Investment Rating - The report does not explicitly provide an investment rating for the AI Agent industry. Core Insights - The report highlights the innovative applications and high-quality enterprises in the AI Agent field, aiming to stimulate industry innovation and promote the healthy development of the ecosystem [2]. Summary by Sections 1. Evaluation Framework - The report outlines the evaluation framework for the AI Agent rankings, including assessment architecture and detailed review processes [5]. 2. AI Agent Rankings and Selected Companies - The report presents various rankings, including the most popular, globally promising, practical, innovative, and commercially valuable AI Agents, showcasing the top 10 companies in each category [6][14][25][31][37]. 3. Most Popular Agents - The top 10 most popular agents exhibit platform characteristics, hybrid business models, and low migration costs, facilitating rapid user adoption and scalability [8][10][11]. 4. Globally Promising Agents - The globally promising agents primarily follow an application-driven approach, leveraging B2B pathways to enter international markets, emphasizing their adaptability and market potential [16][21][23]. 5. Most Practical Agents - The most practical agents focus on B2B models, demonstrating broad coverage across various industries, indicating their direct problem-solving capabilities and utility [26][28]. 6. Most Innovative Agents - Innovation in agents is characterized by application breakthroughs and a focus on B2B models, highlighting the importance of creating new experiences and capabilities [33][35]. 7. Agents with Commercial Value Potential - Agents with high commercial value potential are application-driven, primarily B2B, and emphasize measurable customer growth and operational efficiency [39][41].