Landing Pages
Headlines, hero sections, CTAs, trust signals, page structure, and layout.
A/B TESTING • CRO • EVIDENCE
Improve conversions by testing what actually works.
Most websites leak revenue in small ways: a confusing headline, a weak call-to-action, an unnecessary step in checkout, or a form that asks for too much too soon.
A/B testing replaces guessing with evidence. At ANJ Digital, I help test changes to webpages, key sections, forms, carts, and checkout flows — then measure what improves conversions, lead quality, and revenue.
LIVE EXPERIMENT
A / B
A
CONTROL
Current experience
VS
B
VARIANT
Tested improvement
RESULT
Measure the lift.
Then make the decision with evidence.
01
WHAT TO TEST
What You Can A/B Test
Almost any meaningful part of the customer journey can be tested. The best opportunities usually appear where uncertainty, friction, or hesitation affect conversion.
Website Sections
Pricing blocks, testimonials, feature grids, navigation, and supporting content.
Forms
Number of fields, field order, messaging, validation, and friction points.
Product Pages
Images, descriptions, social proof, add-to-cart placement, and purchase messaging.
Cart
Upsells, shipping messaging, promo code placement, reassurance, and cart layout.
Checkout
Checkout steps, payment options, guest checkout, forms, and reassurance messaging.
Messaging
Value proposition, benefit framing, urgency, clarity, and calls to action.
02
WHY TESTING WORKS
Stop debating what looks better.
A/B testing gives you a reliable way to improve performance without relying on preference, assumptions, or internal opinions.
Instead of asking “Which version do we like?”, the question becomes “Which version produces the stronger outcome?”
Higher Conversion Rates
Improve performance without necessarily increasing ad spend or traffic volume.
More From Existing Traffic
Generate more leads, purchases, signups, or bookings from visitors you already have.
Better User Experience
Reduce friction, confusion, hesitation, and unnecessary steps in the journey.
Stronger Marketing ROI
Make SEO and paid advertising more valuable by improving what happens after the click.
Clearer Decisions
Use evidence to determine what should be kept, changed, rolled out, or tested next.
03
THE TESTING SYSTEM
A Structured Testing Process
Good testing is more than putting two versions of a page online. It requires a clear hypothesis, clean measurement, and thoughtful interpretation.
Identify Opportunities
Review analytics, funnels, user behavior, and conversion paths to find where visitors drop off, hesitate, or fail to take action.
Define the Hypothesis
Clarify what is changing, why the change should work, and what measurable result would support that idea.
Design the Test
Choose the page or section, define the variants, and establish primary and secondary metrics.
Run With Clean Measurement
Confirm tracking is accurate and the experiment is structured to reduce misleading or noisy results.
Analyze Results
Measure lift, review segments such as device, audience, and channel, and assess the strength of the result.
Deploy Winners & Repeat
Roll out proven improvements and use what was learned to shape the next test and the broader experimentation roadmap.
04
MEASUREMENT
What We Measure
A test is only useful if the metric reflects a real business outcome. The right measurement depends on what the page or funnel is supposed to do.
Purchases, leads, signups, or bookings.
Revenue efficiency and average order value.
Completion rate and cart abandonment.
Form completion rate and lead quality.
Clicks, engagement, scroll behavior, and other useful signals.
CONTROL
A
VARIANT
B
OUTCOME
LIFT
05
REPORTING
Dashboards That Make Testing Clear
Testing is only valuable when you can trust the results. I often pair experimentation with clear reporting — including Power BI dashboards when needed — so you can see what changed, what improved, and what should be tested next.
The goal is not to create another report. It is to make the outcome easy to understand and act on.
Explore Dashboards →
CONTINUOUS IMPROVEMENT
One winning test should lead to the next question.
A/B testing works best as an ongoing decision system — not a single experiment performed once and forgotten.
01
Observe
→
Find friction and opportunity
02
Hypothesize
→
Define what might improve
03
Test
→
Compare the experience
04
Learn
→
Measure the evidence
05
Improve
Deploy and test again
A/B TESTING • ANJ DIGITAL
Talk to an Expert
Ready to improve your website’s conversion rate?
If you want to increase conversions across webpages, forms, carts, and checkout — with testing that is structured, measurable, and grounded in evidence — let’s talk.