How soliciting from a cultivation personality to a list they are not cultivating impacted donor conversion rate during a matching gift campaign Experiment ID: #22985
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
The Heritage Foundation’s Director of Membership has been cultivating a portion of the email house file for 9-months now, never having ever solicited the list directly. During this campaign, we wanted to see how the list he was cultivating would respond when he solicited. Furthermore, we also wanted to experiment with how using him as a solicitor would work for the portion of the list he was not cultivating, as well.
Will soliciting from the portion of the list not being actively cultivated by the cultivation-only personality increase donor conversion rate?
|Treatment Name||Conv. Rate||Relative Difference||Confidence|
|C:||Sender: Heritage President||0.25%|
|T1:||Sender: Director of Memberhsip||0.33%||30.5%||100.0%|
This experiment has a required sample size of 33,745 in order to be valid. Since the experiment had a total sample size of 558,278, and the level of confidence is above 95% the experiment results are valid.
Flux Metrics Affected
The Flux Metrics analyze the three primary metrics that affect revenue (traffic, conversion rate, and average gift). This experiment produced the following results:
0% increase in traffic
× 30.5% increase in conversion rate
× 0% increase in average gift
With a 99.9% level of confidence, we observed a +30.5% increase in donor conversion rate when using this personality (who had never solicited the audience before) as a solicitor for the list he was not actively cultivating.
We also observed a validated lift in revenue of +25.3% (LoC: 93.4%), as well.
Conclusion: Using a person who has never solicited an audience before within a campaign seems to show an increase in donor conversion rate, considering we also observed a +41% increase in donor conversion rate (99.9% LoC) for this solicitor when asking his cultivation list to give during the campaign, as well.
In other words, if you have a personality, in a ranking position that has never solicited an audience before, it may make sense to experiment with them as a sender within a campaign, as shown here.