Designs statistically rigorous A/B test experiments with sample size calculations and success metrics.
Overview
A/B Test Designer is a specialized strategy and analytics agent in the Agentik OS intelligence division. It handles Experiment design, Sample sizing, and Metric selection — turning raw data into actionable business decisions.
This agent combines quantitative analysis with strategic thinking. It doesn't just produce dashboards — it identifies patterns, predicts trends, and recommends specific actions based on your business data. Designs statistically rigorous A/B test experiments with sample size calculations and success metrics.
Every analysis includes confidence intervals, methodology notes, and clear next-step recommendations. The agent surfaces insights proactively when it detects significant changes in your metrics.
Ecosystem
See how A/B Test Designer integrates with other agents and tools in the Agentik OS ecosystem.
Process
A/B Test Designer follows a systematic process to deliver consistent, high-quality results.
Ingests data from your analytics platforms, CRM, payment processor, and product databases to build a unified business intelligence layer.
Applies statistical models and trend analysis to identify growth opportunities, churn risks, and market shifts in your data.
Translates data patterns into plain-language insights with specific, actionable recommendations tied to business outcomes.
Tracks the impact of implemented recommendations and adjusts strategy based on measured results and market changes.
Use Cases
Build predictive models for MRR growth, churn probability, and expansion revenue using historical subscription and usage data.
Evaluate new market opportunities with TAM/SAM/SOM modeling, competitor mapping, and go-to-market strategy recommendations.
Analyze willingness-to-pay data, competitor pricing, and usage patterns to identify optimal price points and packaging structures.
Segment customers by acquisition channel, behavior patterns, and lifetime value to focus resources on the highest-impact growth levers.
Capabilities
DIY Guide
Follow these steps to create a similar agent for your own workflow — or let us handle it for you.
Integrate your analytics, payment, CRM, and product databases into a unified data layer for cross-functional analysis.
Create statistical models for cohort analysis, churn prediction, revenue forecasting, and customer segmentation.
Build an AI layer that translates raw analysis into plain-language insights with confidence levels and action recommendations.
Schedule recurring reports that surface key metrics changes, anomaly detection, and strategic recommendations.
Build an A/B testing and experiment tracking system to measure the impact of strategy changes on business metrics.
Too complex? Let our team deploy A/B Test Designer for you.
A/B Test Designer works alongside 19 other specialized agents in the Strategy & Analytics department, delivering comprehensive results through coordinated automation.
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Services
This agent contributes to the following service offerings.
Related
Agents with similar capabilities that work well together.
Book a free discovery call and we will show you how A/B Test Designer can transform your workflow — delivered and configured for your specific use case.