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Best Practices & Troubleshooting

Best Practices

  • Provide Sufficient Historical Data: Set a Training Start Date covering at least 90–180 days of transaction data to ensure high-accuracy model predictions.

  • Filter Restricted SKUs: Set Exclusion Filters for out-of-stock items, internal store charges, or seasonal clearance goods that should not be automatically recommended.

  • Utilize Fallbacks: Always define a valid Fallback Lookback Days period to avoid empty recommendation slots for brand-new customers without prior purchase history.


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