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"AI-first" is on a lot of homepages and means almost nothing on most of them. Here is a definition you can actually test a business against: three postures on a spectrum, what changes in practice when you move along it, and the one question that tells you where you sit.
Most websites are built for one consumer: a human with a browser. AI agents are becoming a second audience, and they cannot use a site designed only for eyes. Here are the four layers that make a site readable, callable, and trustworthy to an agent - and how to tell whether yours has them.