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Loss framing on a basket reminder

Hypothesis

Framing the reminder around what is about to be lost — a reserved item — will outperform a neutral reminder that the basket exists.

ABANDONED BASKET EMAIL

Effect
+0.4%
95% CI
-1.9% … +2.7%
Sample
22,100
Duration
21 days
Confidence
high

This is the kind of test that gets reported as a win when nobody writes down the confidence interval.

The point estimate was positive. The interval comfortably contains zero, at a sample size well past what the test was powered for. The honest reading is that loss framing did nothing here, and a fourteen-day extension did not rescue it.

Worth recording precisely because it is the sort of result teams quietly drop. The next time someone proposes loss framing on a reminder for this client, this entry is what they will find.


Published August 2, 2026. Anonymized. Sector and surface are retained; the client is not.