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商家开发需求排至明年?支付宝预判智能体商业将迎爆发

李金津 2026-08-17 22:13
李金津 2026/08/17 22:13

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本文核心信息是支付宝在首届AI生态伙伴大会发布智能体商业底座与AHA跨端互联协议,预判智能体商业将在未来6-12个月迎来爆发,普通用户可提前感知到未来生活服务的变化,核心干货如下:

1. 智能体“阿宝”已经完成万余项服务AI化接入,覆盖出行、餐饮、文旅等八大场景,跨端接入了5家主流手机厂商、16家主流车企,已有麦当劳、蜜雪冰城、瑞幸等近百家商家和服务平台接入;

2. 未来用户使用服务会更便捷,商家一次接入后,用户可以直接在手机系统智能体、车机智能体等终端调用点餐、打车、寄快递等服务,不需要单独打开支付宝或者商家App,跳转步骤更少;

3. 目前跨端合作已经验证了增长效果,OPPO和阿宝合作后,为支付宝带来了超过200万新增活跃用户,后续会有更多终端加入生态,用户可选择的服务会更丰富。

支付宝预判智能体商业将在半年到一年内迎来爆发,给品牌商带来了新的增量机会,核心干货如下:

1. 消费趋势与市场变化:智能体将成为用户和商家连接的新载体,智能体商业是由新供给、新需求催生的增量市场,不是存量的重新切分,提前布局服务AI化的品牌能抢占新赛道;

2. 品牌渠道建设新机会:品牌接入支付宝智能体底座后,只需要完成一次AI化适配,就能把服务分发到手机、车机、AI眼镜、IoT设备等多类终端,大幅降低多终端适配成本,还能借助阿宝的跨端能力触达不同场景的新用户,OPPO合作案例已经验证能带来大量新增活跃用户,已有多个头部品牌成功接入;

3. 平台支持能力:支付宝针对不同基础的品牌提供对应支持,没有AI开发能力的品牌可以把现有服务转化为可调用的标准化单元,完成AI化的品牌可以获得运营、会员管理等能力,还有免费算力、费率减免等激励政策,降低品牌布局成本。

智能体商业即将爆发,给卖家带来了新的增长机会,相关干货整理如下:

1. 机会与市场变化:智能体商业是全新的增量市场,目前商家接入需求增长快速,部分开发需求已经排期到明年,提前布局的卖家能抢占新入口,获得更多流量;

2. 可享受的扶持政策:支付宝推出了智能经营激励计划,给商家提供人均1亿免费Token算力、支付费率减免、成交Token补贴,还开放了会员、商家券、芝麻信用等57项经营能力,大幅降低卖家开发接入成本;

3. 模式优势与可参考经验:卖家只需要完成一次AI化适配,就能覆盖手机、车机等多类终端的用户,省去多次适配的成本,还能实现多智能体协同完成复杂服务,目前麦当劳、瑞幸、快递类等多品类卖家已经成功接入,模式得到验证;

4. 风险提示:目前智能体商业仍处于基础设施搭建的早期阶段,跨智能体协作壁垒还未完全打通,卖家布局需要关注全链路履约的落地进展。

智能体商业的爆发,给工厂数字化升级、拓展商业机会带来诸多启示,核心干货如下:

1. 新商业机会:智能体商业催生了新的需求与供给,会创造全新的市场增量,面向C端的消费类工厂,可以依托智能体这个新连接载体,开辟直接触达终端用户的新渠道,减少中间环节,获得更多增长空间;

2. 数字化与电商转型启示:如果工厂已经完成基础数字化建设,缺少AI开发能力,可以借助支付宝AI开放平台,把现有的产品、服务流程转化为智能体可调用的标准化单元,低成本完成AI化升级,接入智能体商业生态,不需要投入高额成本自研AI能力;

3. 产品设计与新场景机会:目前智能体已经覆盖车机、移动终端、IoT设备等多个场景,做出行配套、家居相关产品的工厂,可以针对不同终端的使用场景调整产品设计与配套服务,接入跨端智能体生态,获取更多精准流量,打开新的销量增长通道。

本文披露了智能体商业的最新发展动向,给To B服务类、AI相关服务商带来诸多行业干货,核心内容如下:

