Understand the product
Explain what it does, who it is for, and the conditions that matter.
Agent Readiness
Make your website usable in agent-assisted work.
Help customers and their AI agents find, understand, and use the public information they rely on for research, comparison, implementation, and support.
Start with a task, not a file.
Agent readiness becomes practical when the team follows the actual work a customer is trying to complete.
Compare options
Find meaningful differences, use cases, and supportable public claims.
Implement a workflow
Locate accurate setup, integration, product, or documentation guidance.
Get support
Find current help, policy, contact, or troubleshooting information.
Agent Task Audit
Follow one real task through the public information it depends on.
Example task: explain the product, compare it, find implementation guidance, or get support.
- CHECKED
Discover
Can the right public page be found?
- CHECKED
Access
Can it be reached within site policy?
- REPAIR
Understand
Is the explanation clear and current?
- REPAIR
Use
Can the task be completed responsibly?
- REPAIR
Maintain
Does someone own the next review?
The first failed layer tells you what to repair.
A task may fail because the page cannot be found, because it is inaccessible within policy, because the explanation is unclear, because instructions are insufficient, or because nobody keeps the information current.
Content and product marketing: repair missing or unclear product explanations.
Documentation owner: resolve stale, contradictory, or incomplete task guidance.
Technical and security owner: evaluate access controls and policy constraints.
Growth lead: choose the next high-value task to audit.
Guidance supports a task. It does not define readiness.
Robots directives, access controls, and llms.txt may be appropriate policy tools. They cannot make thin, stale, or confusing public information useful on their own.
Start here
Check Agent Readiness
Choose one agent-assisted customer task, then follow the public pages it needs. Repair the first meaningful failure you find.
Check Agent ReadinessQuestions from the agent task audit
Does agent readiness guarantee that Codex, Claude Code, or another agent will use our site?
No. Third-party agents make their own access and use decisions. Readiness improves the usefulness and reviewability of public information; it does not control agent behavior.
Is adding llms.txt enough to make a site agent-ready?
No. It can be a useful guidance artifact in the right policy context, but it cannot replace clear, accessible, maintained product, documentation, and support pages.
What should we test first?
Choose one real agent-assisted customer task, such as explaining the product or finding implementation guidance, and check whether the public pages let a person or agent complete it responsibly.
Test the site behind one real agent task.
Start with product research, comparison, implementation, or support. Then repair the first public-information failure you find.