shopify-ab-testing

# Shopify A/B Testing Framework A rigorous A/B testing methodology for Shopify merchants to systematically improve conversion rates. This skill generates a prioritized testing roadmap, hypothesis templates, sample size calculators, and statistical significance guidelines for ongoing CRO experiments. ## Usage ``` AB testing plan: <store niche or URL> split testing strategy: <conversion problem> shopify testing framework: <store type> what to AB test: <store URL> ``` ## What You Get 1. **Testing Prioritization Matrix** — ICE scoring to rank tests by impact and effort 2. **Hypothesis Templates** — Structured test hypothesis with expected outcomes 3. **Element Testing Roadmap** — Headlines, CTAs, images, layout, pricing display 4. **Sample Size & Duration** — How long to run tests for statistical validity 5. **Tool Stack Recommendations** — Native and third-party A/B testing tools for Shopify 6. **Results Analysis Framework** — How to interpret data and avoid common pitfalls 7. **Iterative Testing Calendar** — 12-week rolling test schedule and documentation