1. 行业发展趋势:蚂蚁集团判断智能体商业会在未来6-12个月迎来爆发,智能体将成为连接用户和商家的新载体,目前商家接入AI化服务的需求增长极快,部分需求已经排到明年,行业处于基础设施搭建期,市场空间巨大;

2. 当前商家与行业的核心痛点:不同厂商、不同设备、不同智能体之间无法顺畅协同,商家需要分别适配多个入口,适配成本很高,多数中小商家没有全栈智能体开发运营能力;

3. 新技术方向与业务机会:支付宝推出了全栈智能体商业底座,以及AHA多智能体跨端互联协议,解决了跨主体协同的问题,还通过分域授权、数据隔离降低了协作中的数据安全风险,服务商可以加入生态,依托平台的基础能力,给不同行业商家提供定制化开发、运营服务,拓展自身的客户群体,抓住行业增长红利。

支付宝布局智能体商业的实践,给各类终端平台、互联网平台带来诸多可参考的经验,核心干货如下:

1. 当前商家对平台的核心需求:商家希望降低多终端AI适配的成本,实现一次接入就能多端分发,同时需要跨智能体协同的能力,打通从用户需求发起至交易履约的全链路;

2. 可参考的平台最新做法:支付宝针对不同数字化程度的商家推出分层服务,推出AHA跨端互联协议解决不同主体协同的问题,通过激励计划吸引商家入驻,开放原有支付、会员、信用等成熟能力完善生态,联合20余家头部厂商共建生态,快速扩大市场覆盖,跨端合作还能给双方带来新增用户,OPPO合作案例就新增了200多万活跃用户;

3. 风险规避提示:目前智能体商业仍处于早期,核心需要解决的是跨智能体协作壁垒,以及跨协作的数据安全问题,平台布局可以参考支付宝的分域授权、数据隔离机制,降低数据和交易风险,同时优先推进全链路履约能力的搭建。

本文披露了国内头部企业布局智能体商业的最新动向,对AI产业化落地研究有较高参考价值,核心干货如下:

1. 产业最新动向:支付宝在国内率先推出面向B端的智能体商业全栈底座,以及AHA多智能体跨端互联协议,打造开放智能体生态,目前商家接入需求旺盛,部分开发需求已经排期至明年,蚂蚁判断智能体商业将在未来6-12个月迎来爆发,智能体将成为连接亿万用户和千万商家的新载体;

2. 创新商业模式:区别于过去商家需要分别适配不同平台入口的模式,新模式下商家仅需完成一次服务AI化适配,就可以被不同终端的智能体直接调用,同时对接支付宝原有支付、履约、信用体系,打通从需求到交易的全链路,该模式定位做增量市场,而非存量竞争;

3. 产业现存问题与参考方案:当前智能体商业仍处于基础设施搭建早期,核心待解决的问题是打通不同智能体的协作壁垒,实现AI从单纯对话到完成交易履约的闭环,支付宝提出的AHA协议通过分域授权、数据隔离解决跨协作风险,为行业提供了可参考的落地方向。

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Quick Summary

This article covers Alipay's launch of an agent commerce infrastructure and AHA cross-end connectivity protocol at its first AI Ecosystem Partner Conference, where the company predicted that agent commerce will see explosive growth in the next 6 to 12 months. General consumers can expect upcoming changes to everyday life services, with key takeaways below:

1. Alipay's agent "Abao" has already integrated more than 10,000 AI-enabled services covering eight scenarios including travel, dining, and culture and tourism. It has connected cross-end with 5 major smartphone manufacturers and 16 leading automakers, and nearly 100 merchants and service platforms including McDonald's, Mixue Ice City, and Luckin Coffee have already accessed the ecosystem.

2. Future service access will be much more convenient: after a one-time integration by merchants, users can directly access services such as food ordering, ride-hailing, and parcel delivery via agents on mobile system interfaces, in-vehicle systems and other terminals, eliminating the need to open Alipay or merchant-specific apps separately and reducing extra navigation steps.

3. The growth benefits of cross-end cooperation have already been validated. Alipay gained more than 2 million new active users from its partnership with OPPO. More terminals will join the ecosystem in the future, expanding the range of services available to users.

Alipay projects that agent commerce will enter a period of rapid growth within 6 to 12 months, bringing new incremental growth opportunities for brands. Key takeaways are as follows:

1. Consumer trends and market shifts: Agents will become the new connection channel between users and brands. Agent commerce is an incremental market driven by new supply and new demand, rather than a redistribution of existing market share. Brands that deploy AI-enabled services early will gain a first-mover advantage in this new track.

