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The Recommendations system accepts both offline and historical order data through XML imports, in addition to order data collected through a Recommendation tracking implementation. Offline and historical order processing can enrich the data used by algorithms and lead to improved recommendation quality.

Optimizely Configured Commerce uses `customerId`  for offline and historical orders. The following code shows an XML sample of an order with `customerId`: