Shopify A/B testing
Controlled tests on product, cart, and landing pages where traffic supports them, with winners shipped to the live store and losers dropped.
Service
Shopify CRO Program & A/B Testing
Your store keeps improving after launch, in priority order. This ongoing conversion rate optimization program uses research, analytics, and Shopify A/B testing to find the next best change, implement it, and measure what actually happened.
Who this is for
Brands past the first build, where the question is no longer what to launch but what to improve next. If your store is live, selling, and standing still, ongoing optimization is how it moves forward without guesswork.
An honest note on testing.
Not every project includes statistically significant A/B testing, and we will not pretend otherwise. The testing method depends on your traffic, data quality, available tools, and objectives. Low traffic stores get structured, well reasoned changes with careful before and after measurement, not fake significance claims.
What the Shopify CRO program covers
Shopify product page optimization
The page that decides the sale: proof, price logic, buy box, and education, rebuilt around the questions buyers actually ask.
Shopify landing page optimization
Pages for paid traffic, kept in line with the ad that sent the visitor, with one offer and one next step.
Research and prioritization
We start from evidence: store behavior, customer feedback, and journey analysis, then rank opportunities by likely impact and effort.
Customer journey analysis
Where visitors enter, where they hesitate, and where they leave, mapped across the full path from ad click to checkout.
Analytics review
Where access is available, we review your analytics to check findings against real behavior instead of opinion.
Hypothesis development
Each change starts as a testable idea: what we expect to change, for whom, and how we will know.
Design and implementation
Hypotheses become real page changes, built cleanly and documented, not mockups that never ship.
Performance reporting
Plain language reports on what changed, what the data showed, and what happens next, including results that do not support a change.
The monthly cycle
- 01
Review
We review performance, behavior, and the previous cycle's results.
- 02
Prioritize
The next improvements are ranked and agreed with you before anything is built.
- 03
Implement
Changes ship in the agreed order, with documentation on what changed.
- 04
Report
You receive a plain language report: what changed, what the data showed, what happens next.
Questions about the Shopify CRO program
What is a Shopify CRO program?
An ongoing conversion rate optimization engagement: each cycle reviews performance, prioritizes the next improvements, implements them, and reports what the data showed. It starts with an audit and keeps going from there.
How does Shopify A/B testing work?
A change is tested against the current page with traffic split between the two, and the winner ships to the live store. Where traffic does not support a true A/B test, we say so and use structured before and after measurement instead.
How much traffic do I need for A/B testing?
It depends on your conversion rate and the size of change you want to detect. As a rule, high traffic stores can run true A/B tests; lower traffic stores benefit more from well reasoned changes measured carefully over time. We tell you honestly which category you are in.
What tools do you use?
We work with the analytics and testing tools your store already has, including Google Analytics 4 and Microsoft Clarity for behavior insight, and your existing testing tool where one is in place.
Can I pause or stop the partnership?
Yes. Ongoing engagements are structured in cycles, and scope for each cycle is agreed before it starts. You are not locked into changes you did not approve.
Related services
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Learn more →Shopify Landing Pages
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Learn more →Shopify CRO Audit
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Learn more →Ecommerce Automation for Shopify
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Learn more →Let's find your next growth opportunity.
Tell us about your store, your goals, and the challenges you want to solve. We'll use that context to determine whether we're a good fit.