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Database ⇄ ERP

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

Keep Google Cloud SQL 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 SQL and TikTok Shop

Give your engineers TikTok Shop's data in Google Cloud SQL: read it with normal queries, write back through the sync, and skip the ERP API entirely.

ERP data sits behind interfaces built for the ERP's own modules, not for your internal systems. Teams that need those records, for reporting services, internal tools, or automations, end up writing integration code against a strict API and maintaining it through every upgrade.

Stacksync mirrors Fulfillment packages, Inventory, Returns and refunds, Promotions from TikTok Shop into Google Cloud SQL and keeps both sides consistent in real time. Whatever TikTok Shop is the system of record for, whether financials, operations, people, or procurement, those records become rows your code can query, and changes written in Google Cloud SQL sync back into TikTok Shop with its validations respected.

Common use cases

  • 01 Migrate from a self-managed database by syncing Cloud SQL and the legacy system during cutover.
  • 02 Keep an internal admin application backed by Cloud SQL consistent with an ERP or billing system.
  • 03 Write tracking numbers and fulfillment status back to TikTok Shop when orders ship
  • 04 Reconcile refunds and returns into accounting systems alongside other sales channels

Common sync patterns

Where TikTok Shop is the HR system of record: people data for internal systems

Worker and org records stay current in Google Cloud SQL for provisioning, access, and reporting systems that read from the database.

Controlled write-back

Choose exactly which tables and fields may flow from Google Cloud SQL back into TikTok Shop, keeping the ERP authoritative.

Read ERP records with a query

Records from TikTok Shop live in Google Cloud SQL as ordinary tables or collections, joinable with the rest of your data.

What you can sync between Google Cloud SQL 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 SQL objects TikTok Shop objects How this pairing syncs
Views Read-only sources for shaping data before syncing it out. Inventory Stock quantities per SKU, updated from the warehouse or ERP to prevent oversells. Views is specific to Google Cloud SQL and Inventory to TikTok Shop — each maps to any object or custom field on the other side.
Transaction logs MySQL binlog or PostgreSQL WAL, the source for log-based change capture. Returns and refunds After-sale records reconciled into finance and support systems. Transaction logs is specific to Google Cloud SQL and Returns and refunds to TikTok Shop — each maps to any object or custom field on the other side.
Instances The managed MySQL, PostgreSQL, or SQL Server server a sync connects to. Promotions Discount campaigns that affect order pricing and settlement reconciliation. Instances is specific to Google Cloud SQL and Promotions to TikTok Shop — each maps to any object or custom field on the other side.
Databases Scope the tables included in a sync configuration. Shops The seller storefront; API access is authorized and scoped per shop. Databases is specific to Google Cloud SQL and Shops to TikTok Shop — each maps to any object or custom field on the other side.
Schemas Namespace tables in PostgreSQL and SQL Server instances. Products Listings synced from a PIM or ERP catalog, subject to platform review. Schemas is specific to Google Cloud SQL and Products to TikTok Shop — each maps to any object or custom field on the other side.
Tables Mapped directly to sync targets; schema changes can be propagated. SKUs The purchasable variants under a product; inventory and price live at this level. Tables is specific to Google Cloud SQL and SKUs to TikTok Shop — each maps to any object or custom field on the other side.

How changes propagate between Google Cloud SQL and TikTok Shop

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

Google Cloud SQL TikTok Shop Sub-second propagation

DetectionChanges in Google Cloud SQL are captured at the source via change data capture — no polling loop against its API. Engine-dependent log-based CDC: MySQL binlog, PostgreSQL logical replication, SQL Server change tracking.

DeliveryEach detected change is written to TikTok Shop through its API, with automatic retries and rate-limit backoff.

TikTok Shop Google Cloud SQL Sub-second propagation

DetectionTikTok Shop notifies Stacksync of record changes through webhook events. Webhook push notifications for order and product status changes, with polling for reconciliation.

DeliveryEach detected change is applied to Google Cloud SQL as a row-level write, with types converted between the two schemas.

Rate-limit considerations

  • Google Cloud SQL: Constrained by instance size and connection limits rather than API quotas.
  • TikTok Shop: Subject to the platform's per-app API rate limits.
What ships with Google Cloud SQL ⇄ TikTok Shop

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

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

Real-time

Two-way sync

Changes in Google Cloud SQL 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 SQL 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 SQL or TikTok Shop record.

Observability

Monitoring

Track your Google Cloud SQL ⇄ 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 SQL and TikTok Shop.

How the Google Cloud SQL and TikTok Shop connectors work

Google Cloud SQL

Integration surface
Native SQL wire protocols (MySQL, PostgreSQL, SQL Server) plus a REST admin API for instance management
Authentication
Database credentials; IAM database authentication is available for MySQL and PostgreSQL
Change detection
Engine-dependent log-based CDC: MySQL binlog, PostgreSQL logical replication, SQL Server change tracking; polling as a fallback
Capabilities
read · write · CDC
Rate limits
Constrained by instance size and connection limits rather than API quotas.

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

    Choose tables

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

Google Cloud SQL and TikTok Shop integration FAQ

SECURITY

Security teams trust 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
HIPAA BAA
GDPR
CCPA
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

Every pair below is a real-time, two-way sync. Search all 432 integrations available for Google Cloud SQL and TikTok Shop.

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