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Data warehouse ⇄ ERP

Google Cloud Platform to TikTok Shop integration — real-time, two-way sync

Keep Google Cloud Platform 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 Google Cloud Platform and TikTok Shop

Put TikTok Shop's records in Google Cloud Platform 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 Google Cloud Platform next to everything else the company measures.

Stacksync syncs Promotions, Shops, Products, SKUs from TikTok Shop into tables in Google Cloud Platform continuously, managing API limits and schema drift along the way. The connection is bi-directional, so values computed in Google Cloud Platform can be written back to fields in TikTok Shop where that is useful.

Common use cases

  • Publish change events to Pub/Sub so downstream services react to record updates as they happen.
  • Push inventory levels from the warehouse or ERP to TikTok Shop to prevent overselling on live and video commerce
  • Sync product catalogs and pricing from a PIM or ERP into shop listings

Where TikTok Shop is the HR system of record: workforce analytics

Worker and organization data syncs into Google Cloud Platform for headcount, cost, and planning analysis alongside other company data.

Where TikTok Shop runs operations: order and supply analysis

Operational records become queryable tables in Google Cloud Platform, joinable with sales and finance data.

Group reporting across systems

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

What you can sync between Google Cloud Platform 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.

Google Cloud Platform objects TikTok Shop objects
Firestore documents Document data read and written through the Firestore API for app-facing syncs. Fulfillment packages Shipment units where tracking numbers and carrier data are written back.
Spanner tables Strongly consistent relational tables accessed via SQL for transactional workloads. Inventory Stock quantities per SKU, updated from the warehouse or ERP to prevent oversells.
BigQuery datasets Namespaces that group tables; syncs target tables within a dataset. Returns and refunds After-sale records reconciled into finance and support systems.
BigQuery tables The primary analytics destination, written through load jobs or the Storage Write API and queried with SQL. Promotions Discount campaigns that affect order pricing and settlement reconciliation.
Cloud SQL databases Managed Postgres, MySQL, and SQL Server instances synced like ordinary relational databases. Shops The seller storefront; API access is authorized and scoped per shop.
Cloud Storage objects Staging area for file-based bulk loads into BigQuery and other services. Products Listings synced from a PIM or ERP catalog, subject to platform review.
What ships with Google Cloud Platform ⇄ TikTok Shop

Connect Google Cloud Platform and TikTok Shop for flexible, real-time data sync.

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

Real-time

Two-way sync

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

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Google Cloud Platform 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 Google Cloud Platform or TikTok Shop record.

Observability

Monitoring

Track your Google Cloud Platform ⇄ 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 Google Cloud Platform and TikTok Shop.

How the Google Cloud Platform and TikTok Shop connectors work

Google Cloud Platform

Integration surface
Per-service REST and gRPC APIs; BigQuery speaks SQL and Cloud SQL exposes standard database wire protocols
Authentication
IAM service accounts with OAuth 2.0 tokens
Change detection
Varies by service: log-based CDC on Cloud SQL (logical replication or binlog, also via Datastream), Pub/Sub for event delivery, polling for BigQuery tables
Capabilities
read · write · CDC · webhooks
Rate limits
Quotas are set per service and per project; BigQuery, Pub/Sub, and Cloud SQL each enforce their own limits

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 Google Cloud Platform 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 Google Cloud Platform 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
    Google Cloud Platform connected
    TikTok Shop connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Google Cloud Platform 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 · Google Cloud Platform ⇄ 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
    Google Cloud Platform TikTok Shop
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Google Cloud Platform 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
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→ 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

Every pair below is a real-time, two-way sync. Search all 386 integrations available for Google Cloud Platform and TikTok Shop.

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