The Discovery Gap
Your site is agent-ready. The agents aren’t.
AI agents ignore llms.txt, skill files, and structured APIs, even when they exist. A real-world case study showing 6x token waste, four root causes, and six concrete fixes agent builders can adopt today.
The Agent Tax
30 optimizations that slash AI token costs.
Every unoptimized website interaction costs AI agents 5-100x more tokens. Analysis of 30 agent-readiness checks across discovery, usability, and optimization layers, with measured token savings for each.
The 37-Item Checklist
The complete BotVisibility checklist for AI agent readiness.
From discoverable to agent-native in four levels. 30 automated web checks plus 7 CLI-only checks covering llms.txt, OpenAPI specs, CORS, rate limits, structured data, MCP servers, and more.
npx botvisibility
Scan your codebase locally for agent readiness.
Run all 37 checks against your own codebase, including 7 Level 4 checks that require local file access. One command, zero config, instant results.