Recommendations & Experiments
ikigai Design & Research • AI-powered optimization experiments
Active Experiments
Personalized subject lines increase email open rates by 15%
Video ads outperform static on Facebook for this audience
Recommended Experiments
Based on your growth plan and market analysis. Prioritized by impact and effort.
HIGH PRIORITY
Launch A/B Test: Landing Page Headlines
Test 3 different value prop headlines to improve CVR
Expected Impact
+8-12% CTR
Effort
Low
HIGH PRIORITY
Expand Email List Segment
Create high-engagement segment based on behavior
Expected Impact
+15% email revenue
Effort
Medium
MEDIUM PRIORITY
Test LinkedIn Content Frequency
Increase from 1x to 3x weekly posts
Expected Impact
+25% engagement
Effort
Low
MEDIUM PRIORITY
Launch CRM Automation Flow
Auto-nurture cold leads with educational content
Expected Impact
+18% qualified leads
Effort
High
Experiment Templates
Build-Measure-Learn Cycle
Build
Design hypothesis and set up experiment
Measure
Collect data and track metrics
Learn
Analyze results and iterate
💡 Pro Tip: Run experiments in parallel on different channels to accelerate learning. Prioritize tests with high impact and low effort.