AI-Powered A/B Test Roadmap

A/B Test Planner

Paste any Shopify store URL and get a full A/B testing roadmap: AI-prioritised experiments with exact control/variant copy, sample-size math, and portfolio interference analysis.

Evidence-Bound Tests
Portfolio Verdict
Sample-Size Math
CRO Handoff Mode
AI Expert Analysis
AI expert reading your store and building the evidence-bound test backlog…
How It Works

3 Simple Steps

Get actionable insights in under 30 seconds

1

Paste Your Store URL

Enter your Shopify store URL. The planner audits your homepage, a collection page, and your top product page for testable elements and conversion gaps.

2

AI Scores & Ranks Test Hypotheses

Our AI identifies high-impact test opportunities across 8 page zones - hero, pricing, product images, trust signals, CTA, checkout, navigation, and social proof - and ranks each by revenue potential vs. dev effort.

3

Get Your Prioritized Test Roadmap

Download a structured A/B testing roadmap with hypothesis statements, control vs. variant descriptions, success metrics, and recommended testing tools - ready to hand to your CRO team or developer.

Featured Answer

What should I A/B test on my Shopify store to increase conversions?

ecomspy A/B Test Planner analyzes your Shopify store and generates a prioritized testing roadmap - headline variations, CTA copy, hero image formats, pricing display, trust badge placement, and product page layout changes ranked by expected conversion impact. Each test includes a hypothesis, success metric, and estimated duration based on your traffic level. Free, no signup.

Preview

Sample Output

Here's what your report looks like. Real analysis, instant results.

ecomspy.io. A/B Test Planner Report
10 tests planned
8 high priority
5 pages covered
10
Total Tests
8
High Priority
2
Medium Priority
0
Low Priority
All 10
Cart Page 3
Collection Page 1
Homepage 2
Homepage / Popup 1
Product Page (PDP) 3
Priority:
All priorities
|
High (8)
Medium (2)
Low (0)
Cart PageAOV
Free Shipping Progress Bar
HighMedium
Cart PageAOV
Cross-sell / Upsell in Cart
HighMedium
Homepage / PopupEmail
Email Popup Offer Type
HighEasy
HomepageTrust
Social Proof Strip
HighEasy
HomepageCTA
Hero CTA Button Copy
HighEasy
Product Page (PDP)CTA
Add to Cart Button Copy
HighEasy
Product Page (PDP)Trust
Trust Badges Below ATC
HighEasy
Product Page (PDP)UX
Size Guide / Fit Helper
HighMedium
Cart PageCTA
Checkout Button Copy
MediumEasy
Collection PageLayout
Product Card Layout
MediumMedium
What You Get

Everything Included, Free

No account required. No credit card. Instant results.

Plan My A/B Tests →
FAQ

Frequently Asked Questions

Everything you need to know