Evidence over ego.

Where we come from

BamLoops was built by practitioners who spent years running CRO and experimentation programs inside DTC brands — including the work you can read in our case studies: a structured A/B program that lifted SodaStream's subscription conversion by close to 30%, a checkout optimization that added 20% at the money step, and the AI agent platform that turned Lumen's page production from a weeks-long bottleneck into an on-demand capability.

The pattern across all of it: results came from method, not inspiration. Evidence-ranked hypotheses. Pre-registered metrics. Guardrails. Learnings that compound. So we encoded that method into agents that run it continuously — and never get bored, never skip the checklist, and never fall in love with their own redesign.

What we believe

• Every claim needs evidence. Findings are priced in recoverable revenue and traced to data — never "best practices say."
• Tests are called by rules, not vibes. Pre-registered metrics and decision thresholds, set before launch. No peeking, no moved goalposts.
• Personalization must be measured. Every tailored experience runs against a holdout. Lift that can't be measured doesn't count.
• No two brands get the same playbook. The agents model each brand's funnel, margins, catalog and traffic — and adapt to it.
• Honesty is a feature. If your traffic can't support A/B testing, we say so. If the audit finds nothing worth its fee, we refund it.

How we work

The platform's four agents — Scout, Experiment, Segment and Insight — do the continuous work: auditing, testing, personalizing, learning. Human strategists supervise every program and review every audit; you approve everything customer-facing. The division of labor is deliberate: machines for vigilance and scale, humans for judgment.

We run our own company on the same engine that powers the platform — the audits, the reports, even this website's optimization. You can open a real sample audit and judge the work before you ever talk to us.