Labs

Websites that AI agents can operate

ChatGPT, Claude & co. don't just read websites — their agents click, fill forms and make decisions. We make your website agent-ready: machine-readable, understandable and operable. Even on a purely static server.

What makes your site agent-ready

Structured data

Schema.org (Organization, Product, FAQ, LocalBusiness…) as JSON-LD. The direct, machine-readable line: agents understand who you are, what you offer and on what terms.

llms.txt & ai.txt

A clear, machine-readable summary of your site for AI systems — what matters, what they may use, where the core content is. Like a robots.txt, but for the AI era.

Semantic, accessible HTML

Real headings, landmarks, ARIA, labelled forms. Agents navigate via the accessibility tree — just like screen readers. Accessible equals agent-friendly.

Operable actions

Clearly named buttons, predictable forms, unambiguous flows. So an agent can submit a request or trigger a step — without guessing or failing.

Clean access for AI crawlers

robots.txt and server configured so legitimate AI bots (GPTBot, ClaudeBot, PerplexityBot …) are allowed in — instead of accidentally blocking them.

Fast & no JS dependency

Content sits in the initial HTML, not only after heavy JavaScript. Agents (like many crawlers) often don't run JS — the content must be visible without it.

How it works

1

Agent audit

We review your site from an agent's perspective: structure, structured data, llms.txt, action operability, crawler access. You get a clear verdict.

2

Plan & fixed price

We prioritise the highest-impact measures and give you a transparent fixed-price quote — from a quick fix to a full rebuild.

3

Implementation

We add structured data, llms.txt/ai.txt, semantic markup and operable flows — works on static sites just as well as on a CMS or app.

4

Proof

We show that agents read your content correctly and can trigger your actions — and keep you up to date as standards evolve.

Why agent-ready is the new SEO

Until now it was about being found by humans via Google. Now there's a second audience: autonomous AI agents that research, compare, book and enquire on behalf of users. They don't see your site like a human — they read the code, the structure and the machine-readable hints. Ignore that, and the next generation of search and commerce simply skips you.

What the human sees

Nice layout, images, animations, marketing copy.

What the agent sees

Semantic structure, Schema.org data, llms.txt, labelled actions — or chaos it ignores.

In practice: servus-medientechnik.de

The best proof that it's not about budget or backend: servus-medientechnik.de runs on a purely static server — no CMS, no database. Yet the site is fully agent-ready. Here's what we implemented:

ai.txt, llms.txt and llms-full.txt plus a dedicated data feed (data/agent.json) — a machine-readable knowledge base built for AI agents
A dozen-plus Schema.org types as JSON-LD (Organization, LocalBusiness, FAQPage, Service, Offer, VideoObject, etc.)
Semantic HTML with landmarks and a clean heading structure (exactly one H1)
A multi-step enquiry assistant with labelled actions — operable by an agent
robots.txt explicitly allows AI crawlers (GPTBot, ClaudeBot, PerplexityBot …), plus sitemap, Open Graph and 23-language support

In other words: even a classic, statically hosted website can be made fully fit for AI agents. It's a question of structure, not server tech.

servus-medientechnik.de

Frequently asked questions

Is your site ready for AI agents?

We review your website from an agent's perspective and tell you honestly where you stand — and what can be improved immediately with little effort.

Request an agent check
Agent-Ready Websites — built for AI agents | CAZ Labs | CAZ Labs