Not-for-profit organisations have long faced the challenge of balancing their budgets while simultaneously seeking to retain existing donors and recruit new ones. In principle, existing donors can be targeted using data from their previous donations. However, for new donors, this data is not available or may be difficult to obtain from secondary sources. What should not-for-profit organisations do? We suggest 2 alternatives.