Ask most ISVs how the channel is doing and you will hear a partner count. We signed 40 partners this year, up from 12.
It is the easiest number to produce and the easiest to move, which is exactly why it gets reported. Signing a partner costs a phone call and a countersigned agreement. It tells you almost nothing about whether anyone is going to sell anything.
The metrics below are the ones I have found actually predict where a program lands.
Activation rate
Of the partners you have signed, what percentage have closed at least one deal in the last twelve months?
This is the single most clarifying number in a young program. It is also the one that makes people uncomfortable, because in a program built on recruiting volume, it is usually somewhere between 10 and 25 percent.
Track it as a rolling twelve month window, not lifetime. A partner who sold twice in 2024 and nothing since is not active, and counting them as one hides the trend you need to see.
A healthy mid-market ERP ISV program runs 30 to 50 percent active. Above that and you are probably being selective in recruiting, which is good. Below 20 and recruiting more partners will not help, because whatever is preventing activation will apply to the new ones too.
Time to first deal
From signed agreement to first closed opportunity, in days.
This one tells you whether your onboarding works. If your median is 60 to 90 days, partners are getting productive while they still remember why they signed. If it is 200 days, most of them are cooling off before they ever get there, and the ones who close are the ones who were going to close regardless of what you did.
Watch the shape, not just the median. A cluster at 45 days and another at 300 usually means you have two kinds of partners: ones with a deal already in hand when they signed, and ones who signed speculatively. Those need different onboarding, and averaging them together hides both.
Partner-sourced versus partner-influenced
Sourced means the partner brought the opportunity. You did not know the account existed.
Influenced means the deal was in your pipeline and a partner materially helped it close: the introduction to the CFO, the credibility on the platform, the implementation commitment that made the customer comfortable.
Both are real. They mean different things and should never be added together into one channel revenue figure, which is the most common way these numbers get misused.
Sourced revenue tells you whether the channel is a demand generation engine. Influenced revenue tells you whether partners are helping you win what you already found. A program can be excellent at the second and useless at the first, and if your reason for building a channel was pipeline, that is a program failing at its actual job while the combined number looks great.
Define influence tightly and require the rep to name the partner and what they did. Loose definitions turn influenced revenue into a category that eventually includes every deal, at which point it means nothing.
Concentration
What share of channel revenue comes from your top three partners?
Everyone knows their channel is concentrated. Few people put the number on a slide, and the number is usually startling. Seventy percent from two partners is common in year two.
Concentration is not automatically a problem. Early on it is the normal shape, because a couple of partners figured you out first. It becomes a problem when it is stable for three years, because it means your program is not reproducible. You did not build a channel, you built two good relationships, and those relationships have key people in them who will eventually change jobs.
The test I like: if your single largest partner went away tomorrow, what percentage of channel revenue is gone. If the answer is more than a third, that is your most pressing risk and it is worth more attention than the next recruiting push.
Deal registration volume
Registrations per month, and the approval rate.
Registration volume is a leading indicator that shows up months before revenue does, which makes it the most useful early number you have. A rise in registrations means partners are working, whatever the closed business says this quarter.
The approval rate matters too. If you are rejecting a lot of registrations, you have either a conflict problem or a communication problem, and either one is teaching your partners that registering is a waste of time. Once they stop registering, you lose visibility into your own channel pipeline and you will not know why the number went quiet.
What I do not bother with
Portal logins and training completions. Sounds like engagement, measures compliance. A partner can complete every course and never sell, and your best partner may never log in because they call you directly.
Pipeline dollars without stage discipline. Partner-reported pipeline is optimistic in a way direct pipeline is not, because there is no forecast accountability behind it. Take it as a signal of activity, not as a number you can plan on.
Partner satisfaction surveys, in a small program. With 30 partners you already know how they feel, and the ones with a real complaint will tell you unprompted. Survey instruments start earning their keep somewhere past a hundred partners.
The reporting cadence that works
Monthly: registrations, active partner count, time to first deal for anyone who just closed one.
Quarterly: activation rate, sourced and influenced revenue separately, concentration.
Annually, and this is the one people skip: a look at partners who went from active to inactive, with a reason for each. That list is the most honest feedback about your program you will ever get, and unlike a survey, it costs nothing to compile.
Six months of this will tell you whether you have a recruiting problem, an enablement problem, or a product problem wearing a channel costume. All three look identical when the only number on the slide is how many partners signed.