How Chinese Companies Scale Personalization with AI

Harvard Business ReviewAbout 3 min readAug 27, 2025Watch original
THE SUMMARYAI-generated

Key Concepts:

  • Hyperpersonalization: Using AI to create highly tailored experiences for individuals or specific segments.
  • Industry-Specific Hyperpersonalization: Applying hyperpersonalization techniques within a particular industry, such as healthcare or B2B marketing.
  • B2B Vending Site: An online platform where businesses can sell products to other businesses (e.g., Alibaba).
  • Marketing Material Generation: Using AI to automatically create images, descriptions, and other content for marketing purposes.
  • Scaled Personalization: Achieving personalization at a large scale, making it accessible to a wide range of users or businesses.

Chinese Advancement in Industry-Specific Hyperpersonalization

The core argument is that China is more advanced in industry-specific hyperpersonalization using AI compared to Western counterparts. While the question is posed generally about "hyperpersonalization," the response focuses on specific sectors.

Examples and Case Studies

  • Healthcare: The speaker suggests that China is likely better at hyperpersonalization in healthcare.
  • B2B Marketing: Similarly, China is considered likely more advanced in hyperpersonalization for B2B marketing.
  • Alibaba's B2B Vending Site: The speaker uses Alibaba as a prime example. Chris Tang, CMO of Alibaba, explained how they leverage AI to empower vendors on their platform.

Alibaba's AI-Powered Marketing Material Generation

  1. Problem: Vendors on Alibaba, particularly those selling a wide variety of products (e.g., 50 types of mugs), often lack the resources to create comprehensive marketing materials for each item. They typically focus on their bestsellers.
  2. Solution: Alibaba's AI allows vendors to generate marketing materials (images, descriptions, etc.) for all their products, including the less popular ones.
  3. Process: A vendor selling 50 types of mugs can use Alibaba's AI to create marketing content for the 45 mugs they previously couldn't afford to promote.
  4. Impact: This enables "scaled up amazing personalization" that was previously impossible due to resource constraints.

Supporting Evidence and Arguments

  • The conversation with Chris Tang, CMO of Alibaba, provides direct insight into how a major Chinese company is implementing AI for hyperpersonalization.
  • The example of mug vendors illustrates the practical benefits of AI-driven marketing material generation for businesses with limited resources.
  • The argument is that China's focus on industry-specific applications allows them to develop more specialized and effective hyperpersonalization solutions.

Notable Quotes

  • "What they are using their AI for is to allow the vendors on Alibaba... to create marketing material, images, descriptions, etc. for the remaining 45. And now all of a sudden I have this scaled up amazing personalization which till yesterday was simply not doable." - Chris Tang, CMO of Alibaba (attributed).

Technical Terms and Concepts

  • AI (Artificial Intelligence): The use of computer systems to perform tasks that typically require human intelligence, such as learning, problem-solving, and decision-making.
  • CMO (Chief Marketing Officer): The executive responsible for overseeing all marketing activities within an organization.

Logical Connections

The speaker connects the general question of Chinese AI hyperpersonalization to specific industry examples. The Alibaba case study serves as concrete evidence to support the claim that China excels in industry-specific applications. The example of the mug vendor illustrates the practical benefits of this approach.

Synthesis/Conclusion

China is likely more advanced in industry-specific hyperpersonalization due to its focus on practical applications within sectors like healthcare and B2B marketing. Alibaba's use of AI to generate marketing materials for vendors exemplifies this advantage, enabling scaled personalization that was previously unattainable. This approach empowers businesses with limited resources to effectively market a wider range of products.

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