Amplitude

Create a Funnel Analysis chart.

Add steps: App Open -> Sign Up -> Profile Create -> Finalize.

Break down by Device Type.

Identify the step with the highest drop-off.

Create a cohort of users who dropped off to target with email.

Instrument the 'Toggle Dark Mode' event.

Use the Impact Analysis chart.

Select the target metric (Retention).

Compare users who used the feature vs. those who didn't.

Analyze the statistical lift.

Open the Compass tool.

Select 'Retained' as the target cohort.

Scan all product events for correlation.

Identify the 'X actions in Y days' threshold.

Update the onboarding flow to encourage that specific action.

Build a 'Likelihood to Churn' cohort using Predictive Analytics.

Filter for users with high churn probability scores.

Sync this cohort to Braze via Amplitude CDP.

Trigger a personalized discount push notification.

Monitor the cohort for re-engagement.

Implement Cross-Domain Tracking SDKs.

Identify users with a unified ID.

Build a Pathfinder chart.

Toggle 'Cross-Platform' view.

Analyze if users starting on mobile convert faster on desktop.

Integrate UTM parameters with Amplitude events.

Create a Funnel chart from 'Ad Click' to 'Purchase'.

Filter by UTM Source.

Compare LTV (Lifetime Value) of Facebook users vs. Organic users.

Reallocate budget based on behavioral LTV.

Set up a 'Release' marker in Amplitude.

Create a dashboard with key KPIs (Crash Rate, Active Users).

Compare pre-release vs. post-release metrics.

Use Session Replay on 'Error' events to see the user's screen.

Roll back if metrics cross a negative threshold.