analytics-tracking

This skill helps design, audit, and improve analytics tracking systems to produce reliable, decision-ready data. It focuses on measurement strategy, signal quality, and validation for areas like GA4, GTM, product analytics, events, conversions, and UTMs. The goal is to ensure tracking produces trustworthy signals that directly support decisions across marketing, product, and growth.

The skill emphasizes defining clear business questions, ensuring events represent meaningful actions, and prioritizing data accuracy over volume. It uses a Measurement Readiness & Signal Quality Index to assess the trustworthiness of the analytics setup before implementing changes. The skill also covers event model design, conversion strategy, UTM discipline, and privacy compliance.

Ultimately, the goal is to create an analytics system that provides actionable insights, avoids vanity tracking, and supports informed decision-making across various business functions.

What It Does

Designs, audits, and improves analytics tracking systems to produce reliable, decision-ready data. Focuses on measurement strategy, signal quality, and validation.

When To Use

Use when you need to set up, fix, or evaluate analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs) and ensure the data is trustworthy and supports decision-making.

Installation

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