The useful shift is not the score. It is the checklist. A modern website needs clear discovery routes, crawler-readable content, usage preferences and honest agent-facing metadata.
Agent readiness is becoming a web infrastructure question. It is not only copywriting, not only SEO, and not only schema markup. It includes whether machines can find the right resources, read the content, understand the rules, and know when an API or agent interface exists.
Agents and crawlers need obvious routes into the site, not a guessing game through visual navigation.
Readable content, AI crawler rules and content preferences reduce ambiguity before the model reads anything.
When a site has machine-facing capabilities, they should be discoverable through standard-looking paths.
A scanner can tell you whether a signal exists. Agntbase also tries to answer what the business should say to machines. That means canonical facts, source links, offer limits, safe handoff instructions and owner review.
The right answer is not always to chase every checkbox. If there is no real OAuth server, publishing fake OAuth metadata is worse than missing the point. If there is no real MCP server, a fake MCP card creates noise. Honest readiness matters.