做流量变现、广告技术或SaaS运营的团队，必须正视机器人流量正在瓦解传统商业模型——CPM和转化率不再可靠，建议重新评估分析指标和收入策略。
Cloudflare数据显示，全球HTML请求中57.4%由机器人产生，人类仅占42.6%。这一趋势主要由AI代理驱动，因为一个用户任务可能触发数千次机器访问。机器人流量削弱了CPM、CPC和转化率模型，导致流量上升但可货币化的人类注意力下降。传统互联网经济依赖人类浏览广告、点击链接和购物行为，而AI代理直接读取页面内容，跳过这些付费信号。这对依赖广告收入的出版商、电商和SaaS公司构成根本性威胁。
Bots have overtaken humans online, and the interne…
Bots have overtaken humans online, and the internet was never prepared for this.
- bots generate 57.4% of worldwide HTML requests - humans at 42.6%.
The biggest shift is economic: traffic can rise while monetizable human attention falls, which weakens CPM, CPC, conversion-rate models, and analytics built before this agent wave.
Cloudflare measures bot traffic, not only agentic AI traffic, but AI agents are a major suspect because one user task can trigger thousands of machine visits.
The old web assumed a human loaded a page, saw ads, clicked links, filled carts, and created signals that publishers, stores, and SaaS companies could price.
AI agents break that model because they read pages on behalf of people while skipping the ad views, session time, and click behavior that funded the web.