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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.

Readiness checks

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

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

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