Scalability

Catalog operations run at batch scale through jobs — not giant synchronous HTTP payloads.

Patterns

Workload	Pattern
Import 50k SKUs	Import job + items + retry per row
Export to Amazon	Export job + per-SKU items + failure report
Completeness recalc	Family-wide or product-scoped triggers
AI bulk enrich	Async content jobs with review queue

Integration guidance

• Poll job status or subscribe to events → Webhooks.
• Use pagination on list endpoints → Pagination & errors.
• Idempotent exports via export profiles, not ad-hoc writes per channel.

→ Poll export job recipe