Why A/B Test Pricing Tables
Small changes can have huge impacts:
- Changing button color: +21% conversions
- Adding 'Most Popular' badge: +29% to that tier
- Switching to annual default: +43% annual sales
- Reordering features: +17% conversions
Data from actual WP Pricing Tables customers.
What to Test
High-Impact Tests
- Highlighted tier: Which plan to feature
- Default billing: Monthly vs annual
- Button text: 'Buy Now' vs 'Start Free Trial' vs 'Get Started'
- Number of tiers: 2 vs 3 vs 4 options
- Pricing amounts: $29 vs $25 vs $30
Medium-Impact Tests
- Button colors
- Badge text ('Most Popular' vs 'Best Value')
- Feature order
- Number of features shown
- Column order (cheap → expensive vs reverse)
Lower-Impact Tests
- Fonts and typography
- Spacing and padding
- Border styles
- Icon styles
💡 Start High-Impact: Test elements that directly affect decision-making first. Perfect the conversion drivers before optimizing aesthetics.
Setting Up A/B Tests
1 Create Variant Tables
- Duplicate your existing table
- Change ONE element only
- Name clearly: 'Pricing V1 - Monthly Default' vs 'Pricing V2 - Annual Default'
2 Split Traffic
Use a plugin like:
- Google Optimize: Free, integrates with Analytics
- Nelio A/B Testing: WordPress-specific
- Convert: Advanced, paid
3 Define Success Metrics
- Primary: Signups or purchases
- Secondary: Button clicks, time on page
- Revenue: Average order value, total revenue
Running Tests
Traffic Requirements
Minimum for statistical significance:
- Small changes: 1,000+ visitors per variant
- Medium changes: 500+ visitors per variant
- Large changes: 200+ visitors per variant
Test Duration
- Minimum: 7 days (capture weekly patterns)
- Ideal: 14-30 days
- High traffic: Can conclude sooner if significance reached
Statistical Significance
Don't declare winner until 95% confidence level reached. Use calculator: https://neilpatel.com/ab-testing-calculator/
Common Test Scenarios
Test: Annual Pricing Emphasis
Control: Monthly billing default
Variant: Annual billing default with 'Save 20%' badge
Typical Result: 40-60% increase in annual plan selections
Test: Recommended Tier
Control: Middle tier highlighted
Variant: Highest tier highlighted
Typical Result: 15-25% increase in total revenue (higher tier = more money)
Test: Free Trial vs Buy Now
Control: 'Buy Now' CTA
Variant: 'Start Free Trial' CTA
Typical Result: 2-3x more trial starts, but lower conversion to paid (test end-to-end ROI!)
