Segment Definitions
Illustrative, for a fictional land trust called Sable Point Conservancy. FY2025 annual appeal, 8,400 records, one ask string of $100 / $50 / $25 on every reply slip. Cost per piece $1.18, which is print, personalisation, slip, business reply envelope, mail house handling and postage. Every column is a sum over the same file and the bottom row is what the board was shown.
| Segment | Pieces | Cost | Gifts | Rate | Revenue | Avg | Net | Cost per $ |
|---|---|---|---|---|---|---|---|---|
| Gave in each of the last three years | 612 | $722 | 207 | 33.82% | $45,950 | $222 | +$45,228 | 0.016 |
| Gave in each of the last two years | 448 | $529 | 94 | 20.98% | $13,025 | $139 | +$12,496 | 0.041 |
| First gift last year, nothing before | 1,105 | $1,304 | 196 | 17.74% | $13,250 | $68 | +$11,946 | 0.098 |
| Lapsed one year | 934 | $1,102 | 66 | 7.07% | $6,400 | $97 | +$5,298 | 0.172 |
| Lapsed two years | 806 | $951 | 32 | 3.97% | $3,200 | $100 | +$2,249 | 0.297 |
| Lapsed three or more years | 1,690 | $1,994 | 20 | 1.18% | $1,550 | $78 | -$444 | 1.287 |
| Never given | 2,805 | $3,310 | 21 | 0.75% | $1,050 | $50 | -$2,260 | 3.152 |
| Whole file, as reported | 8,400 | $9,912 | 636 | 7.57% | $84,425 | $132.74 | +$74,513 | 0.117 |
The 612-record segment at the top is 7.3% of the volume and 54.4% of the revenue. The two negative segments are 4,495 pieces, which is 53.5% of the mailing, and they netted minus $2,704 between them. A cost per dollar raised of 0.117 is under one, so the appeal reads as profitable and is, across half its volume, not. The useful move is not suppression, it is division: the long-lapsed segment produced 20 donors for a $444 loss, so reactivation cost $22.21 each, while the never-given segment produced 21 for $2,260, so acquisition cost $107.61 each against a $50 first gift. Same sign, same line in the report, 4.8 times the price, and only one of them is obviously worth paying.