Is A/B Testing A Good Idea for SaaS Startups?

A/B testing requires large user volumes to achieve statistical significance, making it impractical for early-stage SaaS companies that lack sufficient traffic. Early-stage startups should instead rely on qualitative research, user interviews, and expert intuition rather than statistical analysis to inform product, pricing, and design decisions. Statistical analysis becomes viable only at scale, where marginal improvements of 1-5% can justify the extended testing timelines.