The 30 Percent Gap: What Kellogg Research Says

March 2026 · 11 min read

In the 1980s, Andris Zoltners and Prabhakant Sinha at Northwestern University began studying sales force effectiveness. Over three decades, they have examined 4800 sales territories across 500 companies. The finding that emerged is stubborn and specific. Companies that design territories well achieve 30 percent higher sales force productivity than companies that do not. This is not correlation. This is the documented pattern across thousands of implementations. What the Data Shows Territory balance is measurable. It correlates precisely to quota attainment. The companies in the bottom quartile for territory balance hit quota 58 percent of the time. Companies in the top quartile hit quota 89 percent of the time. [Professional data visualization] This is not noise. A 31 percentage point spread in quota attainment is the difference between a functioning sales organization and one under continuous stress. The companies achieving the 89 percent rate are not spending more on compensation. They are not hiring different reps. They are allocating territories differently. The Revenue Improvement Potential Zoltners and Sinha also documented the improvement potential when a company restructures territories. Conservative redesigns produce 2 to 3 percent revenue improvement. Comprehensive optimization produces 4 to 5 percent. Maximum potential with aggressive rebalancing reaches 7 percent. [Professional data visualization] The spread reflects the starting condition. A company with highly imbalanced territories entering a comprehensive redesign can see 6 to 7 percent improvement. A company with moderately balanced territories can see 2 to 3 percent. In both cases, the improvement is real revenue, not reallocation of existing revenue across the team. Why This Persists If 55 percent of sales territories are out of balance according to Kellogg research, why do most companies not address it. The answer is organizational. Territory design requires sustained attention from someone with authority. It requires data. Most critically, it requires a decision that territory boundaries matter more than individual rep preservation. When a rep has owned an account for five years, removing that account feels like punishment. Restructuring territories is experienced as disruption by the sales force. This friction is real. It is also surmountable with proper communication and, in cases where performance is genuinely improving as a result of balance, self evidence.

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