Inconclusive
Low confidence
Pattern #73: Source Personalized Testimonial
[company] Pattern #73: Tests whether Source Personalized Testimonial improves conversion performance. This is a meta-pattern derived from multiple A/B tests across different companies. Applicable to various page types.
Hypothesis
If we A/B test Source Personalized Testimonial on any pages, then we can measure its impact and determine if it suits our context — pattern data is directional.
Why This Works
Key Learnings
Viewed 10+ times
Related Entries
Test Idea
Inconclusive
Social Proof at Checkout Increases Orders; Social Proof at Top of Funnel Hurts — The Motley Fool
social_prooflanding_page
High confidence
Research Finding
Principle
Personalized Experiences Generate 41% Higher Impact Than Generic
personalizationany
Expected lift: 20%-50%
High confidence
Best Practice
Loser
Ghost / Outline Buttons Lose to Filled Buttons — Consistently
ctaany
Expected lift: -25%-0%
High confidence
Test Idea
Winner
Authority
social_proofsignup
Expected lift: 5%-15%
High confidence
Research Finding
Principle
Commonly Used Metrics Are Poor Predictors of Business Impact
measurementany
High confidence