Douyins Interestbased Ecommerce Challenges Traditional Retail Models

Douyins Interestbased Ecommerce Challenges Traditional Retail Models

Interest-based e-commerce, exemplified by Douyin (TikTok), is challenging the traditional shelf-based e-commerce model. While interest-based e-commerce can rapidly increase GMV, it faces profitability challenges. E-commerce platforms are exhibiting a diversified development trend. Douyin, while focusing on interest-based e-commerce, is also strengthening its shelf-based e-commerce capabilities. In the future, interest-based and shelf-based e-commerce are likely to coexist in the long term, catering to different consumer needs and shopping behaviors.

01/22/2026 Logistics Industry Insights
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AI Models Boost Performance Via Imitation Learning

AI Models Boost Performance Via Imitation Learning

MIT research indicates that scientific AI models with different architectures converge on similar internal representations when addressing the same problem. Through model distillation, smaller models can mimic the representation logic of high-performance base models, achieving comparable prediction accuracy at a lower cost. Future evaluations of scientific AI will increasingly focus on whether models enter a "truth convergence circle." Lightweight, low-cost AI will accelerate scientific innovation by enabling efficient knowledge transfer and deployment of effective solutions.

01/23/2026 Logistics Industry Insights
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Temus Seller Models Options for Crossborder Ecommerce

Temus Seller Models Options for Crossborder Ecommerce

The Temu platform offers three operational models: Full Management, Semi-Management, and Y2. Full Management is suitable for factory-type sellers, offering convenience but lower profits. Semi-Management provides sellers with greater autonomy and profit potential but requires attention to fulfillment timeliness. The Y2 model is an upgraded version of Semi-Management, addressing overseas warehousing challenges. Sellers should choose based on their specific circumstances. This variety allows for flexibility and caters to different seller capabilities and risk tolerance within the cross-border e-commerce landscape.

02/03/2026 Logistics Industry Insights
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China Unveils Key Crossborder Ecommerce Export Models

China Unveils Key Crossborder Ecommerce Export Models

This article provides an in-depth analysis of the four main export models in cross-border e-commerce: 9610, 9710, 9810, and 1210. Through case studies and comparative advantages, it offers professional guidance for businesses to choose the appropriate export method. This helps cross-border e-commerce sellers achieve compliant operations and profit growth in the global market. By understanding these models, businesses can optimize their strategies and leverage overseas warehouses for efficient logistics and improved customer satisfaction.

02/03/2026 Customs Knowledge
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Ecommerce Brands Boost Sales with Custom Shipping Solutions

Ecommerce Brands Boost Sales with Custom Shipping Solutions

This article delves into shipping strategies for different operational models of independent websites, providing customized logistics solutions for niche, general merchandise, large-scale, and dropshipping sellers. It also offers a guide for new sellers to avoid common pitfalls, helping them choose the right logistics channels, enhance brand experience, and ultimately achieve business growth. The analysis covers various factors influencing shipping decisions and provides practical recommendations for optimizing logistics operations.

12/31/2025 Logistics Encyclopedia
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Walmart Closes California Warehouse As Ecommerce Shifts Logistics

Walmart Closes California Warehouse As Ecommerce Shifts Logistics

Walmart's abandonment of its Merced distribution center plan in California underscores the challenges traditional logistics models face under the impact of e-commerce. Facing rapid e-commerce growth, Walmart is actively transforming by building e-commerce fulfillment centers and implementing strategies like 'store fulfillment' to create a more flexible and efficient omnichannel logistics system. In the future, intelligence and automation will become key trends in the logistics industry.

01/29/2026 Logistics Industry Insights
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Logistics Revolution in Industrial Internet Breaking Through and Opportunities

Logistics Revolution in Industrial Internet Breaking Through and Opportunities

The Industrial Internet is driving transformation in the logistics industry. Through strategies such as digitization and online integration, data connectivity, system collaboration, and empowering the smallest units, logistics companies are gradually transitioning from traditional models to intelligent services. The participation of capital in the future will play a significant role in supporting the industry's development.

07/24/2025 Logistics
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Global Dairy Industry Faces Supply Chain Challenges

Global Dairy Industry Faces Supply Chain Challenges

Dairy companies face complex supply chain challenges and need to re-evaluate their logistics strategies. This article analyzes the advantages and disadvantages of 1PL, 2PL, 3PL, and 4PL logistics models through the case study of dairy merchant John. It emphasizes that companies should choose the most suitable logistics solution based on their specific circumstances to optimize the supply chain, reduce costs, improve efficiency, and achieve business growth. The selection of the right logistics model is crucial for dairy businesses to thrive in a competitive market.

09/28/2025 Logistics Encyclopedia
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Logistics Sector Embraces Digital Shift Via Freight Platforms

Logistics Sector Embraces Digital Shift Via Freight Platforms

Network freight platforms are a key driver of digital transformation in the logistics industry. This article analyzes the definition and value of network freight platforms, as well as three typical transformation models: contract logistics, transportation companies, and platform-based enterprises. It emphasizes the opportunities and challenges of embracing network freight and looks forward to its future development trends, aiming to provide a reference for logistics enterprises to transform and upgrade. The adoption of these platforms is crucial for staying competitive in the evolving logistics landscape.

09/28/2025 Logistics Industry Insights
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