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Best practices for marketplace integration workflows

Plan reliable marketplace workflows with practical guidance for orders, fulfillment, inventory, invoices, refunds, monitoring, and ongoing maintenance.

Design around the full order lifecycle

Reliable marketplace operations extend beyond creating an order. They also include inventory changes, fulfillment and tracking, invoices, refunds, cancellations, and the exceptions returned by marketplace APIs.

  • Define the source of truth for each workflow.
  • Use monitoring and logs to surface failed transfers and exceptions.
  • Plan correction and controlled replay paths where supported.

Work with each platform's constraints

Workflow behavior depends on webhook delivery, schedules, API limits, marketplace availability, seller permissions, and data quality. Build around those constraints with clear monitoring and recovery paths.

Review reliability approach
  • Set realistic timing expectations for scheduled or platform-dependent workflows.
  • Confirm marketplace-specific document, carrier, and order-state requirements.
  • Review the failure context and correct the cause before replaying a transfer.