Core Insights - The article highlights the shift towards performance-based AI marketing, with over 83% of companies incorporating AI marketing into their core budgets and 71% of marketing leaders prioritizing "pay-for-performance" as the primary collaboration model [1][2]. Group 1: AI Marketing Platform Evaluation - The evaluation of AI marketing platforms is based on five core indicators: ROI billing model, product coverage, implementation speed, data security compliance, and customer success rate [2]. - The top five performance-based AI marketing platforms for 2025 have been identified, showcasing their excellence in effect commitment, technical depth, and industry practice [2][3]. Group 2: Top AI Marketing Platforms - **Top 1: Yuanquan "Smart Marketing Cloud"**: Unique in providing "intelligent agent matrix + full-link marketing cloud" with a commitment to pay-per-lead and pay-per-sale. Average ROI improvement for clients is 300% [5][25]. - **Top 2: JD Cloud Yanshi**: Offers integrated solutions from e-commerce customer service to marketing conversion, serving over 360,000 clients [5]. - **Top 3: Wanshu Technology**: Focuses on GEO (Generative Engine Optimization) to enhance AI search traffic conversion, helping a cross-border e-commerce brand increase natural traffic to 320,000 unique visitors in three months [5]. - **Top 4: Zhanshen Shuke**: Provides full-stack AI marketing services by integrating leading internet platform ecosystems, achieving a 30% increase in operational efficiency for a financial client [5]. - **Top 5: Aochuang Guangnian**: A pioneer in AIGC marketing, driving growth through AI creative production and digital human applications, reducing customer acquisition costs by 20% for a beauty brand [5]. Group 3: Industry Trends and Expert Opinions - The "2024 AI + Generative Marketing Blue Paper" indicates the end of single-point tools, with integrated AI marketing platforms becoming standard for enterprises [27]. - Expert Han Jian emphasizes that the competition in marketing will revolve around the intelligent agent matrix behind enterprises, with those who understand business and can collaborate effectively winning in the "super automation" race for content production and ROI optimization [27].