2. New opportunities for brand channel expansion: After integrating with Alipay's agent infrastructure, brands only need to complete one AI adaptation to distribute their services across multiple types of terminals including smartphones, in-vehicle systems, AI glasses and IoT devices. This greatly reduces multi-terminal adaptation costs, and leverages Abao's cross-end capabilities to reach new users across different scenarios. The OPPO partnership has already validated that this model can drive substantial new active user growth, and multiple leading brands have already successfully joined the ecosystem.

3. Platform support: Alipay offers tailored support for brands with different levels of digital maturity. Brands without in-house AI development capabilities can convert their existing services into standardized, callable units to complete AI transformation, while brands that have already completed AI adaptation gain access to upgraded operations and membership management tools. Additional incentives including free computing power and fee reductions help brands lower deployment costs.

Agent commerce is on the cusp of rapid growth, bringing new growth opportunities for sellers. Key insights are summarized below:

1. Opportunities and market shifts: Agent commerce is an entirely new incremental market, and merchant demand for integration is growing rapidly, with some development requests already backlogged into next year. Sellers that deploy early can secure new entry points and capture more traffic.

2. Available support policies: Alipay has launched an intelligent operation incentive program that provides sellers with 100 million free tokens of computing power per capita, payment fee reductions, and token subsidies for completed transactions. It also opens up 57 mature operating capabilities including membership tools, merchant coupons and Sesame Credit, significantly reducing sellers' development and integration costs.

3. Model advantages and proven experience: Sellers only need to complete AI adaptation once to reach users across multiple terminals including smartphones and in-vehicle systems, eliminating the cost of repeated adaptations. It also enables multi-agent collaboration to deliver complex services. Multiple categories of sellers including McDonald's, Luckin Coffee, and express delivery services have already successfully integrated, validating the commercial model.

4. Risk note: Agent commerce is still in the early stage of infrastructure building, and cross-agent collaboration barriers have not been fully resolved. Sellers should pay close attention to progress in end-to-end order fulfillment implementation when planning deployment.

The coming boom in agent commerce offers key insights for factories looking to pursue digital upgrading and expand business opportunities. Key takeaways are as follows:

1. New business opportunities: Agent commerce has given rise to new demand and supply, creating entirely new incremental market growth. Consumer-facing factories can leverage agents as a new connection channel to build a new direct-to-consumer distribution channel, cut out intermediate links, and unlock greater growth potential.

2. Insights for digital and e-commerce transformation: Factories that have completed basic digital construction but lack in-house AI development capabilities can use Alipay's open AI platform to convert their existing products and service processes into standardized, agent-callable units. This allows factories to complete AI upgrading at low cost and access the agent commerce ecosystem without investing heavily in self-developed AI capabilities.

3. Product design and new scenario opportunities: Agents already cover multiple scenarios including in-vehicle systems, mobile terminals and IoT devices. Factories producing travel accessories and home goods can adjust their product design and supporting services to fit the usage scenarios of different terminals, join the cross-end agent ecosystem to capture more targeted traffic, and open up new pathways for sales growth.

This article discloses the latest developments in agent commerce, offering key industry insights for B2B and AI-related service providers. Core content is summarized as follows:

1. Industry development trends: Ant Group forecasts that agent commerce will enter a period of explosive growth in the next 6 to 12 months, and agents will become the new connection layer between users and merchants. At present, merchant demand for AI-enabled service integration is growing extremely fast, with some requests already backlogged into next year. The industry is in the infrastructure construction phase, with enormous market potential.

2. Current core pain points for merchants and the industry: Different vendors, devices, and agents cannot collaborate smoothly, forcing merchants to adapt for multiple entry points separately, leading to high adaptation costs. Most small and medium-sized merchants lack full-stack agent development and operation capabilities.

3. New technology directions and business opportunities: Alipay has launched a full-stack agent commerce infrastructure and the AHA cross-agent connectivity protocol, which solves the problem of cross-entity collaboration. It also reduces data security risks in collaboration through domain partitioning authorization and data isolation. Service providers can join the ecosystem, leverage the platform's foundational capabilities to provide customized development and operation services for merchants across different industries, expand their customer base, and capture industry growth dividends.

