7 A/B tests with real hypotheses, not guesses

Generate a comprehensive A/B testing copy plan for {{page_element}} on {{product_name}}'s {{page_type}}. CURRENT PERFORMANCE: {{current_metrics}} (e.g., 2.3% CTR, 15% open rate). TESTING GOAL: {{testing_goal}}. TARGET AUDIENCE: {{target_audience}}. Create {{number_of_tests}} A/B test pairs. For EACH test provide: TEST NAME, HYPOTHESIS (If we change [element] to [variation], then [metric] will [increase/decrease] because [psychological reason]), CONTROL VERSION (current or baseline copy), CHALLENGER VERSION (new variation), ELEMENT BEING TESTED (headline, CTA, body copy, social proof, urgency, form fields, etc.), PSYCHOLOGICAL PRINCIPLE APPLIED, EXPECTED IMPACT (High/Medium/Low), and SUCCESS METRIC. Cover these testing categories: (1) HEADLINE TESTS: Test specificity vs curiosity, benefit-driven vs emotional, short vs long. (2) CTA TESTS: First-person vs second-person, action vs outcome-focused, button color psychology copy. (3) SOCIAL PROOF TESTS: Stats vs testimonials, long vs short form, placement variations. (4) URGENCY TESTS: Deadline vs scarcity, explicit vs implied, placement above/below fold. (5) LENGTH TESTS: Long-form vs short-form, bullet vs paragraph, progressive disclosure. (6) OBJECTION HANDLING: Guarantee placement, FAQ vs no FAQ, risk reversal prominence. (7) FORM/FRCTION TESTS: Fewer fields vs more qualifiers, single vs multi-step. Organize tests by priority: Quick Wins, Strategic Tests, and Long-term Experiments.