PBESProceedings of Business and Economic Studies2209-26412209-265XBio-Byword Scientific Publishing Pty. Ltd.10.26689/pbes.v8i5.12110ArticleConstruction of a Marketing System for Leveled Mathematics Readers from a User-Oriented Perspective: A Strategy Optimization Study Based on the 4V Marketing Modelhttps://artdesignp.com/journal/PBES/8/5/10.26689/pbes.v8i5.12110OuyangZhaoyong,LiuGuanlin2025852025-09-26In the context of the continuous deepening of the “Double Reduction” policy and the growing demand for quality education, leveled mathematics readers, as an emerging form of publishing that integrates subject education and reading experience, face challenges such as unclear leveling logic, insufficient functional support, and weak user engagement. This paper introduces the 4V marketing theory and constructs an analytical framework from four dimensions: differentiation, functionality, added value, and resonance. Two representative products, “Climbing Mathematics” and “Spark Mathematics,” are selected for a typical case comparison to identify their strengths and weaknesses in content design, service systems, and brand operation, and to extract transferable strategic elements. The study finds that the user-value-oriented strategy based on the 4V model can effectively address the core issues in the market promotion and user relationship building of leveled mathematics readers, providing practical paths and theoretical support for educational publishing institutions to achieve product innovation and brand upgrading in this niche field.

Wang Y, 2024, Research on the Learning Progression of the Concept of Fractions in Primary School, Master’s thesis, Beihua University.

Yang X, 2025, Compilation of the Primary School Students’ Mathematical Reading Ability Questionnaire and Its Reliability and Validity Test. Psychological Exploration, 45(01): 87–94.

Shi L, 2023, Analysis of K12 Online Education Platform Governance Strategies Based on Two-Sided Market Theory. East China Science and Technology, (12): 97–99.

Li P, 2023, Path to Enhancing the Modernization Level of the Book Publishing Industry Chain in the Context of Media Convergence. Communication and Copyright, (10): 69–71.

Zhang Y, 2025, Application Strategies of Differentiated Teaching Method in Primary School Mathematics Education. Mathematical Learning and Research, (21): 126–129.

Yang X, 2024, Application of Differentiated Teaching Method in Primary School Mathematics Education. Mathematical Learning and Research, (36): 142–145.

Zhou B, 2024, Creation of the National Digital Reading Literacy System. Modern Publishing, (06): 42–51.

Cheng M, Zhou Y, 2018, From Traffic Monetization to Relationship Monetization: Research on Community Economy and Its Business Model. Contemporary Communication, (02): 68–73.

Sun C, Shen L, Li X, 2021, Personalized Marketing Strategy of Clothing Brands in the New Media Environment. Wool Textile Science and Technology, 49(11): 58–63.