Most email decisions get made on opinion - which subject line sounds better, which layout looks nicer. We run structured A/B tests on real send volume so every decision about your email program is backed by statistically significant data.
Opinion-based email decisions plateau fast. Data-based ones compound.
Picking a subject line because it sounds good, or a send time because it is convenient, means your email program is running on guesswork. Without structured testing, you never actually learn what your specific audience responds to.
We run continuous A/B and multivariate tests across subject lines, send times, layouts, and offers, waiting for statistical significance before declaring a winner and rolling it out permanently.
These patterns show up when every email decision is based on opinion instead of data.
Open and click rates have not moved in months.
Every subject line and layout choice is a first-draft guess.
Winners declared on small sample sizes that are not statistically valid.
Past test results are not tracked, so the same ideas get retested by accident.
Layout, offer, and send-time variables are never tested at all.
Tests run on the whole list instead of accounting for segment differences.
Every variable that affects performance, tested systematically and documented.
Multiple variants tested per send to find what earns the open.
Optimal send windows and cadence tested per segment, not assumed for the whole list.
Single-column versus multi-column, image-heavy versus text-heavy layouts tested against real engagement.
Button copy, color, and placement tested for click-through impact.
Discount depth, free shipping thresholds, and bundle offers tested against margin impact.
Email count and spacing within automated flows tested for conversion impact.
Tests planned with the sample size needed to reach real statistical confidence.
Every test result documented so learnings compound instead of getting forgotten.
A rigorous process so results are trustworthy, not just directionally interesting.
Every test starts with a stated hypothesis, not a random variation.
Tests run until a defined confidence level is reached before declaring a winner.
Tests account for segment differences instead of averaging across the whole list.
One variable changed per test so results are attributable to a clear cause.
Upcoming and completed tests tracked in a prioritized, running log.
Most email testing programs run a few subject line tests and stop. We build a continuous system.
No winner declared without reaching real significance.
Beyond subject lines - layout, offer, timing, and flow sequencing all tested.
A running test log means insights compound instead of resetting.
What wins for one segment does not get blindly applied to all.
Testing runs as an ongoing program, not a single project.
A structured process that turns testing into a repeatable optimization engine.
We establish current benchmarks across opens, clicks, and conversions.
Each test starts with a specific, measurable hypothesis worth validating.
Sample size and duration are calculated to reach real statistical confidence.
The test runs live with one isolated variable per test.
Results are analyzed for statistical significance before any rollout decision.
Winning variants are rolled out permanently and logged for future reference.
Get a free testing plan and see exactly which variables in your email program are worth testing first.