Opt-in funnel audit
Find where permission prompts lose users, from first exposure to allow or decline.
Explore the audit →App analytics · Malaysia
See the decision behind every notification permission.
We help Malaysian app teams trace the full opt-in journey, identify avoidable friction and design prompts users can trust.
Request an opt-in reviewPermission journeyContext → Prompt → ChoiceMeasured with consent-aware events
A focused analytics practice
Answers for a small but consequential moment
Notification permission is not a single conversion event. It is a sequence shaped by onboarding, value discovery, operating-system rules and the relevance of the request.
System Nodehub turns that sequence into a practical measurement plan, then helps your team act on what the evidence supports.
Ways we can help
From event quality to better decisions
Prompt experiment analysis
Compare timing, context and copy with decisions grounded in clean event data.
Review the method →Retention impact study
Connect notification consent to return behaviour without confusing correlation for causation.
See the study →What you receive
A clear route from uncertainty to action
- Journey mapA shared view of every pre-prompt, system prompt and outcome.
- Measurement reviewChecks for missing events, ambiguous properties and denominator errors.
- Prioritised actionsRecommendations ranked by evidence, effort and user impact.
“The useful question is not only who opted in. It is whether the app earned the right to ask.”
System Nodehub analysis principle
Start with your current journey