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A Crazy Culture of Testing
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Plethora of Piñatas
1. Webinars: Marketing Experiments & Site Tuners
2. Landing Page Optimization: Optimizely
3. User Testing: Usertesting.com
4. Browser Extensions: Cookies tab in Firebug & Responsive design view in Web developers
5. Tag management – Brighttag.com, Google Tag Manager
Useful Tools
Landing Page vs. Conversion optimization
Shiny Objects
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Getting in the game: some webinars, look into crazyegg and Google Experiments
Get me some tools: Usertesting, Optimizely, more webinars, analytics based projects
Fuel on the Fire: statistical significance, full A/B, adopted methodology
Phase I
Phase II
Phase III
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Phase I & II
Landing Page optimizationOptimizely/Google ExperimentsVersion testing – compare time periodsGut based w/ mix of some research (webinars or competition
• Seasonality, external factors (economy, news, weather), time of day, marketing & advertising efforts
• STATISTICAL SIGNIFICANCE• MATHMATICAL METHODOLOGY
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The “Next Level”
Phase III
MethodologyRealistic mathematical understanding of site funnel metricsFull A/B testing platformMix of large scale A/B & LPO – dual trackFull tracking system & statistical baselines
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Methodology - Conversion Heuristic
C = probability of conversion
m = motivation of user (when)
v = clarity of the value proposition (why)
i = incentive to take action
f = friction elements of process
= anxiety about entering information/taking action
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427% Lift
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Math & the Funnel
1,000 * 40% bounce = 600
1,000 * 30% bounce = 700
3.5% conversion = 21 vs. 25
WIN?
1,000 * 40% bounce * 45% funnel entries@ 4% & 55%@1% = 13
1,000 * 30% bounce * 45% funnel entries@ 4% & 55%@1% = 15
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The Basic Funnel
Landing Pages
Search Results
Property
Cart
Billing
Purchase
3.5%
1.7%
40%
“rising tide” A/B
Single page LPO
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A/B & LPO – The Dual Track
A/B Tests
Internal system with server-side splitting,
custom vars
Full manual reporting toolset
LPO
Optimizley
Software determines
Headlines/CTA
PPC/SEO
Lead Forms
Images
Search Results
Cart
Product
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Determining the Priority & Process
Landing Pages
Search Results
Property
Cart
Billing
Purchase
“rising tide” A/B
Single page LPO
Book Now or Web Lead
Checkout
Book
10% - 30%
Optimizely
Cart 1 Cart 2
Results• 32% Conversion rate increase
• 96% Level of confidence
• $800,000 Additional annual online sales
Rigorous Testing
29.8% Lift
18.7% Lift
54% Total Lift
Rigorous Testing – Sample of current tests
Site / Page Lift
Beaver Creek Lodging 29.8%
Breckenridge Lodging 427.4%
Park City Resort 128.9%
Vail Destination 69.1%
Mexico Destination 8.7%
Mexico Lodging Ideas 5.8%
Mexico Travel Ideas 5.6%
And many more…
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Tidbits from Testing
• Orange buttons for main CTA
• One main CTA button vs. multiple options
• People on pages
• Security/value icons work every time
• Consistent value propositions
• Fold doesn’t matter much
• Typically the vertical layout works
• Smaller “hero” images
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PowerPack Punch of Death
1. Marketing Experiments
• Webinars, research library, methodology
2. A/B Split Testing Capabilities
• Split testing across the whole site, server side traffic splitting, custom vars
3. Full Tracking based on vars
• Online & Offline conversions based on split
4. Optimizely
• Ability to deploy on the fly, integrate w/GA & crazyegg
5. GA Reporting
• Custom reports & custom segments
6. Statistical Tracking & “Funnel Math”
• Excel report and/or online tool (visualwebsiteoptimizer.com/ab-split-significance-calculator/ – based on 5% p-value, or 95% confidence level)