# agent-ready
name: Khai Jiet Liong
service: AI search readiness and MCP development
website: https://aeo.liongkj.com/
contact: me@liongkj.com

# scan
purpose: Check selected public website signals for AI discovery, content accessibility, and agent connections.
input: A public website domain, without a path.
method: POST https://aeo.liongkj.com/api/scan with JSON {"domain":"yourcompany.com"}
output: Categorized findings, evidence and suggested next steps.
limits: This is not a complete audit and cannot predict AI recommendations.
privacy: The submitted domain is used to perform the scan and is not stored.

# service pages
https://aeo.liongkj.com/services/ai-search-readiness/
https://aeo.liongkj.com/services/mcp-server-development/
https://aeo.liongkj.com/services/chatgpt-business-integrations/
https://aeo.liongkj.com/work/solarsens-mcp/

# services
AI readiness: Review public discovery and content foundations.
MCP development: Connect authorized AI assistants to selected tools and data.
note: MCP does not automatically improve AI search visibility.

# contact
email: me@liongkj.com
portfolio: https://liongkj.com/

# scenarios
Example conversations are illustrative, not transcripts of actual AI answers. Their source links point to real public websites.