Alipay's practice in building out agent commerce offers valuable reference insights for terminal and internet platforms. Key takeaways are as follows:

1. Current core merchant demands for platforms: Merchants want to reduce multi-terminal AI adaptation costs to achieve one-time integration for multi-terminal distribution. They also need cross-agent collaboration capabilities to connect the full workflow from user intent to transaction fulfillment.

2. Latest proven practices from Alipay: Alipay offers tiered services for merchants with different levels of digital maturity, launched the AHA cross-end connectivity protocol to solve cross-entity collaboration issues, attracts merchants with incentive programs, opens up mature existing capabilities including payment, membership and credit services to improve the ecosystem, and partners with more than 20 leading vendors to co-build the ecosystem and rapidly expand market coverage. Cross-end cooperation also delivers new users for both partners: the OPPO partnership brought more than 2 million new active users to Alipay.

3. Risk mitigation guidance: Agent commerce is still in an early stage, and core challenges to solve include cross-agent collaboration barriers and data security in cross-entity cooperation. Platforms can reference Alipay's domain partitioning authorization and data isolation mechanism to reduce data and transaction risks, and prioritize building out end-to-end fulfillment capabilities.

This article discloses the latest developments in agent commerce deployment by a leading Chinese enterprise, offering high reference value for research on AI industrialization implementation. Key insights are as follows:

1. Latest industry developments: Alipay has become the first domestic player to launch a full-stack B2B-oriented agent commerce infrastructure and the AHA cross-agent connectivity protocol, to build an open agent ecosystem. Currently, merchant integration demand is robust, with some development requests already scheduled into next year. Ant projects that agent commerce will see explosive growth in the next 6 to 12 months, and agents will become the new connection layer connecting hundreds of millions of users and tens of millions of merchants.

2. Innovative business model: Unlike the traditional model that requires merchants to adapt separately for different platform entry points, under the new model merchants only need to complete one-time AI adaptation of their services to be called directly by agents on different terminals. They also gain access to Alipay's existing payment, fulfillment and credit systems to connect the full workflow from user intent to transaction. This model is positioned to capture incremental market growth, rather than compete for existing market share.

3. Existing industry challenges and reference solutions: Agent commerce is still in the early stage of infrastructure construction. The core unmet need is breaking down collaboration barriers between different agents to enable AI to deliver end-to-end fulfillment, moving beyond simple conversational interaction. Alipay's AHA protocol solves cross-collaboration risks through domain partitioning authorization and data isolation, offering a proven implementation direction for the broader industry.

Disclaimer: The "Quick Summary" content is entirely generated by AI. Please exercise discretion when interpreting the information. For issues or corrections, please email run@ebrun.com .

I am a Brand Seller Factory Service Provider Marketplace Seller Researcher Read it again.

【亿邦原创】8月17日,支付宝在杭州举办首届AI生态伙伴大会,并发布智能体商业底座及多智能体跨端互联AHA协议体系。

支付宝披露,目前旗下超级服务智能体“阿宝”已完成万余项服务AI化接入,覆盖出行、餐饮、文旅、政务民生等八大场景;跨端服务已接入5家主流手机厂商、16家主流车企,并与60余家车企达成定点合作。

支付宝事业群总裁李俊透露,自今年7月支付宝AI开发平台上线以来,商家接入需求增长较快,部分开发需求已经排期至明年。

01 商家服务可一次接入、多端分发

此次支付宝发布了一套面向智能体商业的全栈底座,主要面向商家解决服务AI化、智能体创建及跨端分发等问题。

对于已有数字化能力、但缺少AI开发能力的商家,支付宝AI开放平台可以将原有页面、商品和服务流程转化为Skills、MCP等可被智能体调用的标准化单元。

对于已经完成服务AI化的商家,平台则提供智能体创建、技能编排、任务执行和运营管理等能力,可用于商品推荐、会员运营、用户洞察等场景。

此外,蚂蚁数科Agentar生态版提供超过200项商家高频场景技能包,并支持商家智能体接入阿宝。针对涉及多个服务方的复杂需求,平台可通过A2A能力调用多个商家智能体协同完成服务。

