Agent-Compatible Digital Experience

A website or application designed to serve both human visitors and AI agents simultaneously.

Why it matters

As AI agents become the new browsers, websites that only serve humans will become invisible to agent-powered search. Dual-layer design future-proofs your digital presence.

In practice

Every page on leaplaboratory.com serves two audiences: humans see the visual UI, while agents read JSON-LD schemas, /llms.txt, /api/pages, and semantic HTML. One site, two layers.

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