2025年中国营销智能体研究报告

Core Insights - The article emphasizes the rapid evolution of marketing intelligence agents, which are transforming from auxiliary tools to autonomous decision-making systems in marketing. This shift is driven by advancements in AI technology and the increasing adoption of AI-driven solutions by global marketing SaaS giants like Adobe, Salesforce, and HubSpot [1][4][22]. Market Trends and Global Dynamics - Three major changes are identified: accelerated changes in platform advertising environments, rising privacy requirements, and increased digital marketing investments by enterprises [2]. Emergence of Global Marketing Intelligence Agents - The application of computer technology in marketing is undergoing a profound transformation, evolving from data analysis and decision support to comprehensive marketing automation systems that cover creative generation, deployment strategies, and performance monitoring [4][11]. Challenges for Chinese Enterprises in Overseas Marketing - Chinese companies face significant challenges when expanding overseas, including cultural differences, complex channels, privacy and compliance issues, and cross-border payment difficulties [6]. Opportunities for Chinese Enterprises in Overseas Marketing - Marketing intelligence agents provide crucial support for Chinese companies in overseas marketing by assisting in material production, compliance checks, and localization operations, leveraging the rapid iteration of open-source large language models [8]. Definition of Marketing Intelligence Agents - Marketing intelligence agents are defined as products based on generative AI or machine learning algorithms that can autonomously or semi-autonomously execute marketing-related tasks, effectively assisting or replacing human marketing efforts [9]. Transition from Marketing Tools to Autonomous Agents - The development of marketing technology is transitioning from "tools" to "agents," with these agents now capable of real-time optimization across multiple channels, enhancing their decision-making capabilities [11][13]. Key Capabilities of Marketing Intelligence Agents - The four core capabilities of marketing intelligence agents include market insights, content generation, campaign optimization, and evaluation report generation, enabling comprehensive automated marketing and continuous optimization [15]. Future Technology Trends - The collaboration of multiple agents forms a closed-loop system, combining creative, deployment, and analytical agents to achieve a cycle of creative generation, advertising deployment, data feedback, and strategy adjustment without human intervention [17]. Challenges in AI + SaaS Models - The monetization of AI within SaaS companies faces challenges, with many companies maintaining a conservative outlook on AI's impact on financial reports despite the growing integration of AI functionalities [19][20]. Market Environment for AI + Marketing - The global and Chinese AI + marketing markets are rapidly evolving, driven by technological innovation, regulatory changes, and shifts in business models, with both markets transitioning from "tool-based" to "intelligent" solutions [22]. Commercial Model Analysis of Marketing Intelligence Agents - The commercial model of marketing intelligence agents is evolving from a "single software subscription" to a "multi-dimensional revenue system," encompassing SaaS subscriptions, advertising revenue sharing, and value-added services [31]. Market Size and Forecast for Marketing Intelligence Agents in China - The market for marketing intelligence agents in China is expected to continue growing, with projections indicating it could exceed 100 billion yuan by 2030, driven by the integration of AI technologies in advertising and marketing [34]. Digital Marketing Penetration in China - China's digital economy is experiencing rapid growth, with a digital economy scale reaching 53.9 trillion yuan in 2023, significantly outpacing GDP growth rates, and AI technologies accelerating the digital transformation of marketing [36]. Policy Framework for AI + Marketing in China - China has established a multi-layered policy framework to support and regulate the integration of AI in marketing, covering strategic guidance, technological research, industry applications, and compliance [38][41]. Global Competitive Landscape - The competitive landscape for marketing intelligence agents includes both upgrades and integrations of existing Martech products, presenting opportunities for collaboration among various players in the industry [42]. Global Opportunities for Chinese Enterprises - Chinese marketing intelligence products have a global opportunity to challenge existing giants by offering next-generation, AI-native automated infrastructure, leveraging unique business and talent structures [45][48].