一个明显变化是,支付宝正在试图降低商家进入不同AI终端的适配成本。

按照支付宝的方案,商家完成一次AI化适配后,服务可以通过阿宝分发到手机、车机、AI眼镜、IoT设备以及大模型App等终端。例如,用户可以直接通过手机系统智能体调用阿宝完成点餐、打车等操作,而无需单独打开支付宝或商家App。

目前,麦当劳、蜜雪冰城、瑞幸、高德打车、滴滴、德邦快递、圆通快递、丰巢等商家和服务平台已经接入阿宝。

今年7月,OPPO“小布”与阿宝完成智能体跨端互联,小布一次接入阿宝近200项服务。OPPO方面称,该合作为支付宝在OPPO手机端带来了超过200万新增活跃用户。

02 联合20余家厂商推AHA协议

跨端连接之外,支付宝此次还发布了AHA(Agent Hub Access)多智能体跨端互联协议体系。

该体系包括智能交互协议、智能体互联协议以及设备感知与执行协议,主要解决不同厂商、不同设备和不同智能体之间的服务调用与协同问题。

简单来说,当用户向手机、汽车或AI眼镜中的智能体提出需求后,终端智能体可以通过AHA协议调用支付宝及商家智能体,在不同智能体之间完成任务拆解、服务调用和交易履约。

支付宝称,AHA采用分域授权和数据隔离机制,以降低跨智能体协作中的数据和交易风险。

目前,支付宝已联合千问、华为、OPPO、vivo、小米、荣耀、比亚迪、吉利汽车、理想、蔚来、东风汽车、深蓝汽车、上汽乘用车、一汽奔腾、阶跃星辰、Rokid等20余家企业参与多智能体互联生态建设。

支付宝方面披露,目前阿宝手机端已与5家主流手机厂商实现跨端协同,合作厂商市场份额超过70%;车端已覆盖16家主流车企品牌。

03 支付宝押注“智能体商业”

支付宝还发布了面向商家和开发者的智能经营激励计划,包括人均1亿免费Token算力、支付费率减免及成交Token补贴,并开放会员、商家券、芝麻信用、租赁等57项经营能力。

蚂蚁集团CEO韩歆毅判断,智能体商业将在未来6-12个月迎来爆发,智能体将成为亿万用户与千万商家间的“新载体”,打开以意图为核心的新商业生态。

在支付宝看来,智能体新商业创造的不是存量的重新切分,而是由新供给、新需求与新分工共同催生的市场增量。

从发布的产品来看,支付宝对于智能体的定位并不只是一个新的AI入口,而是希望将其与原有支付、小程序、会员、信用和履约体系连接起来。

过去,商家需要分别适配支付宝、手机、车机等不同入口;在支付宝设想的智能体商业模式中,商家完成一次服务AI化后,可以被不同终端的智能体直接调用。

不过,智能体商业仍处在基础设施搭建的早期阶段。能否打通不同智能体之间的协作壁垒,让AI从单纯对话走向真实办事、完成交易履约,将决定这一轮智能体浪潮最终能释放多大商业价值。

亿邦持续追踪报道该情报,如想了解更多与本文相关信息,请扫码关注作者微信。

文章来源:亿邦动力

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FAQ回顾

支付宝AI开放平台能为商家提供哪些服务?

支付宝AI开放平台面向商家提供智能体商业全栈底座,可将商家原有服务转化为智能体可调用的标准化单元,还支持智能体创建、技能编排、运营管理等能力,搭配超200项高频场景技能包,商家一次适配即可实现多端分发,降低跨终端适配成本。

AHA协议是什么?有什么作用?

AHA是支付宝发布的多智能体跨端互联协议体系,包含智能交互协议、智能体互联协议、设备感知与执行协议三类,可解决不同厂商、设备、智能体之间的服务调用与协同问题,采用分域授权和数据隔离机制降低数据与交易风险。

智能体商业未来发展趋势如何?

蚂蚁集团判断智能体商业将在未来6-12个月迎来爆发,智能体将成为亿万用户与千万商家间的新服务载体,催生由新供给、新需求、新分工带来的市场增量,目前行业正处于基础设施搭建的早期阶段。

接入支付宝智能体生态的商家能获得哪些扶持?

支付宝针对商家和开发者推出智能经营激励计划,包含人均1亿免费Token算力、支付费率减免、成交Token补贴,还开放会员、商家券、芝麻信用、租赁等57项经营能力,降低商家接入门槛。

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