Resources for operations
Articles for production server-side tagging
For teams, agencies, and specialists already working with Google Tag Manager server-side tagging. These articles focus on infrastructure, operations, data protection, data quality, and clean client projects.
Context
No SST basics. Operational knowledge for live setups.
The articles are for practitioners who understand server-side tagging and now need to make operational decisions: hosting, costs, scaling, domains, data protection, monitoring, and handover to clients or internal teams.
The focus is on production setups and clear decisions: what should you operate yourself, what should you outsource, and which questions need answers before going live?
Topics
What the articles cover
Infrastructure & Hosting
Operations, scaling, Cloud Run, custom domains, and costs.
Data Protection & Compliance
IP addresses, data processing agreements, server location, transfers, and data reduction.
Data Quality & Tracking
First-party endpoints, event validation, deduplication, and consent.
Integrations
GA4, Google Ads, Meta CAPI, and other marketing platforms.
Agencies & Freelancers
Project calculation, handover, operations, and client communication.
Current articles
Start with infrastructure & hosting
Recommended start
Host your tagging server yourself or use managed hosting?
A decision article for teams running GTM server-side tagging in production and weighing their own infrastructure against managed hosting.
Infrastructure & Hosting
What a production GTM tagging server really needs
Production operation of a GTM tagging server means more than a running Docker image. These points belong in every resilient setup.
Infrastructure & Hosting
Google Cloud Run for GTM server-side tagging: useful or overkill?
Cloud Run is an obvious path for GTM server-side tagging. In production setups, however, additional operational tasks quickly appear.
Infrastructure & Hosting
Custom domain for the GTM tagging server: why it is more than cosmetics
A dedicated tracking domain is not a branding detail in server-side tagging, but an important part of data quality, control, and operations.
Infrastructure & Hosting
Why Google’s automatic tagging server provisioning is only meant for tests
Automatic GTM provisioning is ideal for first tests. For live traffic, key building blocks of production operations are still missing.