How asking lapsed donors to be one of a few donors to give a specific amount impacted donor conversion rate during a matching gift campaign Experiment ID: #22982
The Heritage Foundation
Founded in 1973, The Heritage Foundation is a research and educational institution—a think tank—whose mission is to formulate and promote conservative public policies based on the principles of free enterprise, limited government, individual freedom, traditional American values, and a strong national defense.
Ended On: 8/4/2020
As a part of The Heritage Foundation’s matching gift campaign (called “The Board Challenge”), we wanted to experiment with the ask amount and approach. Typically, the organization has used “make your best gift today” kind of language within their control copy.
In an attempt to set a smaller, more reasonable target, we wanted to experiment with driving lapsed donors to be “one of just X donors we need today to make a gift of Y.”
The idea behind this is to (a) set a relevant ask amount for the donors, but also (b) allow them to see that they can help achieve a “small quantity” goal at that amount, as well.
How does communicating a specific quantity of donors we’re asking to make a gift relevant to the lapsed donor impact donor conversion or revenue?
|Treatment Name||Conv. Rate||Relative Difference||Confidence|
|T1:||"One of a few"||0.24%||10.8%||58.9%|
This experiment has a required sample size of 321,418 in order to be valid. Unfortunately, the required sample size was not met and a level of confidence above 95% was not met so the experiment results are not valid.
We did not validate an increase, we did see we did observe a +10.8% increase in lapsed donor conversion rate — albeit at only a 58% level of confidence.
Further, the revenue was relatively flat between the two segments (only showing a +7.2% increase, with a level of confidence of 60.9%). It was promising, however, that we also observed that 29% of the people in the treatment segment decided to give more than the amount that was asked for, while another 41% gave the exact amount that was asked of them.
Conclusion: Perhaps further experimentation with the ask amounts is advisable for lapsed donors, but this directionally showed a lift in revenue.