Experimentation and Testing Programs acknowledge that the future is uncertain. These programs focus on getting better data to product and marketing teams to make better decisions.
We believe that research is an integral part of experimentation. Our research projects aim to identify optimization opportunities by uncovering what really matters to your website users and customers.
90% of the analytics setups we’ve seen are critically flawed. Our data analytics audit services give you the confidence to make better decisions with data you can trust.
Is our program built to produce impact?
Maturity audit and tooling and capability audit, from a growth engineering perspective.
Coming soonHow do we run the program?
XOS rituals and artifacts, pillar by pillar. Download and run them.
What do we run it on?
30+ vendors compared: capabilities, market position, agentic readiness.
What should we investigate?
Problem-first research recipes: sequenced methods whose evidence corroborates.
How do we act on what we learn, per segment?
Turning research and test learnings into targeted experiences.
Coming soonWhat did this produce for real clients?
Illustrated client stories: problem, solution, outcome.
Coming soonThe AI Wizard in Convert's visual editor suggests headlines, supporting text and variant copy or design (beta). Smart Traffic Allocation uses multi-armed bandits to shift traffic. Dynamic Triggers and BYOID (bring your own ID) keep bucketing stable.
A self-hostable MCP server lets AI assistants create and update experiences programmatically, pitched as A/B testing without a UI. Convert's own blog uses Claude Code as the example.
The AI features are built privacy-first: the Editor Wizard was trained on synthetic and de-identified data. Servers are hosted in Frankfurt, Germany for EU data residency.