Garcia example:

The pros agree. This person has already made a major gift elsewhere to another cancer organization; the competition got to them before you did. People usually give close to the heart. Unless you could prove that your prospect was capable of multiple $1 million pledges, another big cancer gift is unlikely. Of course, if your board member contradicts the hard data, then listen to your board member because the best research comes from personal relationships.