You Told Your GM to Kill the Unprofitable Long Tail. You Also Pay Him on Total Revenue. Guess What Didn’t Happen.
You told the GM in the January strategy offsite. You told him again in the Q1 review. You told him a third time in April when you pointed at a 2,400-SKU portfolio that had accumulated like sediment over 11 years. Kill the long tail. Focus on the top 20%. Rationalize the complexity. He nodded every time. Twelve months later, the portfolio has 2,430 SKUs because he added thirty new ones to chase the top line. His bonus cleared at 118% of target. His gross margin dropped 90 basis points. His inventory days climbed 14%. You got exactly what you paid for. You paid for revenue growth. He delivered revenue growth. What you said you wanted, and what you compensated, were two different outcomes, and the compensation won. The compensation always wins.
Compensation design determines organizational behavior with more reliability than any strategic directive, cultural initiative, or leadership communication. When the stated strategy and the compensation plan diverge, the compensation plan governs. Executives who attempt to drive portfolio rationalization through exhortation while paying their GMs on total revenue are designing the outcome they claim they are trying to prevent.
The Fusion: Strategic Tool Meets HR Spreadsheet
The 80/20 Matrix is a strategic weapon. It identifies the 4% of customer-product combinations generating 64% of the value. It is supposed to drive portfolio rationalization, capacity reallocation, and discipline around which business to grow and which business to exit. In most organizations, the Matrix gets built once by a corporate strategy team, presented in a two-hour board session, printed on a poster in the CEO’s office, and systematically ignored by the operating units because the operating units are compensated on metrics that reward doing the opposite of what the Matrix says to do.
Compensation design is usually treated as an HR function. It gets redesigned every three years by a compensation committee, benchmarked against peer-group surveys, and optimized for defensibility rather than strategic effect. The compensation consultants who run this process have a professional interest in keeping the plans similar across the peer group, because benchmark-aligned plans are easier to defend to boards and shareholders. Strategic differentiation is not their goal. Defensibility is their goal.
Welded together, the 80/20 Matrix and compensation design stop being parallel exercises and become the single highest-leverage strategic lever available to any operating leader. The Matrix identifies what the business should do. The compensation plan determines what the business actually does. Align the two, and portfolio rationalization executes itself over 18 months with no additional leadership energy required. Leave them misaligned, and every quarter of strategic exhortation gets overwritten by the next monthly commission check.
The comfortable delusion is that your GMs will “do the right thing” because they understand the strategy and agree with it in principle. They will not. They will do the right thing when the compensation plan makes it the economically rational decision. Until then, they will do what they are paid to do, which is exactly what you should want them to do, because it means the plan is working. The question is only whether the plan is pointed at the outcome you want.
The Comp Redesign That Rationalized a Portfolio Without a Single Memo
Industrial distribution division, roughly $200 million in revenue, 2,400 active SKUs, 11 years of accumulated portfolio bloat. The prior CEO had tried three consecutive years of SKU rationalization initiatives. Each one was announced with a memo. Each one produced a six-week project. Each one ended with a net addition of SKUs rather than a reduction. Why: the GM’s bonus plan, designed by the prior HR team and approved by the compensation committee, paid 70% on EBITDA attainment and 30% on revenue growth. The revenue growth component had no quality filter. A new SKU that added $100K of revenue at 8% gross margin moved his bonus needle in the right direction, even though it destroyed enterprise value on a fully-loaded basis. He did what the plan paid him to do.
I ran the 80/20 decomposition in Week 3. Findings were predictable and severe. Top 4% of SKUs generated 61% of gross profit. Bottom 60% of SKUs, in aggregate, generated less than 4% of gross profit and consumed 38% of working capital through inventory carrying cost, plus roughly 45% of operational complexity as measured by setup hours, inventory sku-count in the warehouse, and order-line count in the ERP. The long tail was not a marginal drag. It was a meaningful fraction of the cost structure, hiding behind a compensation plan that made its continued existence economically rational for the person running the business.
The comp redesign took four weeks. I replaced the 70/30 EBITDA/revenue-growth weighting with a three-component plan: 50% on EBITDA attainment, 30% on Profit Concentration (defined as the percentage of gross profit coming from the top 20% of SKUs), and 20% on Working Capital Efficiency. The Profit Concentration metric had a baseline of 68% and a target of 82% over three years. Each percentage point above baseline moved the bonus component by 3.3%. The math was designed so that a GM optimizing for the new plan would rationally kill the bottom-tier SKUs, reallocate operational capacity to the top-tier SKUs, and let working capital intensity improve as a natural byproduct of portfolio concentration.
