Expect
Let coding agents test their changes in a real browser
Check how readily AI agents can read and use a website

Silicon Friendly evaluates websites against a framework for working with AI agents. Users enter a URL to receive an assessment spanning thirty checks across five levels. The levels move from basic content readability and discovery toward structured interaction, integrations, and more autonomous use.
A public directory groups assessed websites by level and provides examples to explore. The framework gives site owners and developers a way to distinguish making information accessible from enabling an agent to perform useful actions. Badges offer a way to display a result, while agent-facing reference files explain the system to compatible tools. It is a focused diagnostic for teams considering how automated visitors experience their website.
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