ICP fit scoring: how to stop reps wasting time on the wrong accounts
ICP fit scoring is how you decide which accounts are worth your team's time. A useful score looks at more than firmographics. It weighs product fit, solution fit, and proof from past wins, and it stays current as accounts change.
Fit is not just size and industry
Many teams score fit on headcount and sector alone. That is a start, but it misses the question that matters, which is whether this account has the problem you solve and the proof that you have solved it for someone like them.
Three layers of fit
- Product fit, whether your product suits how they work
- Solution fit, whether they have the problem you fix
- Proof, whether you have won similar accounts before
An account that clears all three is worth real effort. One that clears only the first is worth a second look, not a full push.
Make the score explainable
A number on its own does not help a rep. A score that comes with the reason, like a clear match to a past win, tells the rep how to open the conversation.
Decide what to do with the rejects
Just as useful as the yes list is the no list, with the reason. Wrong size, no need, no budget. That keeps reps from chasing accounts that were never going to buy.
Keep it living
Fit changes as companies grow and shift. A score built once and forgotten goes stale. The graph keeps it current, so the list reflects the market today.
Common questions
Fewer than feels comfortable. A tight list that reps can actually work beats a long one they ignore.
The layers stay the same, but the weight can shift by segment. A small team and an enterprise are not judged identically.
Your closed won deals. The patterns behind them are the strongest fit signal you have.
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