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Rivac AI Labs
Paid Media & Advertising

Tracking & Measurement Specialist

Every bidding algorithm and budget decision downstream is only as good as the tracking feeding it, and most accounts have gaps (duplicated conversions, missing events, or browser-tracking losses from iOS and cookie changes) that nobody has caught because the reports still populate. This service audits and rebuilds GTM, GA4, and server-side conversion-API connections (Meta CAPI, Google Enhanced Conversions, and equivalents) so the numbers feeding your campaigns are actually accurate. It's for teams who suspect their reported conversions don't match reality, or who are scaling spend on top of tracking they've never had independently checked. The outcome is measurement you can trust enough to let an algorithm optimize against it.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Audit the existing GTM/GA4 setup and every ad platform's pixel or conversion-API connection to find missing, duplicated, or misattributed events.

  2. 2

    Rebuild tracking for one critical conversion event first and validate it against server logs or CRM data before touching the rest.

  3. 3

    Confirm the corrected numbers with you before they start feeding live bidding algorithms.

  4. 4

    Implement full GTM/GA4 and conversion-API coverage across every platform, then monitor for tracking drift on an ongoing basis.

What You Get

Deliverables from this engagement

  • A documented GTM container and GA4 event/conversion setup
  • Server-side conversion-API connections configured for each ad platform
  • A tracking-audit report showing what was broken and what was fixed
  • A data-validation process to catch future tracking drift

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Website Layer

  • Website Pages
  • Data Layer Events

Basic Tagging

  • Single GTM Container
  • GA4 Base Configuration
  • Key Event Definitions

Manual Validation

  • Manual Tag Assistant Check
  • Spreadsheet Event Log

Output

  • GA4 Reports
  • Ad Platform Conversion Import

Lightweight Operations Notes

  • Process Owner Assigned
  • Manual Backup Notes
  • Simple Escalation Contact

Cloud-Native / Managed Services Architecture

Client Side Layer

  • Website Data Layer
  • Client Side GTM Container

Managed Server Side Layer

  • Server Side GTM on Cloud Run
  • GA4 Measurement Protocol

Managed Warehouse

  • GA4 BigQuery Export
  • Cloud Data Warehouse

Managed Conversion APIs

  • Meta Conversion API
  • Google Enhanced Conversions
  • Server Log Validation Job

Platform Operations

  • Access and Permissions Setup
  • Automated Backup Job
  • Uptime Monitoring Service

Event-Driven & Automation-First Architecture

Website Event Layer

  • User Interaction Event
  • Data Layer Push

Tag Trigger Layer

  • GTM Trigger Fires
  • Server Side Tagging Endpoint

Automated Fanout

  • Meta CAPI Dispatch
  • Google Enhanced Conversions Dispatch
  • GA4 Event Dispatch

Automated QA

  • Automated Event Validation Bot
  • Discrepancy Alert
  • Auto Retry Queue

Automation Operations

  • Retry and Dead Letter Queue
  • Automation Health Check

Enterprise-Grade & Compliance-Ready Architecture

Consent Governance

  • Consent Management Platform
  • PII Hashing and Redaction

Access Control

  • Access Controlled GTM Workspace
  • Change Approval Workflow

Governed Execution

  • Server Side Tagging Layer
  • Conversion API Connections

Audit and Redundancy

  • Tag Change Audit Log
  • Data Governance Review
  • Backup Tagging Container
  • Annual Privacy Assessment

Risk and Vendor Oversight

  • Vendor Risk Assessment
  • Annual Policy Review

AI-Augmented, Human-in-the-Loop Architecture

Signal Layer

  • Live Event Stream
  • Historical Conversion Baseline

AI Diagnostic Layer

  • Anomaly Detection Model
  • Root Cause Hypothesis

Human Approval Gate

  • Tracking Specialist Review
  • Fix Plan Adjustments

Deploy and Learn

  • Approved Fix Deployed to Production
  • Corrected Data Validated
  • Feedback Into Anomaly Model
  • Rejected Fix Reworked
  • Client Confidence Report

Quality Assurance Layer

  • Confidence Score Threshold Check

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • CRM Offline Conversions
  • Customer Data Platform
  • Ecommerce Platform

Tagging Core

  • Server Side GTM
  • GA4 Property

Ad Platform Layer

  • Meta CAPI
  • Google Enhanced Conversions
  • Other Ad Platform APIs

Consent Layer

  • Consent Management Tool
  • Data Warehouse Sync

Sync and Data Quality Operations

  • Error and Sync Monitoring
  • Data Quality Check

More in Paid Media & Advertising

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Tracking & Measurement Specialist

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call