Agent readiness

Discovery, schema, examples, and recovery surfaces

China Marketing AI exposes a small set of agent-readable surfaces for discovery, capability selection, paid calls, structured China market intelligence workflows, and failure recovery.

Open registry JSON Open examples

Readiness checks

llms.txt text/plain llms-full.txt text/plain API catalog application/linkset+json Capability registry application/json Examples index text/html MCP product page text/html MCP endpoint streamable-http Site health application/json

Current capabilities

Brand Visibility Snapshot

Generate a China brand visibility snapshot with summary assessment, scored strengths and gaps, and priority actions.

Route: /v1/visibility/snapshot
MCP tool: get_brand_visibility_snapshot
Price: $0.63 per request

Example JSON Input schema

Destination Demand Snapshot

Generate a China outbound destination demand snapshot with demand direction, notable signals, risk framing, and priority actions.

Route: /v1/destination-demand/snapshot
MCP tool: get_destination_demand_snapshot
Price: $0.20 per request

Example JSON Input schema

KOL Shortlist

Generate a decision-ready China KOL shortlist with creator candidates, selection rationale, risk flags, and next steps.

Route: /v1/kol/shortlist
MCP tool: get_kol_shortlist
Price: $0.45 per request

Example JSON Input schema