Stream data from Shopify (GraphQL) to Google PubSub
Sync your Shopify (GraphQL) data with Google PubSub in minutes using Estuary Flow for real-time, no-code integration and seamless data pipelines.
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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.

Google PubSub connector details
The Google Cloud Pub/Sub materialization connector continuously publishes updates from Estuary collections to Pub/Sub topics in your Google Cloud project. It enables real-time event streaming pipelines that can feed downstream consumers, analytics systems, or microservices.
- Continuous delivery: Streams data updates from Flow collections to Pub/Sub topics in real time
- Authentication options: Supports OAuth (via the Flow web app) or Service Account credentials for manual setup
- Automatic topic handling: Can create topics and default subscriptions automatically for ease of use
- Multiplex publishing: Materialize multiple collections into a single Pub/Sub topic with unique identifiers
- Guaranteed ordering: Publishes messages with ordering keys derived from Flow collection keys to maintain sequence integrity
- Flexible integration: Compatible with all GCP regions and existing Pub/Sub infrastructure
💡 Tip: Use this connector to stream Flow data into event-driven applications, trigger workflows in Cloud Functions, or power analytics pipelines through Pub/Sub subscriptions.
How to integrate Shopify (GraphQL) with Google PubSub in 3 simple steps using Estuary Flow
Connect Shopify (GraphQL) as Your Real-Time Data Source
Set up a real-time source connector for Shopify (GraphQL) in minutes. Estuary captures change data (CDC), events, or snapshots — no custom pipelines, agents or manual configs needed.
Configure Google PubSub as Your Target
Choose Google PubSub as your target system. Estuary intelligently maps schemas, supports both batch and streaming loads, and adapts to schema changes automatically.
Deploy and Monitor Your End-to-End Data Pipeline
Launch your pipeline and monitor it from a single UI. Estuary Flow guarantees exactly-once delivery, handles backfills and replays, and scales with your data — without engineering overhead.
Estuary Flow in action
See how to build end-to-end pipelines using no-code connectors in minutes. Estuary Flow does the rest.
Why Estuary Flow is the best choice for data integration
Estuary Flow combines the most real-time, streaming change data capture (CDC), and batch connectors together into a unified modern data pipeline:

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Frequently Asked Questions
- Set Up Capture: In Estuary Flow, go to Sources, click + NEW CAPTURE, and select the Shopify (GraphQL) connector.
- Enter Details: Add your Shopify (GraphQL) connection details and click SAVE AND PUBLISH.
- Materialize Data: Go to Destinations, choose your target system, link the Shopify (GraphQL) capture, and publish.
What is Shopify (GraphQL)?
How do I Transfer Data from Shopify (GraphQL)?
What are the pricing options for Estuary Flow?
Estuary offers competitive and transparent pricing, with a free tier that includes 2 connector instances and up to 10 GB of data transfer per month. Explore our pricing options to see which plan fits your data integration needs.
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