No memo was issued. No SKU rationalization project was announced. No cultural initiative was launched. The new plan took effect at the start of the next fiscal year. By Month 6, the GM’s own team had proposed the discontinuation of 340 SKUs. By Month 12, the count was 620. By Month 18, the active SKU count had dropped from 2,400 to 1,510, Profit Concentration had climbed from 68% to 79%, gross margin had expanded 340 basis points, and inventory days had improved by 19. The GM hit his bonus at 112% of target in Year 1 and 124% in Year 2, which was exactly the outcome intended. The plan paid him to execute the strategy. He executed the strategy.
The three prior CEOs who had tried to drive the same rationalization through memos, strategic plans, and monthly review pressure had all produced negative results. The redesigned plan, with no additional leadership energy, produced roughly $14 million of annualized margin improvement and unlocked approximately $8 million of working capital. The delta between the two approaches was not about execution discipline. It was about whether the compensation plan and the strategy pointed at the same outcome.
The most reliable predictor of whether an organization will execute its stated strategy is the degree of alignment between the strategic priorities and the executive compensation plan. In cases of misalignment, strategic exhortation produces temporary compliance that reverts within two quarters. In cases of alignment, the strategy executes with minimal additional leadership intervention, because the economic incentives carry the outcome.
The Playbook
Move 1: The Profit Concentration Metric
Define Profit Concentration as the percentage of gross profit (or contribution margin, depending on business model) generated by the top 20% of customer-product combinations. Measure it monthly. Baseline it against the current state of the business. Set a three-year trajectory that compresses the long tail and expands the share of profit coming from the top 4%, per the 80/20 Squared framework.
The metric is simple to calculate, simple to track, and produces immediate behavioral alignment. A GM whose bonus is partially weighted on Profit Concentration has every economic reason to kill unprofitable SKUs, rationalize marginal customers, and reallocate operational capacity to the top tier. A GM whose bonus ignores this metric has every economic reason to do the opposite, because adding revenue at any margin usually improves the metrics they are actually compensated on.
Move 2: The Comp Plan Redesign
Rebuild the bonus structure with three components, weighted to produce the strategic outcome you actually want. A defensible starting point for most industrial or distribution businesses: 50% on EBITDA attainment (to preserve the core discipline), 30% on Profit Concentration (to drive portfolio rationalization), and 20% on Working Capital Efficiency (to prevent revenue chasing that traps balance sheet). The exact weights should be calibrated to the specific strategic priorities of the business. The principle is that no more than 50% of bonus weight should flow to metrics that a GM can improve by adding complexity, and at least 30% should flow to metrics that require the GM to reduce complexity.
The HR function will resist this redesign. The standard objections: benchmark alignment, year-over-year continuity, peer-group comparability. Those objections are legitimate in the sense that compensation committees need to defend plans to boards and shareholders. They are illegitimate in the sense that they argue for plan continuity over strategic effectiveness. A defensible comp plan that produces the wrong outcome is worse than an unconventional comp plan that produces the right outcome.
Move 3: The Transition Protocol
GM revolt is a real risk in a comp redesign, especially when the new plan reduces the optionality the old plan provided. Manage the transition with three elements. First: a six-month notice period, so the GM can plan. Second: a one-year floor on base compensation and target bonus, so the transition is not perceived as a stealth pay cut. Third: a set of one-time incentives tied to the first six months of execution under the new plan, so the GM has a reason to engage with the new metrics rather than resist them.
The transition period is when the GM is most likely to leave, because the new plan makes their job materially harder. Some GMs will leave. That is acceptable, and sometimes desirable — the ones who leave are often the ones least suited to execute the new strategy. The ones who stay are the ones who have decided to engage with the new economics, and those are the ones who will deliver the 18-month result.
Move 4: The 90-Day Question
If I paid you only on Profit Concentration, what would you do differently Monday morning? Ask your GM in a private meeting. The answer is the rationalization plan you have been trying to get the organization to produce for three years. It has existed in the GM’s head the whole time. The compensation plan has been preventing it from surfacing. Change the compensation plan, and the rationalization plan will surface within 30 days, because the GM will write it themselves to optimize their own economics.
Monday Morning
Pull your current GM bonus plans. For each one, calculate what percentage of the bonus is weighted toward metrics that reward complexity and what percentage is weighted toward metrics that reward concentration. If the ratio is worse than 60/40 in favor of complexity, your plans are designed to prevent the rationalization you claim you want. Redesign before the next fiscal year. The strategic memos are not the lever. The commission check is the lever.
For the Profit Concentration metric definition and the comp plan redesign templates, visit toddhagopian.com/freetools. The full 80/20 Matrix methodology is in The Stagnation Assassin at toddhagopian.com/book. Operator conversations on compensation design, GM accountability structures, and the economics of portfolio rationalization are at The Stagnation Assassin Show: toddhagopian.com/podcast.
Your GM is in your calendar next week. He will nod when you talk about rationalizing the portfolio. His bonus plan will overwrite the conversation by the end of the quarter. The question is whether you will redesign the plan before or after the next year of strategic memos produces no result.