Google Analytics 4 for Business Decisions

Choose a business question, understand GA4 structure, and plan measurement before opening reports.

• Start with a decision, not a dashboard10 min · Turn a business problem into a measurable question and choose a safe learning environment.
• Accounts, properties, streams and roles10 min · Identify the correct GA4 property and explain which role a task needs.
• Write a measurement plan that people can follow10 min · Create a simple specification linking outcomes, events, reports and owners.

Install one planned implementation, protect personal information, and check the collection path.

• Set up a web stream without duplicate tracking10 min · Describe an authorised website installation and the checks needed before publishing it.
• Consent and personal information10 min · Spot unsafe data and explain why consent mode does not replace a consent interface.
• Check Realtime and DebugView10 min · Use collection checks to separate a tracking issue from normal processing delay.

Understand event context, choose key events carefully, and reconcile leads or purchases with business records.

• Events and enhanced measurement10 min · Explain event names, parameters and the limits of automatically collected interactions.
• Choose and count key events deliberately10 min · Select a meaningful key event and explain the difference between its two counting methods.
• Reconcile enquiries and revenue10 min · Separate tracked outcomes from sales records and identify common reasons totals differ.

Distinguish source scopes, tag external campaigns consistently and evaluate traffic against qualified outcomes.

• First-user, session and event scopes10 min · Choose an acquisition dimension that matches the question you are asking.
• Create clean UTM campaign links10 min · Create a non-personal external campaign link with consistent source, medium and campaign values.
• Compare channels by business value10 min · Calculate a clearly defined rate and use qualified outcomes before recommending more spend.

Interpret dimensions and metrics, distinguish landing pages from all views, and investigate device or language differences.

• Read a report like an analyst10 min · Identify the period, dimensions, metrics and data-quality notes before drawing a conclusion.
• Landing pages, views and engagement10 min · Choose the right page report and calculate engagement rate without overstating its meaning.
• Investigate devices and language without stereotyping10 min · Use a focused comparison to identify a possible user-experience problem and validate it.

Link Search Console with the correct permissions, interpret search metrics and create a practical search-to-enquiry improvement plan.

• Link Search Console with the right access10 min · Describe the linking prerequisites and distinguish a missing collection from a failed link.
• Impressions, clicks, CTR and sessions10 min · Explain why Search Console clicks and GA4 sessions differ and calculate click-through rate.
• A search-to-enquiry improvement loop10 min · Combine search evidence and website behaviour into one prioritised content experiment.

Build a focused exploration, interpret a funnel carefully, and recognise processing, privacy and retention limitations.

• Create a focused free-form exploration10 min · Design a simple exploration whose scope, dimensions and metrics answer one question.
• Read a funnel without inventing a cause10 min · Interpret sequential funnel counts and separate observed drop-off from a verified explanation.
• Data-quality warnings, retention and filters10 min · Recognise common reporting limits and avoid permanent filtering changes during casual analysis.

Understand attribution limits, design a measured improvement and communicate a defensible decision in the capstone.

• Attribution is credit, not proof of causation10 min · Explain attribution models and the limits of using them to decide channel value.
• Design a small, measurable improvement10 min · Write a hypothesis, baseline and review plan that distinguish observation from causation.
• Present your decision and complete the capstone10 min · Produce a concise evidence-based recommendation and describe the course certificate accurately.