Experimentation-Led
Growth
Replace opinions with evidence through structured experimentation systems that produce reliable learning and measurable lift — every single cycle.
Most A/B tests are theater
Ad-hoc testing without statistical rigor produces false positives. Teams "run experiments" but lack the sample sizes, significance thresholds, or guardrail metrics to trust the results. Decisions get made on noise, and the same mistakes repeat.
True experimentation-led growth requires a system: prioritized hypotheses, right-sized experiments, proper statistical design, and a discipline of learning from every test — including the failures.
Mxdify builds that system for your team and runs it alongside you.
Our experimentation approach
- Hypothesis backlog prioritized by expected economic impact
- Sample size and power calculations before every test
- Guardrail metrics protect business health during experiments
- Confidence intervals, not just p-values, for decision making
- Segmented analysis to surface hidden wins
- Test documentation and institutional learning library
What statistically rigorous experimentation delivers
Relative lift in lead-to-order conversion rate (8% → 12%, p=0.01) for a B2B services client
Relative lift in SaaS free-trial to paid conversion rate (p=0.01) through onboarding optimization
Typical improvement range when hypotheses are prioritized by economic impact before testing
Funnels, pricing, UX, messaging
- Landing page and conversion flow optimization
- Onboarding and activation sequence experiments
- Pricing page and packaging tests
- Email and nurture sequence optimization
- Ad creative and messaging experiments
- Product feature adoption and UX tests
We run it, you own the learning
Mxdify embeds alongside your team to design, run, and analyze experiments — then transfers the system, documentation, and institutional knowledge so your team can sustain the cadence independently. EaaS is designed to make itself unnecessary over time.
Stop guessing. Start proving.
Let's build an experimentation system that compounds results every cycle.