Referral analytics audit
A structured review of links, event tracking, attribution windows and reporting logic—with a prioritised correction plan.
See what is included →App referral analytics · Malaysia
See the full journey behind every app referral.
We help Malaysian app teams connect invites, installs, activation and retention—so growth decisions are based on real customer behaviour, not disconnected dashboards.
Privacy-aware measurementBuilt around your appMY market context
Invite1,284
Activated38%
Retained61%
The core engagement
A referral measurement system your team can use.
Servercachegrid audits the path from shared link to lasting customer. We define events, resolve attribution gaps, and shape reporting around the decisions your product and growth teams make each week.
View analysis services →What we can deliver
From uncertain signals to an actionable view.
Journey measurement design
A measurement blueprint covering invite, install, registration, activation, reward and retention events.
Explore the approach →Performance analysis
Segmented findings by channel, cohort, geography or campaign, translated into practical growth experiments.
Review deliverables →“We focus the analysis on a simple question: which referral behaviours create useful, lasting customer relationships?”
Servercachegrid analysis principleDesigned for the realities of local app growth
- WhatsApp and social sharing pathways
- Multi-language campaign naming
- iOS and Android measurement gaps
- Consent-aware data practices
Start with one clear question