Key takeaways are as follows:

1. In terms of user growth and merchant recruitment: The user quality of instant retail far exceeds expectations, with a core base of young, high-spending, highly active users. Platforms can optimize user operation strategies to unlock deeper user value. Currently, user growth has been achieved across all tier-1 to tier-4 cities, and there is still substantial room for supply expansion in下沉 markets. Platforms can step up merchant recruitment efforts in下沉 markets to enrich local supply and capture incremental growth.

2. In terms of operation adjustment and risk mitigation: Industry competition has shifted from competing on subsidy scale to competing on user operation efficiency and local supply capacity. Platforms need to adjust their strategic direction in a timely manner, reduce reliance on subsidies for user acquisition and retention, reallocate resources to improving user operation efficiency and strengthening local supply capacity, and avoid the risks of retaining users solely through subsidies. They should also capture the trend of industry expansion into multiple sectors to extend their business boundaries.

This article discloses the latest 2026 monitoring data on China's instant retail industry from QuestMobile, and presents the latest development dynamics of the instant retail sector, offering high reference value for research in related fields. Key takeaways are as follows:

1. In terms of new industry characteristics: This article uses up-to-date data to break the long-held stereotype of instant retail users held by both academia and industry. It confirms that instant retail attracts primarily high-spending, highly active young users with high retention quality, rather than the widely perceived pool of low-quality users only chasing subsidies. At the same time, instant retail penetration continues to expand, with user growth across all regions, and clear industry spillover effects as the sector has extended into multiple related fields including fresh produce and food services.

2. In terms of new industry development trends: Instant retail has completed its initial subsidy-driven user acquisition phase, and competition focus has officially shifted to user operation efficiency and local supply capacity, with the business model transitioning from subsidy-driven to operation-driven. This new shift provides a fresh case for studying the evolutionary path of the internet retail industry, and also offers a new observation sample for research on retail upgrading in下沉 markets.