AI 时代全球化品牌的“双线战法”：国内重心智，海外重研发 | 乐奇Rokid研学笔记

This article distills key insights for Chinese brands to break through in the AI era, proposing a dual-track strategy for global brands: prioritize building customer mindshare in the domestic market, and focus on R&D layout in overseas markets. It delivers clear key takeaways and actionable directions for general readers.

1. Domestic brand building practices: The core of branding is to occupy customer mindshare. Brands need to align all touchpoints from product development to marketing around a single core value, prioritize long-term compound growth, avoid price wars, secure the top position in the customer's mind for the category via differentiation, earn price premiums through intangible value, and steer clear of the "traffic rental" trap.

2. Cross-border branding practices: When going global, brands should not fixate on traffic. Instead, they should prioritize product R&D, identify unmet needs among niche consumer groups to define new categories, and follow the "four singles" rule for expansion: first entrench deeply in a single market, single channel, single category, and single brand, then expand after reaching a meaningful scale. Building overseas production facilities requires increasing the share of local content to mitigate geopolitical risks.

This article puts forward a core dual-track strategy for global Chinese brands in the AI era: prioritize mindshare domestically, prioritize R&D overseas. Drawing on multiple case studies including Rokid and Feihe, it provides end-to-end operational guidance for brand owners.

1. Brand marketing and pricing competition: Brands should not become reliant on traffic rental; instead, they need to build mindshare that drives consumers to seek them out by name, carve out a unique niche through differentiation, and lock in mindshare via centralized communication, with all touchpoints aligned to reinforce core value. It advises rejecting price wars in favor of an upgraded strategy focused on quality-value, pain point resolution and emotional value, expanding profit margins through intangible value, and securing independent pricing power via product R&D.

2. Product R&D and global layout: Great products are the foundation of all brand building. For cross-border expansion, brands should shift their focus from chasing traffic to understanding users, and capture global market share by defining new categories through R&D. Expansion should follow the "four singles" approach for gradual growth, and when building overseas supply chains, brands should increase the share of local production to mitigate long-term geopolitical and trade risks.

This article analyzes shifts in domestic and cross-border markets in the AI era, identifies new growth opportunities and key risks for sellers, and outlines a clear actionable roadmap.

1. Opportunities and strategies for the domestic market: In this era of saturated market competition, price wars are a dead end with no exit. New growth opportunities come from occupying customer mindshare. Sellers should avoid oversaturated red ocean sectors, build differentiated positioning to own category mindshare, earn price premiums via intangible value, break free from reliance on traffic rental, build mindshare that drives consumers to seek them out by name, and reduce long-term traffic acquisition costs.

2. Opportunities and risk warnings for cross-border markets: AI has completely reshaped channel traffic logic, where traffic distribution no longer depends on operational tricks—great products earn AI recommendations. The industry has officially entered the era of R&D-driven brands, with growth opportunities coming from defining new categories via R&D to capture pricing power. For risks, blind expansion across multiple sectors and failure to increase local production share in overseas layouts often lead to growth stagnation and geopolitical risks. Sellers should follow the "four singles" rule to entrench deeply before expanding, and always prioritize product R&D.

This article provides clear direction and insights for traditional Chinese factories transitioning to brand ownership and global expansion in the AI era, tailored to the specific needs of factory transformation.

1. Product development and design requirements: Consumer demand has shifted from focusing solely on product functionality to requiring a combination of functional performance, mindshare positioning, and emotional value. When developing new products, factories must first meet consumers' basic functional needs, then layer in differentiated features and core value. They should target unmet needs of niche consumer groups and build differentiated products through R&D.

2. Business opportunities and transformation direction: After decades of development, Chinese manufacturing has completed its upgrade from OEM/ODM to integrated R&D, production and sales. The current market is primed for R&D-driven global brands. Leveraging their deep supply chain expertise, factories can capitalize on their advantages to transition to owning their own brands, following the dual-track strategy of prioritizing mindshare domestically and R&D overseas.

