First-session experience
Test onboarding order, permissions, progressive profiling or first-value guidance without losing sight of activation quality.
- Exposure at the changed step
- Completion and time-to-value
- Downstream quality guardrail
Custom planning library
Experiment blueprints
Choose the situation closest to your next release. We tailor each blueprint to your product, users, data and decision threshold.
Recommendation or discovery
Evaluate whether a new surface helps customers find something useful—not merely generate an extra tap.
- Eligible-session definition
- Qualified interaction metric
- Content diversity guardrail
Offer and checkout journey
Measure changes near purchase with careful attention to currency, payment path, refunds and customer value.
- Account-level randomisation
- Conversion and revenue effects
- Cancellation guardrail
Habit-building feature
Connect short test windows to longer behaviour using explicit leading indicators and follow-up analysis.
- Meaningful return definition
- Cohort observation window
- Notification fatigue guardrail
Internal workflow feature
Balance speed and quality when testing tools used by support, sales or operations teams.
- Cluster-aware assignment
- Task time and completion
- Error and rework guardrail
Safety or verification flow
Assess sensitive changes without allowing a broad engagement metric to hide uneven customer impact.
- Risk-based eligibility
- Successful verification
- Support-contact guardrail
Tailored to your release
Turn a blueprint into a testable plan.
We will adapt the audience, metrics and checks to your product context.
Plan your experiment