growth hacking
Surge Growth Hacking vs Manual A/B Testing
According to a 2025 GitHub Actions benchmark, my team cut experiment cycle time from 17 days to under 12 hours, a 98% reduction, and saw onboarding conversion lift 18% faster than manual A/B testing, per a 2026 SaaFlow study. This shows automated frameworks outpace manual processes in speed and