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How it’s calculated

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Built from

  • Order.customer.id
  • Order.createdAt

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Known caveats

  • Current transform marks orders with a customer, not a verified first purchase.

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Where this appears

  • Supporting input; not offered as a standalone dashboard metric
daily_snapshot; entity: customer; same-day fold: sum; additivity: semi_additive.Join and identity keys
  • customerId
  • snapshotDate
  • Organization and store are resolved from the authenticated request.
  • Reads use a half-open interval: recorded_at >= start and recorded_at < end.
  • ShopifyQL sales values are used as reported; no extra paid-order filter is added by Aloftly.
Timezone. ShopifyQL groups by the shop reporting date; Aloftly stores that date as a UTC-midnight label. Order lifecycle events retain their provider timestamp.Currency. Not applicable.Freshness. Cursor sync.