If you’ve used a legacy donor research tool (or anything similar), you’ve seen it: every donor has a number between 1 and 100, a grade from A to F, or some proprietary “capacity score.” It looks definitive, but rarely tells you anything you can act on.

The problem isn’t really the data itself. It’s that in fundraising, a letter grade or a score with no explanation is useless. You can’t put it in front of a gift officer or a principal, you can’t defend it in a meeting, and you can’t build a relationship on it.

Why Legacy Tools Use Scores

Legacy prospect research tools often fall back on scores or grades because the underlying data they rely on is hard to gather, hard to match to individuals, and often purchased from third parties. A single letter or number is a convenient shortcut. It’s defensible, too — an “83” can’t ever be proven wrong in the same way a hard number can.

But that convenience comes at a cost:

• Hidden assumptions. You’ll never know if that “A” comes from a real estate estimate, a board seat, or a campaign gift 10 years ago.
• False precision. A score of 83 vs. 76 suggests exactness that doesn’t exist.
• Broken trust. Fundraisers tune out outputs they can’t defend to colleagues, donors, or board members.

Our Alternative

At DonorAtlas, we believe fundraising is too important to be reduced to a grade. That’s why we’ve taken a harder, but more useful, path:

• Real numbers, not scores. If someone made a public donation, we show you the gift and the context. If they sit on a board, we link to the 990 filing. You decide what matters.
• Citations, not guesses. Every signal is explained with a source so you can see where it came from.
• Ranges, not false precision. A data point as uncertain as net worth should be expressed as a range with reasoning attached — not a single grade with no explanation.

Smart fundraisers don’t need black boxes; they need confidence. That comes from transparency and evidence, not magic numbers. DonorAtlas is built to make that confidence possible, so you can focus less on deciphering scores and more on building real relationships.

Fundraising isn’t a test. And your donors deserve more than a letter grade.