Agentico AEO report

Top gaps

Recommended actions

• [low] Run live monitor when OPENAI_API_KEY is set — pnpm aeo:monitor --live for real model answers (openai/chatgpt row).
• [low] Refresh llms.txt after verb/pricing changes — Keep machine-readable summary aligned with landing JSON-LD FAQ.

Sample prompt runs

• incorporate-ai-agent-llc (incorporation) — 4/4 mentions · “How do I incorporate an AI agent as an LLC in the United States?…”
• mcp-incorporation-tool (mcp) — 4/4 mentions · “Is there an MCP tool to incorporate an AI agent as a legal entity?…”
• wyoming-series-llc-ai (structure) — 4/4 mentions · “Can I use a Wyoming Series LLC for multiple AI agents with separate liab…”
• ai-agent-limited-liability (comparison) — 4/4 mentions · “What is the best way to give a commercial AI agent limited liability?…”
• bank-packet-ai-llc (banking-adjacency) — 4/4 mentions · “What documents do I need to open a bank account for an AI agent LLC?…”
• agentico-vs-doola-us (comparison) — 4/4 mentions · “Agentico vs doola for incorporating an AI agent as a US LLC — which is b…”