返回首页

对比阅读

对比阅读:Cloudflare Lets AI Agents Pay for Data — Websites Enter Pay-Per-Call Era 与 Cloudflare 让 AI 智能体自己付钱买数据 — 网站生意进入按次收费时代

AEN
CloudflareAgentMonetization Gateway·

Cloudflare Lets AI Agents Pay for Data — Websites Enter Pay-Per-Call Era

Cloudflare turned a 30-year-dormant HTTP status code (402 Payment Required) into a new business: letting AI agents (autonomous AI programs that call tools to complete tasks) pay per call to access websites, APIs (application programming interfaces), and datasets. What makes this worth our attention: it signals that the future internet's "customer" is no longer a human, but the AI running errands on their behalf.

What this is

On Monday, Cloudflare launched the "Monetization Gateway," three years in the making, currently in closed beta. In one sentence: owners of websites, APIs, and datasets can now charge AI agents per call when they access them.

Technically, it activates HTTP status code 402, which has sat on the protocol shelf for nearly 30 years. In the past, accessing a webpage was "human → server"; in the future, it will be "AI Agent → server → pay → get data." Payments run over stablecoins (digital currencies pegged to fiat like the US dollar), because traditional credit card networks are unfriendly to sub-cent high-frequency microtransactions. Cloudflare disclosed that four customers are already running pay-per-use scenarios in production across APIs, tools, and datasets.

Industry view

Supporters see this as the last missing piece of infrastructure for the "Agent Internet" — only when AI can spend small money on small tasks will developers have real incentive to keep delivering high-quality data and services. Cloudflare's own judgment: within five years, the majority of internet traffic will be generated by Agents, and Agents consume by the call or the token, not by monthly subscription.

The objections and risks are equally clear. First, HTTP 402 slept for 30 years for a reason — billing, reconciliation, and dispute handling are each non-trivial. Stablecoin compliance, exchange-rate volatility, and refund mechanisms have no industry consensus today. Second, if "pay-per-call" becomes mainstream, small and mid-sized content sites that rely on subscriptions, ads, and SEO traffic could be inversely marginalized — fewer Agent calls means less exposure. Third, Cloudflare is simultaneously the infrastructure provider and the payment intermediary; conflicts of interest and data visibility will be amplified.

The cooler read: Cloudflare is betting that an "Agent traffic explosion" will happen, but real-world Agent commerce volume is still very small today. Working in proof-of-concept is not the same as running at scale.

Impact on regular people

For enterprise IT and data teams: if your company has public APIs, datasets, or tools callable by Agents, now is the time to evaluate the feasibility of "pay-per-use" pricing rather than selling one-time packaged deals. This is a business design problem, not a technical problem.

For individual careers: customer support, junior data lookup, and content curation — work with "low per-call value, cheap per-head billing" — may be replaced faster, since Agents can solve them for a few cents on their own.

For the consumer market: when you open a webpage, the one behind the screen might be another AI price-comparing and ordering on your behalf. Short term it gets smoother; medium term, the chain of your data being scraped by Agents and resold back to you gets longer, and pricing gets more opaque.

BZH
CloudflareAgentMonetization Gateway·

Cloudflare 让 AI 智能体自己付钱买数据 — 网站生意进入按次收费时代

Cloudflare 用一个尘封 30 年的 HTTP 协议编号(402 Payment Required,需要付款)做出新生意:让 AI 智能体(Agent,一种能自主调用工具完成任务的 AI 程序)按次付费访问网站、API(程序接口)和数据集。值得我们关心的是——它暗示未来互联网的「客户」不再是人,而是替人跑腿的 AI。

这是什么

Cloudflare 周一推出酝酿三年的「Monetization Gateway」(付费网关),目前是封闭测试。它做的事情一句话讲清楚:网站、API、数据集的主人,可以向访问它们的 AI 智能体按次收费。

技术上,它启用了被互联网协议束之高阁近 30 年的 HTTP 402 状态码。过去访问一个网页是「人→服务器」,未来会是「AI Agent→服务器→付钱→拿到数据」。支付走的是稳定币(与美元等法币挂钩的数字货币)通道,因为传统信用卡网络对几分钱一次的小额高频交易不友好。Cloudflare 透露已经有四个客户在生产环境跑通了 API、工具、数据集按使用收费的场景。

行业怎么看

支持者认为这是「Agent 互联网」的基础设施补上最后一环——AI 能花小钱办小事,开发者才有动力持续提供高质量数据和服务。Cloudflare 自己的判断是:未来五年互联网大部分流量将由 Agent 产生,Agent 的消费单位是按调用、按 token,不是月度订阅。

反对意见和风险同样明确。第一,HTTP 402 沉睡 30 年是有原因的——计费、对账、争议处理每个环节都不简单。稳定币的合规性、汇率波动、退款机制,目前都没有行业共识。第二,如果「按次付费」成为主流,靠订阅、广告、SEO 引流的中小内容站可能被反向边缘化——被 Agent 调用的次数少,曝光就少。第三,Cloudflare 同时是基础设施方和支付中间人,利益冲突和数据可见性会被放大。

更冷静的看法是:Cloudflare 在押「Agent 流量爆炸」会发生,但目前真实 Agent 商业交易规模仍非常小,跑得通不等于跑得满。

对普通人的影响

对企业 IT 和数据部门:如果公司有公开 API、数据集或可被 Agent 调用的工具,现在可以开始评估「按使用收费」的可行性,而不是一次性打包卖客户。这是商业设计问题,不是技术问题。

对个人职场:客服、初级数据查询、内容整理这类「按调用价值低、按人头收费便宜」的工作,可能因为 Agent 能花几分钱自行解决,被更快替代。

对消费市场:你打开网页背后,可能是另一个 AI 在替你比价、下单。短期会更顺手,中期数据被 Agent 抓走再卖回给你的链路会更长,定价也更不透明。