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Upstack Data

Shopify to Your warehouse

Forward every Shopify event to Your warehouse server-side, resolved to a person against a 750M+ device graph — as a full-fidelity event stream you can query yourself.

What changes

What changes when Shopify feeds Your warehouse.

One resolved event stream

The same identity-resolved events that reach your ad platforms, landed in your warehouse.

Nothing sampled

Full-fidelity events, not an aggregate or a sample.

100% of conversions, server-side

Orders are captured from Shopify’s servers, so nothing is lost to ad blockers, ITP or a failed browser call.

Recognise returning customers

Shopify customer IDs, emails and phones are matched against the graph, so repeat buyers are identified across devices.

What actually moves

What Shopify carries, and what Your warehouse needs.

Shopify and Your warehouse describe a customer with different vocabularies. This is the mapping Upstack applies on the way through — the left column is what Shopify can put on an event, the right is what Your warehouse can actually use.

Shopify sends

order_id
Shopify order and checkout token
email / phone
customer contact from checkout
customer_id
Shopify customer record, if they have one
line_items
products, variants and quantities
total / subtotal / discount
order economics
customer_type
new or returning, resolved before send

Your warehouse receives

event_id
primary key you can join on
resolved person ID
stitch sessions to customers
full property payload
nothing dropped, nothing sampled
ingest timestamp
rebuild any point-in-time view

A stream you can audit

How you know it is working.

Warehouse data is only useful if you trust it enough to base a decision on it. These controls exist so you can reconstruct how any row got there.

  • Full lineage

    Every row traceable to the event that produced it and the time it landed.
  • Deduplication

    Stable event IDs, so re-runs and backfills do not double rows.
  • Bot and fraud filtering

    Filtered before load, with the filter decision recorded.

Where to check in Your warehouse

Query the events table directly: count distinct resolved person IDs against count distinct sessions, and compare the ratio to what your analytics reports.

Get Shopify talking to Your warehouse.

A 15-minute walkthrough of this connector on your own account.