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The Agent Runtime Wars Have Started. Cloudflare, OpenAI and Google Are All Building the Infrastructure for Agentic AI.

The question is not whether AI agents will interact with your website. The infrastructure for it is being built right now. The question is whether your site is ready.

Filip Ivanković··3 min read
3 min read

Three of the most important infrastructure companies in technology are shipping competing platforms for AI agents that can act on the web. Cloudflare, OpenAI and Google are all building runtime environments, authentication systems and interaction protocols designed to let AI agents browse websites, fill forms, make purchases and complete tasks on behalf of users.

Cloudflare launched agent-specific runtime capabilities on its Workers platform. OpenAI has expanded its Operator and agent tooling. Google is weaving agentic capabilities into its AI suite and Chrome infrastructure. Each company is approaching the problem from a different angle, but the destination is the same: a web where AI agents are a significant share of the "visitors" interacting with your business.

The infrastructure being built is not hypothetical. It includes authentication protocols (how agents prove they are acting on behalf of a real user), payment systems (how agents transact), and interaction standards (how agents navigate and extract information from websites). These are the plumbing decisions that will determine how the agentic web works.

The pace is striking. Six months ago, AI agents were a research demo. Now three major platforms are shipping production infrastructure for them.

Why it matters

When AI agents become a meaningful share of web traffic, every customer-facing digital property needs to work for both humans and machines. Your website, booking system, e-commerce checkout and customer service channels will need to serve AI agents alongside human visitors.

This changes the design assumptions behind digital experiences. Agents do not need hero images, brand storytelling or visual hierarchy. They need structured data, clear APIs, predictable navigation and machine-readable content. The websites that agents can interact with efficiently will capture the transactions. The ones that are designed purely for human browsers will lose them.

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Major tech platforms shipping competing agentic web infrastructure simultaneously, signalling an imminent inflection point

For Australian businesses, the near-term impact is small but the strategic implications are significant. If a customer can tell their AI agent "book me a restaurant in Melbourne for Friday night" and the agent can only interact with restaurants that have structured, machine-readable booking systems, those restaurants get the booking. Everyone else does not.

The pattern will extend to every transaction category: travel, insurance, professional services, retail. Businesses with machine-friendly digital infrastructure will have an advantage that compounds as agent adoption grows.

What to do about it

Audit your website's machine readability. Structured data, clean HTML, accessible navigation and well-documented APIs make your site agent-friendly. Most businesses built for human users have significant gaps here.

Implement comprehensive structured data. Schema.org markup for your business type, products, services, pricing, availability and booking options gives AI agents the information they need to include your business in their actions.

Ensure your booking, enquiry and purchase flows work without JavaScript-dependent visual elements. Agents interact with the underlying DOM, not the rendered visual design. If your checkout requires human-like interaction with sliders, drag-and-drop or complex modals, agents will struggle.

Follow the infrastructure developments from Cloudflare, OpenAI and Google. The authentication and payment protocols they ship will become the standards that agents use. Early adoption gives you a head start.

Start thinking about your AI agent strategy. Which of your customer interactions could be handled by an agent? What information would an agent need? How would you want your business to appear when an agent is comparison shopping on behalf of a customer?

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Filip Ivanković
Filip IvankovićFounder, New Rebellion

10+ years leading performance marketing across agencies and in-house teams in Australia. Writes about the gap between marketing activity and commercial outcomes, and what it takes to close it.

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