A/B Test Generator
From findings to test-ready hypotheses
Transform audit findings into structured IF/THEN/BECAUSE hypotheses with complete A/B test specifications. Get targeting rules, implementation details, and expected lift ranges — ready for your testing platform.
Structured Hypothesis Framework
Every test hypothesis follows a clear, actionable format that connects the change to expected outcomes with supporting evidence.
We add trust badges (SSL, money-back guarantee, payment icons) above the fold on the checkout page
We will see a 5-12% increase in checkout completion rate
Users currently hesitate at checkout due to lack of visible trust signals, as evidenced by high exit rates on the payment step (GA4) and rage clicks on payment fields (Clarity)
Complete Test Specifications
Everything your team needs to implement and run successful A/B tests.
Structured Hypotheses
Every finding becomes a clear IF/THEN/BECAUSE hypothesis that explains the problem, solution, and expected outcome.
Targeting Rules
Complete audience targeting specifications including device types, traffic sources, and user segments.
Implementation Details
Technical specifications your dev team can implement immediately, with estimated development time.
Expected Lift Ranges
Data-backed projections for expected conversion lift based on industry benchmarks and issue severity.
Flexible Output Formats
Get your test specifications in the format that works best for your workflow.
CSV Export
Import directly into your testing platform or spreadsheet tools
PDF Report
Client-ready documentation with full hypothesis details
Platform Ready
Compatible with VWO, Optimizely, Convert, and custom setups
Export Preview
Stop writing test specs from scratch
Let AI generate complete, actionable A/B test specifications from your audit findings.