Independent analytics case study · GA4 · acquisition
An acquisition-quality analysis for a 50K+ user website, designed to separate traffic volume from traffic that actually contributes.
Context: The site had growing traffic but unclear evidence on source quality. My role: Independent web analyst, responsible for the GA4 acquisition analysis, traffic-quality diagnosis, and channel recommendation.
Which acquisition sources were creating engaged audiences - and where was reporting being distorted by low-quality traffic?
Diagnostic approach
Channel comparison
Prioritize SEO opportunities, bot filtering, and content that earns repeat engagement. Organic search produced three times higher engagement than social channels, making quality - not raw reach - the right optimization target.
Track clean-user sessions, engaged sessions by source, return visits, content depth, and conversion actions. A quarterly source-quality review would prevent low-value volume from distorting decisions again.