Douyin Store Merchants Guide Datadriven Business Models

Douyin Store Merchants Guide Datadriven Business Models

This article provides an in-depth analysis of three business models under the new TikTok Shop policies: merchant mode, influencer mode, and hybrid mode. It compares their advantages, disadvantages, and applicable scenarios, offering a selection guide and data analysis. The aim is to help merchants make informed decisions based on their own circumstances and seize the opportunities in TikTok e-commerce. This guide helps businesses understand which model best suits their needs to maximize success within the platform's evolving landscape.

12/30/2025 Logistics Industry Insights
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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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Innovative Green Choices in Express Packaging Materials and Sustainability Analysis

Innovative Green Choices in Express Packaging Materials and Sustainability Analysis

This paper analyzes the traditional issues of express packaging materials and the application of new materials. Conventional paper and plastic materials have evident flaws that fail to meet the demands of sustainable development. After research, we propose the use of carbon fiber for the outer shell of express boxes and PVC spunbond as internal shock-absorbing materials, offering a green and recyclable packaging solution aimed at exploring new pathways for the sustainable development of the express industry.

07/24/2025 Logistics
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BNSF Launches Faster Latohouston Freight Service

BNSF Launches Faster Latohouston Freight Service

BNSF Railway has launched an accelerated freight service from Los Angeles to Houston, reducing transit times by 24 to 48 hours. This service aims to optimize supply chains and promote environmental sustainability, showcasing BNSF's ongoing efforts to expand transportation capabilities.

09/16/2025 Logistics
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