3. Insights for digital and e-commerce transformation: AI has reshaped e-commerce traffic distribution logic, where only great products earn recommendations from platform AI. Factories undergoing transformation should prioritize R&D and product quality over paid traffic for sales, as great products are the core of long-term growth.

This article analyzes development trends of the branding industry in the AI era, summarizes common pain points facing brand owners, and provides actionable insights for service providers to grow their business.

1. Industry development trends: In the AI era, domestic brand competition has shifted from traffic competition to mindshare competition, while global branding has reached an inflection point toward R&D-driven models. AI has reshaped channel traffic distribution, and global supply chains have shifted from single-source China direct shipping to a multi-regional meshed network. The overall industry is upgrading toward higher quality and greater brand focus.

2. Core pain points of brand clients: A large number of small and medium-sized brands are trapped in reliance on traffic rental, leading to ever-rising traffic costs, failure to build independent customer mindshare, thin profits from endless price wars. Most cross-border brands lack clear strategy, tend to expand blindly, have no core R&D capabilities to secure pricing power, and often overlook geopolitical risks.

3. Actionable service directions: Service providers can offer strategic positioning consulting to help brands build differentiated positioning and implement systematic supporting actions to lock in customer mindshare. They can also provide R&D planning and global supply chain layout guidance for cross-border brands, helping clients mitigate risks and maintain a steady expansion pace.

This article summarizes core demands from brands on platforms, points out flaws in current platform operations, and provides guidance for platforms to adjust operating strategies and optimize招商 direction.

1. Core brand demands and existing problems: Many current platforms overemphasize performance metrics tied to paid advertising, pushing brands into reliance on traffic rental, driving up customer acquisition costs continuously, and fueling widespread destructive price wars. Brands urgently need more stable exposure channels, and hope platforms will allocate more organic traffic to high-quality products, rather than rewarding only paid spending. In the AI era, brands also expect platforms to leverage algorithms to boost recommendations for high-quality products and clean up market competition.

2. Optimization direction for platform operations and招商: Platforms should prioritize recruiting R&D-capable, high-product-quality global R&D-driven brands, as these brands bring stable loyal proprietary users to platforms. For operations management, platforms should adjust their traffic distribution algorithms to prioritize high-quality products, reduce reliance on paid advertising revenue, help brands lower customer acquisition costs, and curb destructive cutthroat price competition.

3. Risk mitigation: Platforms should avoid falling into the vicious cycle of overreliance on paid advertising revenue. Supporting legitimate, substantive brands is the only way to build a healthy, sustainable long-term platform ecosystem.

This article proposes a new dual-track strategy framework for Chinese global brands in the AI era, sorts out new industry trends and core problems in the current branding sector, and offers high reference value for research in related fields.

1. New industry development trends: AI has reshaped the logic of brand competition: domestic brand competition has shifted from traffic competition to mindshare competition, while cross-border brand competition has shifted from bulk shipping and traffic competition to competition around defining categories via R&D. AI-powered distribution now directly recommends products, skipping paid traffic, forcing the entire industry to upgrade. Chinese manufacturing has completed its transition from OEM to integrated R&D, production and sales, and is now advancing to build globally recognized brands, while global supply chains have formed a multi-regional meshed layout.

2. New emerging industry problems: A large number of brands confuse correlation and causation for growth, incorrectly treat traffic as the driver of growth, and become trapped in a dead end of price wars due to reliance on traffic rental. Many cross-border brands lack clear strategy, expand blindly, have no core R&D capabilities, and overlook geopolitical risks tied to overseas layout.

3. Summary of a new business model: This paper summarizes the new dual-track globalization model of "locking in mindshare domestically, defining categories via R&D overseas". Centered on high-quality products, this model prioritizes capturing customer mindshare before pursuing scale growth, and leverages China's supply chain and engineering talent dividends to build global brands. The paper argues this is a viable path for Chinese brands to go global today.