Choose Your Level
Pick the difficulty that matches where you are. You can come back and try a harder level later.
Build a Campaign Dashboard
Define the KPIs and layout for tracking a product launch across 3 channels.
Attribution Model Comparison
Compare first-touch, last-touch, and multi-touch attribution for a real campaign.
Marketing Mix Modelling (MMM) Brief
Design the requirements for a Marketing Mix Model that guides budget allocation.
Marketing Analytics & Attribution Modeling (GA4 & UTM Tagging)
Marketing analytics attributes revenue to specific marketing channels. Analytics managers seek candidates skilled in configuring Google Analytics 4 (GA4) custom events, establishing standardized UTM tagging, and evaluating attribution models (First Touch, Last Touch, Data-Driven).
1. GA4 Event Tracking & UTM Taxonomy Spec
Governance guide defining UTM naming conventions (source/medium/campaign) and custom GA4 conversion event parameters.
2. Multi-Channel Attribution Analysis Report
Analytical report comparing acquisition performance across First Touch, Last Touch, and Data-Driven attribution models.
3. Executive Marketing Performance Dashboard
Data dashboard visualizing channel conversion rates, customer journey paths, and campaign ROI.
Frequently Asked Questions (Marketing Analytics & Attribution)
What is the difference between First-Touch and Last-Touch attribution?
First-Touch attributes 100% of conversion value to the initial brand discovery channel. Last-Touch attributes 100% of conversion value to the final channel clicked immediately before purchase.
Why is consistent UTM parameter capitalization critical?
Analytics tools treat 'facebook' and 'Facebook' as two distinct traffic sources, fragmenting reporting data.
How did Apple iOS 14.5+ affect digital marketing tracking?
App Tracking Transparency (ATT) allowed users to opt out of cross-app tracking, limiting third-party ad pixel attribution and requiring server-side Conversions API (CAPI) setups.
Explore Digital Marketing Career Paths
Build proof of work across other topics or view full career roadmaps mapping technical skills to hiring expectations.