Getting the Most Out Of Your Newly-designed Program
As a manager or administrator of the sales compensation program, what should you care about? What measures characterize a well-functioning sales incentive plan? You’re in an excellent position to assess how well the plan is working.
Getting Started
Can you imagine a car without instrumentation? Your only indicator of success would be a safe, timely arrival at your intended destination. The scenario is analogous to a sales compensation plan where payments issued are the only measure of success. Like cars, complex incentive programs need regular monitoring and maintenance, less something unexpected goes wrong and costs dearly to fix.
Most managers of incentive compensation accept that ongoing measurement of the plan’s performance is good business practice. The problem lies in execution. What should be measured? How do we get the data? What do we do with the information?
Start by focusing on a few fundamental measures. Your car, for example, is a sophisticated piece of engineering. There are plenty of things that can go wrong. Yet most drivers focus on the speedometer, fuel gauge, service-engine light and thermostat. For each of these devices there are standards that indicategood operation and potential problems. Without these standards, the underlying information is of little value.
For your sales compensation program, we suggest four key measures and corresponding standards you monitor to ensure your plan operates properly:
- Pay Distribution
- Performance Distribution
- Return on Compensation Investment
- Sales Time Allocation
Pay Distribution
Most companies track what they pay their salespeople and standards for responsible pay. Often missing is measurement of an effective pay distribution for specific classes of salespeople.
The measure starts with acceptable ranges of pay around a midpoint or median amount. Ideally your standard comes from a published compensation survey that covers the specific jobs in your sales organization. Compensation managers often fret over the “right” survey, while sales managers usually discount any survey referenced for their team. The most important thing is to find a survey(s) that your stakeholders agree represent your industry, and then use the information. You want the midpoint (50th), 25th and 75th percentile pay amounts for eachjob. These amounts include base salary, incentive target, incentive actual, target total cash (a.k.a., on-target earnings) and actual total cash.

Pay Distribution Sample
Each quarter you want to measure the degree your pay distribution represents a normal distribution around your standard range. A compressed curve, where your 25th and 75th percentile actual incentive pay is well inside of your standard range, suggests lack of meaningful pay differentiation across your job group. A bi-modal curve, where distributions concentrate around the 35th and 65th percentiles, may reflect underlying causes such as poor goal setting or territory alignment and result in a very expensive outcome, especially when the plan uses accelerated pay rates for above-goal performers.
Performance Distribution
Similar to pay, we suggest analysis of acceptable ranges of performance. Managers fret here, too, over the right standards of performance distribution, which can be measured on a both absolute and relative basis. Don’t sweat the details. With anything close to a normal distribution across a large population of like jobs, your plan would appear to be working well relative to a performance standard. Obviously a normal distribution that is set left or right of your standard calls into question goal reasonableness, as does bi-modal or skewed (biased to the right or left of median) distributions.

Performance Distribution Sample
If your plan has multiple performance components, your options are to measure each component separately, or calculate weighted average performance using an attainment rate from each component. Either way, the more components in your plan, the less clear and consistent the company’s determination of “good” salesperson performance. It’s a reminder to keep the plan simple.
Return on Compensation Investment (ROCI)
On our sales compensation dashboard, ROCI is like the check engine light on your car. It lights up when something is amiss, and you or a trained expert must then dig a little to find out why. I once paid $130 for a mechanic to diagnose what turned out to be a loose gas cap. The ROIC measure is often not a practical means for measuring the health of your sales comp plan, but we argue it’s necessary in some form.
At the heart of this measure is an answer to the question of, “what performance (return) should we expect for the amount of compensation (investment) we spend?” Industry standards range from useful to irrelevant, depending on your business and the operational diversity of your peer group. If the standard isn’t already well known to you, it’s probably difficult to obtain. That said, published surveys with ranges of acceptable ratios for pay-to-production by job type are available for some industries. If the published survey doesn’t cover your industry or jobs, you can initiate a custom survey using a third-party to maintain participant-data confidentiality.
The majority of companies we encounter use an internal standard of ROIC based on external or market-driven standards of target pay amounts and the company’s revenue or gross-margin goals. Logic being, if the company pays competitively and hits its financial objectives, then it is “safe” — for now (i.e., the check engine light isn’t illuminated).
What if the plan uses multiple performance components? Or it includes supplementary components, like those for short-term promotional campaigns (a.k.a. “spiffs”)? Another complexity arises when performance uses measures other than financial units, making comparisons of pay-to-performance rations across multiple measures meaningless. In either case, managers can track what they pay for each component, and assess whether the spend is worth the result. The more components, the more likely one or two components will be ineffective– i.e., not producing compensation. Administratively, the company spends money supporting a plan component that isn’t producing fruit. And from the salesperson’s perspective, the opportunity isn’t worth their time.
Sales Time Allocation
“Whoa,” you say. “I manage the sales comp plan, not the salespeople.” Fair enough. But the reason you love sales comp is because of its implications for the company’s profitable growth.
In most of the companies we work with, sales time allocation across the fundamental categories of “selling” serve as a barometer for the health of your sales comp program. Sales growth comes from your salespeople convincing current or new customers to buy more. Time elsewhere distracts from this simple mission, as does time spent on the wrong customer segment.

- Time Allocation Sample
In a complex selling environment, each sales job should have a standard for time allocation across current and prospective customers, as well as non-sales activities. You can measure actual performance by categorizing your sales opportunities as being either part of existing business, new business from existing customers, or from new customers. Track sales activity accordingly through your CRM system. More provocative is requiring salespeople to track their non-sales time. Yet this apparent intrusion from big brother is actually an effective mechanism for helping your salespeople be more productive by helping to minimize administrative activities.
Devilish Details
Of course, you can’t rely exclusively on these four measures to ensure the health of your sales compensation program. Once you have nailed the basics, you should explore upgrades to your dashboard to include other dimensions, such as administrative expense per payee, or number disputes per incentive dollar.
The time should be now to start measuring your sales compensation plan effectiveness. Come third quarter, questions will surface around what’s working and what’s not. Armed with output from your four plan-effectiveness measures, you’ll have definitive answers.
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