AI search engines are answering queries directly and citing the businesses they trust. If your Nigerian business isn't AI agent ready, you don't exist to the growing number of people using ChatGPT, Perplexity, and Gemini instead of Google. This playbook covers entity building, schema markup, content architecture, MCP readiness, and authority signals.