Generate A/B test plans for DTC funnels using RMBC principles.
npx skills add https://github.com/mohammedburqan/es --skill ab-test-plan-mohammedburqan
Please help me install this Agent Skill. Skill: ab-test-plan Source: https://github.com/mohammedburqan/es/tree/main/skills/ab-test-plan Command: npx skills add https://github.com/mohammedburqan/es --skill ab-test-plan-mohammedburqan
This Skill streamlines the process of creating A/B test plans for Direct-to-Consumer funnels, ensuring they are structured, based on RMBC principles, and include a falsifiable hypothesis, control vs variant definition, and success criteria.
Generate an A/B test plan for the checkout page using the 'checkout' page type, with a baseline conversion rate of 10%, a hypothesis about reducing checkout friction, and a traffic volume of 1000 daily visitors.
High-intent search queries and answers about installing and using this skill.
An A/B test plan for a DTC funnel validates changes by structuring a falsifiable hypothesis, defining control versus variant, calculating sample size, and setting primary metrics with success criteria based on RMBC principles.
The RMBC methodology for conversion optimization structures testing around Research, Mechanism, Brief, and Copy phases. It ensures every A/B test plan element connects back to these core principles to validate Direct-to-Consumer funnel changes.
Calculating sample size for an A/B test requires your baseline conversion rate, expected effect size, and daily traffic volume. The plan incorporates these metrics to determine statistical significance for your checkout page tests.
Yes, you need a foundational understanding of A/B testing and RMBC methodology. The process requires you to input valid baseline conversion rates, page types, and hypotheses to generate accurate test plans for Direct-to-Consumer funnels.
The best way to structure a falsifiable hypothesis is to link it directly to RMBC phases. The generated plan defines the expected outcome, primary metric, and success criteria to ensure the hypothesis is testable and measurable.
coleschafferAudit DTC funnels against RMBC and CRO best practices to identify conversion leaks.
RebelHawk-TKDesign A/B tests with sample size, metrics, and analysis criteria.
rohunvoraDiagnose user-flow drop-offs using UX laws and generate actionable fixes with a validation checklist.
mohammedburqanAutomates construction of direct-to-consumer sales funnel blueprints with KPIs.
