Built for narrow tasks
Agents do not need bloated software suites. They need small, high-value intelligence calls they can compose into workflows.
For AI agents
China intelligence built for agents
Access structured China travel, visibility, creator, trend, and market signals for agent builders, workflow systems, and data-driven teams.
Updated hourly on supported routes Low-latency request paths 1h to 24h cache defaults
Built for modular workflows, x402 payment patterns, and decision-ready outputs.
Priced for machine usage
Per-request pricing makes China intelligence usable inside agent systems, not just dashboards or manual research workflows.
Structured for orchestration
Outputs are designed to be consumed by LLMs, tools, and automation layers that need stable, task-ready inputs.
What agents can do
Capabilities grouped around real jobs, not a flat route list
Travel demand intelligence
Flight, spend, route, and growth signals for destination, DMO, and hospitality workflows.
Evaluate route momentum Monitor travel demand shifts Compare markets
Brand visibility analysis
Trend, sentiment, and weekly snapshot signals for discoverability and competitive checks.
Assess discoverability in China Monitor sentiment and trends Benchmark category presence
Creator discovery
Ranked creator inputs and shortlisting signals for campaign planning and research.
Find relevant creators Monitor rankings Support campaign shortlisting
Topic and category signals
Topic movement and category snapshots for content planning and signal monitoring.
Identify rising topics Monitor category movement Map signal shifts
Market data enrichment
Spend and flight endpoints that add directional demand context to broader decision systems.
Use spend and flight signals Support forecasting inputs Enhance market scans
Workflow composition
Combine multiple primitives into snapshots, shortlist flows, and decision-ready summaries.
Combine multiple signals Generate snapshots Power downstream agent decisions
How it works
A simple architecture for agent-native China intelligence
01
Select a capability
Choose the job first: travel demand, creator discovery, brand visibility, or category monitoring.
02
Call narrow intelligence primitives
Use one endpoint for a quick check or compose multiple routes behind the scenes for richer task bundles.
03
Return decision-ready outputs
Feed ranked entities, trend series, and structured snapshots into routing, reasoning, or UI layers.
Economics
Designed for pay-per-call intelligence
This platform is designed around narrow, high-value calls rather than seats or subscriptions. That makes it easier to embed China intelligence inside agent workflows, budget-aware systems, and machine-paid execution paths.
Packaging
Per-request pricing
Contract style
Narrow endpoints
Workflow model
Composable calls
Commercial posture
No seat-based plans
Why structured routes
Why not just use LLM search?
Measure
ChinaMarketing.ai
LLM search alone
Output shape
Structured JSON and ranking outputs
Mostly unstructured summaries
Cost control
Per-call pricing and task logic
Harder to budget at workflow level
Automation fit
Workflow-ready routes and stable anchors
More fragile for repeated orchestration
Try it now
Run a real agent task
See how a single call returns structured, decision-ready output for agent workflows.
How this differs
Start with the task, give one simple input, read the interpreted output first, then open JSON only if you need the underlying response.
This is meant to mirror how an agent evaluates a task, not how a developer inspects an endpoint.
Input
Decision-ready output (Sample response)
A compact destination signal an agent can use for prioritisation or monitoring.
Demand trend
Rising
Growth
+12% MoM
Top route
Shanghai → Tokyo
Signal strength
High
Capability preview
Three bundle types that show how the platform fits agent workflows
Travel intelligence
Flight, spend, route, and growth signals for agent-led travel and destination workflows.
Brand visibility
Trend, sentiment, and brand snapshot inputs for discoverability and performance analysis.
Creator and topic discovery
Ranked creators, topic movement, and signal layers for campaign and research workflows.
Next step