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 32+ times
Related Entries
Best Practice
Loser
Video Testimonials Mid-Page on Lead-Gen Forms — Hurt Conversion
social_prooflanding
Expected lift: -20%--5%
High confidence
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
Test Quality Peaks at 1–10 Annual Tests Per Engineer; Drops 87% After 30
testing_strategyany
High confidence
Research Finding
Principle
4+ Variation Tests Win 2.4x More Often With 27% Higher Lift
testing_strategyany
Expected lift: 10%-30%
High confidence
Test Idea
Winner
Authority
social_proofsignup
Expected lift: 5%-15%
High confidence