Not built yet. Before building InstallGrade, I’m asking what people actually need from an AI install test. The tools on this site are ones you can use today.

What is agent experience (AX)?

Mathias Biilmann introduced the term on January 28, 2025, defining agent experience as “the holistic experience AI agents will have as the user of a product or platform.” Developer experience asks how easy your product is for a person to use; agent experience asks the same about an AI agent acting for that person.

Where it shows up

Why it matters for small SaaS

When someone asks Lovable or Cursor to “add a feedback board” or “add a contact form”, the agent picks the approach. If your product is hard for it to install, it may build a rough version itself or choose another service, and you never see the lost customer.