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- <100ms Data pipelines
- 100+ Connectors
- 2-5x less than batch ELT



Shopify (GraphQL) connector details
The Shopify (GraphQL) connector captures data from your Shopify store’s GraphQL Admin API and streams it into Flow collections in near real time.
- Wide data coverage: Captures products, orders, customers, inventory, fulfillments, refunds, and more.
- GraphQL bulk query support: Uses Shopify’s bulk API to efficiently fetch large datasets without rate-limit issues.
- Flexible authentication: Supports both OAuth sign-in through the Flow web app and manual access tokens.
- Incremental replication: Continuously syncs new and updated records based on a configurable window size.
- Automatic schema mapping: Each Shopify resource maps to its own Flow collection for downstream use.
- Secure and scalable: Handles enterprise-scale Shopify data while maintaining API compliance and reliability.
💡 Note: For Shopify plans below the Grow tier, the API restricts access to customers, orders, and fulfillment_orders streams.


HIGH THROUGHPUT
Distributed event-driven architecture enable boundless scaling with exactly-once semantics.

DURABLE REPLICATION
Cloud storage backed CDC w/ heart beats ensures reliability, even if your destination is down.

REAL-TIME INGESTION
Capture and relay every insert, update, and delete in milliseconds.
Real-timehigh throughput
Point a connector and replicate changes from Shopify (GraphQL) in <100ms. Leverage high-availability, high-throughput Change Data Capture.Or choose from 100s of batch and real-time connectors to move and transform data using ELT and ETL.
- Ensure your Shopify (GraphQL) insights always reflect the latest data by connecting your databases to Shopify (GraphQL) with change data capture.
- Or connect critical SaaS apps to Shopify (GraphQL) with real-time data pipelines.
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Pipelines as fast as Kafka, easy as managed ELT/ETL, cheaper than building it.
Feature Comparison
Estuary | Batch ELT/ETL | DIY Python | KAFKA | |
---|---|---|---|---|
Price | $ | $$-$$$$ | $-$$$$ | $-$$$$ |
Speed | <100ms | 5min+ | Varies | <100ms |
Ease | Analysts can manage | Analysts can manage | Data Engineer | Senior Data Engineer |
Scale |

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