{"type":"article","schemaVersion":"1","slug":"web-becoming-agentic-api-discovery","title":"The Web Is Becoming Agentic. What Happens to API Discovery?","description":"Search engines solved discovery for humans. Agentic systems need a machine-readable discovery layer for software. Here's what that means — and why existing tools are layers, not competitors.","status":"LIVE","topics":["agent-readiness","api-discovery","agentic-web","llms-txt","mcp"],"concepts":["agent-readiness","api-discovery","agentic-web","llms-txt","mcp"],"rules":[],"capabilities":[],"actions":[{"type":"read","label":"Read article (Markdown)","url":"https://agentbadge.xyz/blog/web-becoming-agentic-api-discovery.md"},{"type":"view-demo","label":"Run Agent Readiness scan","url":"https://agentbadge.xyz/scan?src=article:web-becoming-agentic-api-discovery"}],"qa":[{"question":"Who becomes the Google of the agentic web?","answer":"This is the question that makes the article interesting beyond AgentBadge."}],"claims":[{"id":"claim-1","text":"As AI agents replace humans as API consumers, discovery shifts from search engines to machine-readable layers like llms.txt, MCP, and A2A protocols. These are not competitors to search — they are a new discovery stack built for software, not humans.","status":"UNVERIFIED","evidence":[]}],"canonical":"https://agentbadge.xyz/blog/web-becoming-agentic-api-discovery","dates":{"published":"2026-08-15","modified":"2026-08-15"},"markdownUrl":"https://agentbadge.xyz/blog/web-becoming-agentic-api-discovery.md","jsonUrl":"https://agentbadge.xyz/blog/web-becoming-agentic-api-discovery.json","shortAnswer":"As AI agents replace humans as API consumers, discovery shifts from search engines to machine-readable layers like llms.txt, MCP, and A2A protocols. These are not competitors to search — they are a new discovery stack built for software, not humans.","relatedResources":[{"type":"guide","label":"Agent guide","url":"https://agentbadge.xyz/agent-guide/articles/web-becoming-agentic-api-discovery"}]}