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Data warehouse ⇄ ERP

BigQuery to TikTok Shop integration — real-time, two-way sync

Keep BigQuery and TikTok Shop in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

  • SOC 2 and 6 other compliance frameworks
  • POC with real engineers in minutes

Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect BigQuery and TikTok Shop

Put TikTok Shop's records in BigQuery as live tables for reporting and analysis, without extract jobs, and write results back where TikTok Shop can use them.

ERP data is some of the most asked-for data in the warehouse and some of the hardest to get: the record types are many, the APIs are strict, and extract jobs are brittle. Whether TikTok Shop carries financials, operations, workforce data, or all three, the analysis belongs in BigQuery next to everything else the company measures.

Stacksync syncs SKUs, Orders, Fulfillment packages, Inventory from TikTok Shop into tables in BigQuery continuously, managing API limits and schema drift along the way. The connection is bi-directional, so values computed in BigQuery can be written back to fields in TikTok Shop where that is useful.

Common use cases

  • Land CRM and ERP records in BigQuery continuously so dashboards reflect business systems without nightly batch jobs
  • Activate modeled BigQuery tables by syncing computed attributes back into sales and marketing tools
  • Sync product catalogs and pricing from a PIM or ERP into shop listings
  • Write tracking numbers and fulfillment status back to TikTok Shop when orders ship

Group reporting across systems

Combine TikTok Shop's records with data synced from other systems in BigQuery for consolidated views no single system can produce.

Write-back where TikTok Shop exposes writable fields

Classifications or reference values computed in BigQuery sync back onto the corresponding records in TikTok Shop.

Where TikTok Shop holds the books: finance reporting from live data

Financial records land in BigQuery as they change, so period-end reporting queries current numbers rather than last night's extract.

What you can sync between BigQuery and TikTok Shop

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

BigQuery objects TikTok Shop objects
Partitioned tables Synced like regular tables; partition columns map to target fields. Orders Purchases pulled into an OMS or ERP for fulfillment and accounting.
Clustered tables Supported; clustering is transparent to the sync. Fulfillment packages Shipment units where tracking numbers and carrier data are written back.
Datasets Organizational container — you pick which dataset’s tables to sync. Inventory Stock quantities per SKU, updated from the warehouse or ERP to prevent oversells.
Projects Connection scope: the service account grants access per project. Returns and refunds After-sale records reconciled into finance and support systems.
Tables The syncable unit: only tables can be synced per the Stacksync docs. Promotions Discount campaigns that affect order pricing and settlement reconciliation.
What ships with BigQuery ⇄ TikTok Shop

Connect BigQuery and TikTok Shop for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every BigQuery–TikTok Shop connection.

Real-time

Two-way sync

Changes in BigQuery or TikTok Shop instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever BigQuery or TikTok Shop data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single BigQuery or TikTok Shop record.

Observability

Monitoring

Track your BigQuery ⇄ TikTok Shop sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between BigQuery and TikTok Shop.

How the BigQuery and TikTok Shop connectors work

BigQuery

Integration surface
GoogleSQL via the BigQuery REST API, client libraries, JDBC/ODBC drivers, and the Storage Read/Write APIs
Authentication
Google Cloud service account: create a dedicated service account, grant roles (BigQuery Data Editor, BigQuery Job User, Cloud Functions Service Agent, Cloud Run Developer, Eventarc Event Receiver
Change detection
Real-time notification service deployed into your Google Cloud project: Eventarc ("a notification service that enables real-time updates to happen") with a Cloud Run "secure portal for real-time notification service in
Capabilities
read · write · CDC
Rate limits
Subject to Google Cloud quotas on queries, DML, and streaming; DML is supported but the platform favors append-heavy batch and streaming loads over row-at-a-time writes
BigQuery setup guide

TikTok Shop

Integration surface
REST API (TikTok Shop Open Platform)
Authentication
App key and secret with shop-scoped access tokens; requests carry a signature
Change detection
Webhook push notifications for order and product status changes, with polling for reconciliation
Capabilities
read · write · webhooks
Rate limits
Subject to the platform's per-app API rate limits
How it works

How to connect BigQuery to TikTok Shop — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate BigQuery and TikTok Shop with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    BigQuery connected
    TikTok Shop connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the BigQuery and TikTok Shop objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · BigQuery ⇄ TikTok Shop
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    BigQuery TikTok Shop
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

BigQuery and TikTok Shop integration FAQ

SECURITY

Security teams love Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

Learn more about security
SOC 2 type II
ISO 27001
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DPF US-EU-UK-CH
→ SECURITY WITH BENEFITS

SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

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