Agent-Readiness Optimization

Make your site easier for AI agents, browser assistants, and answer engines to understand and use.

AI systems increasingly browse, compare, summarize, and take action across websites on behalf of users. We audit the practical blockers that confuse those systems: unclear page structure, weak schema, unlabeled controls, layout shift, missing service documentation, and thin entity signals. We then implement fixes that help both humans and AI systems understand what you sell, where the proof is, and what action to take next. llms.txt can be included for non-Google AI systems and internal agent documentation, but we do not treat it as a Google ranking factor.

What's included

• AI agent usability audit
• Accessibility-tree cleanup
• Schema.org and entity markup
• CLS / layout-stability fixes
• Optional llms.txt for AI documentation
• Re-audit and monitoring

Frequently asked questions

Is agent readiness the same as SEO?

No. SEO helps search engines discover and evaluate your pages. Agent readiness makes the site easier for AI assistants to read, compare, navigate, and act on. The two overlap, but they are not identical.

Does llms.txt help me rank in Google?

Google's current guidance says llms.txt is not required for Google Search and does not positively or negatively affect Google rankings. We use it only where it helps non-Google AI systems, partner agents, or internal documentation.

What gets fixed first?

We start with the highest-friction issues: unclear services, weak structured data, duplicate button labels, unstable layouts, missing proof, and conversion paths that an assistant cannot explain clearly.