Tencent Enters the AI Portal Battle: WeChat’s “Top-Secret” Agent Surfaces, Pony Ma Officially Announces “Claw” Product Matrix Overnight

At a critical juncture where the AI competition is shifting from large models to agent applications, Tencent is executing a powerful combination of moves. On one front, it is rapidly deploying its market-facing “Claw” product matrix; on the other, a deeper strategic layout is emerging—according to confirmation from multiple sources, Tencent is secretly developing a “top-secret” AI agent for WeChat, planning to launch it for all users in the third quarter of this year, aiming to upgrade the national application from a “social portal” to an “intelligent task center.”

WeChat Agent: Conversation as Service, Connecting Millions of Mini Programs

According to a March 10 report from The Information, four informed sources revealed that Tencent is secretly developing an AI agent project for WeChat. The project is classified as a high-priority confidential plan within the company, with initiation tracing back to at least the first half of 2025.

According to the plan, the agent will appear as an independent conversation entry point in users’ WeChat chat lists—users simply issue natural language commands as if chatting with a friend, and the AI can automatically invoke millions of mini-programs within the WeChat ecosystem to complete daily service tasks such as ride-hailing, food delivery, ticket booking, and hospital registration, completely replacing manual operations.

The project timeline indicates that Tencent plans to start gray-scale testing in mid-2026 and strive for a full official launch in the third quarter. Insiders also emphasized that the launch timeline may still be adjusted if the functionality is not yet mature—this aligns with Tencent and WeChat’s cautious approach: unwilling to disrupt the experience of 1.4 billion monthly active users with immature technology.

Ecosystem is King: Mini Programs Become the AI Agent’s “Natural Hands and Feet”

Why is WeChat considered the “strongest soil” for AI agents to take root? The answer lies in its mini-program ecosystem, built over nine years.

WeChat currently hosts millions of mini-programs, serving 949 million users with an average monthly usage time of approximately 1.7 hours. These mini-programs cover virtually all life scenarios—clothing, food, housing, transportation, healthcare—and have established stable product, data, and settlement interfaces. When an AI agent integrates with WeChat, it doesn’t need to “pretend” to be a user operating through GUI recognition like Doubao Mobile Assistant; instead, it directly invokes mini-programs through underlying interfaces to complete information submission and order generation.

This logic perfectly solves the core pain point of the AI industry: large models have “brains” but lack “hands and feet.” Mini-programs are precisely those ready-made hands and feet. Some analysts point out that the key positions of the WeChat Agent—default service options for ride-hailing, hotel booking, food delivery, shopping, etc.—will become the “Nine-Square Grid” of the AI era, attracting countless mini-programs vying for placement.

Strategic Positioning: Tencent’s “Slow” and “Fast”

Compared to Alibaba and ByteDance’s aggressive moves in the AI field, Tencent’s previous layout was evaluated as “slow.” According to aicpb.com data, as of this February, ByteDance’s Doubao had 315 million monthly active users, Alibaba’s Tongyi Qianwen had 202 million, while Tencent’s “Yuanbao,” independently launched in May 2024, had only 109 million.

However, the emergence of the WeChat Agent reveals Tencent’s true strategy: abandoning the traditional path of promoting independent clients, instead leveraging the entry advantage of the WeChat ecosystem to transform AI capabilities from “tools that need to be specifically opened” into “services natively present within the conversation flow.”

Notably, according to informed sources, WeChat has not fully bet on Tencent’s self-developed Hunyuan large model for the Agent project. It is simultaneously testing external models from Zhipu, Alibaba, DeepSeek, and WeChat’s own small models to ensure the stability of complex multi-step task processing. WeChat technology head Harvey Zhou leads the AI team, reporting directly to Zhang Xiaolong.

“Claw” Craze Catalyzes: Pony Ma Speaks Out Late at Night

The preparation of the WeChat Agent coincides with the global surge of the OpenClaw (commonly known as “Claw”) craze. This open-source project, capable of operating computers like a human to complete complex tasks, has sparked a nationwide “Claw farming” fever.

Tencent’s reaction speed has been among its fastest in recent years. On March 6, Tencent Cloud engineers set up on-site installations of OpenClaw for passersby outside the Tencent Building in Shenzhen, drawing endless queues. Subsequently, Tencent intensively launched products including the full-scenario AI agent WorkBuddy, the local AI assistant QClaw (supporting remote computer control via WeChat), and the agent development platform ADP, to construct a “Claw farming” matrix covering individuals, developers, and enterprises.

At 2:06 AM on March 11, Tencent Board Chairman and CEO Pony Ma reposted an article on his Pengyouquan about Tencent’s full “Claw” product matrix, commenting: “Self-developed Claw, local Claw, cloud Claw, enterprise Claw, cloud desktop Claw, secure isolated Claw room, cloud security guard, knowledge base… and more products are continuously coming.” This late-night Pengyouquan post was interpreted by the market as a signal of Tencent’s high regard for the AI agent channel.

Security Challenges and Future Outlook

Behind the fist, the security risks of AI agents are also gradually surfacing. On March 10, China’s National Internet Emergency Center issued a warning, stating that OpenClaw’s default security configuration is脆弱, presenting four types of serious risks: prompt injection, operational errors, functional plugin poisoning, and security vulnerabilities. The WeChat team remains highly cautious regarding this; it is reportedly exploring a “on-device + cloud” hybrid architecture, where the on-device model handles user data filling and desensitization to minimize privacy leakage risks.

From a stock performance perspective, the market has responded positively to this strategy. On March 11, Tencent Holdings’ stock price hit an intraday high of HKD 578 per share, bringing its market capitalization back above the HKD 5 trillion mark.

With the WeChat AI agent estimates to officially debut in the second half of this year, this AI positioning battle, driven by “portal reconstruction” and “ecosystem activation,” may redefine the evolutionary path of super apps in the AI era. As Tencent President Martin Lau stated at last year’s third-quarter earnings call: “WeChat will eventually launch an agent.” Now, that moment is accelerating.