Hiring the top biller as your next sales leader feels like the lowest-risk move an owner can make. The numbers are right there. The person is proven. Nobody gets second-guessed for promoting the best rep.
Here is the hidden cost. The one credential everybody trusts, a big personal sales record, is close to useless as a predictor of leadership success. The sales leadership competencies that actually move a team are a different set of skills entirely, and most of them never show up in a quota report. If you hire against the record instead of against the competencies, you are not reducing risk. You are hiding it.
I include myself in the group that has leaned on the easy proxy. A strong number is comforting. It lets you skip the hard question of whether this person can lead. But comfort is not evidence, and the research on this is not kind to the proxy.
The fix is a scorecard: name the sales leadership competencies that predict success, weight them, and score every finalist against them. That discipline is the spine of any serious sales leader selection, and of our Final Candidate Review.
Why is a personal sales record a weak predictor of leadership success?
Because the two jobs barely overlap. Benson, Li and Shue (2019) looked at roughly two hundred firms and found that sales performance strongly predicts who gets promoted to management, yet is negatively related to performance once they are managing. The better the individual numbers, the worse the average manager. Your instinct to promote the top biller is exactly the instinct the data warns against.
A rep wins by doing the selling. A leader wins by designing the conditions under which other people sell: the territories, the comp plan, the forecast, the coaching, the hiring and the exits. None of that is tested by carrying a bag. So a brilliant quota record is evidence of one competency, personal selling, and silence on the five that run the team.
What are the sales leadership competencies that actually matter?
Five competencies predict whether a sales leader will build something or just occupy the chair. Put each on the scorecard.
Coaching and development. Can they make a middling rep better, repeatably? This is the multiplier. A leader who lifts eight reps by 10 percent each dwarfs their own old personal number. Score it with a live exercise, not a claim.
Talent decisions. Who they hire, who they promote, and how fast they act on a rep who is not going to make it. Weak talent decisions are the slowest, most expensive failure, because the cost compounds quietly. The true price of getting this wrong is laid out in the cost of a bad sales hire.
Forecasting discipline. Can they build a number you can plan the business around, and did they hit it? This is the competency owners feel first when it is missing. A leader who cannot forecast cannot be trusted with headcount, inventory or cash.
Comp and territory design. The plan and the map are the two biggest levers a leader actually controls. A good one aligns reps with company goals. A bad one quietly pays people to do the wrong thing. This is where goal-setting science bites: Locke and Latham (2002) showed that specific, challenging goals drive far better performance than vague ones, and the comp plan is where goals either get specific or stay mushy.
Cross-functional credibility. Can they hold their own with marketing, product, finance and operations, and be believed? A sales leader who cannot influence outside the sales floor becomes a complaints desk. One who can becomes a genuine executive.
Notice that personal selling is not on the list as a core five. It belongs on the scorecard as a context line, because a leader who has never carried quota can lose the room. But it is a floor, not the prediction.
How do you build a sales leader scorecard and score to it?
A scorecard is not a feeling written down. It is a defined instrument. Four steps.
Define the mandate first. What must this leader deliver in twelve months? Write that before you write anything else, because the mandate decides which competencies to weight. A turnaround weights coaching and talent decisions. A scaling mandate weights forecasting and territory design. If you have not defined the job, you cannot score for it. That is the work covered in how to write a VP of Sales job description.
Write behavioural anchors for each competency. Spell out what a 5, a 3 and a 1 look like in observable behaviour. "Strong coach" is not an anchor. "Diagnoses the gap, models the behaviour, sets a measurable follow-up, and checks it" is.
Match the tool to the competency. Fit matters, and it is measurable. Kristof-Brown and colleagues (2005) found person-job fit relates to performance, satisfaction and staying. So test for fit with the actual job: a coaching simulation for coaching, a territory case for design, a forecast walk-through for discipline. Structured interviews carry real predictive weight, around .42 operational validity in the corrected estimates (Sackett et al., 2022), so build structured, scored questions rather than a conversation.
Score independently, then calibrate. Every interviewer scores alone before the group talks. Then reconcile the gaps. The order protects you from the loudest voice in the debrief deciding the hire.
The point of scoring to a scorecard is not bureaucracy. It is that you hire against the job you actually have, not against the résumé that happens to impress you. If you want to pressure-test the answers once the scorecard exists, the questions are in how to interview a sales leader.
In short
A personal sales record predicts promotion, not leadership success (Benson, Li and Shue, 2019). The sales leadership competencies that predict success are coaching, talent decisions, forecasting discipline, comp and territory design, and cross-functional credibility. Define the twelve-month mandate, build a weighted scorecard with behavioural anchors, match the assessment tool to each competency, and score every finalist independently before you decide.
Key takeaways
Sales performance is negatively related to managerial performance (Benson, Li and Shue, 2019), so the top biller is not the safe default.
The five core sales leadership competencies are coaching, talent decisions, forecasting discipline, comp and territory design, and cross-functional credibility.
Personal selling belongs on the scorecard as a floor, not as the prediction.
Person-job fit relates to performance and retention (Kristof-Brown et al., 2005), so test for the actual job, not for charisma.
Write behavioural anchors and score finalists independently before the debrief, so the loudest voice does not decide.
Frequently asked questions
What is a sales leader scorecard?
It is a defined instrument that lists the competencies the role requires, weights them against the twelve-month mandate, and sets behavioural anchors for each so interviewers can score a finalist's answers on a common scale. It turns "I liked her" into evidence you can compare across candidates.
What competencies matter most for a VP of Sales?
Coaching, talent decisions, forecasting discipline, comp and territory design, and cross-functional credibility. Which one you weight heaviest depends on the mandate. A turnaround leans on coaching and talent decisions. A scale-up leans on forecasting and territory design.
Can a great salesperson become a great sales leader?
Yes, but it is not automatic, and their sales record is not the evidence. Look for the leadership competencies showing up in how they already help, coach and organise others, and test for those directly rather than assuming the quota transfers.
References
Benson, A., Li, D., & Shue, K. (2019). Promotions and the Peter Principle. The Quarterly Journal of Economics, 134(4), 2085-2134. https://doi.org/10.1093/qje/qjz022
Kristof-Brown, A. L., Zimmerman, R. D., & Johnson, E. C. (2005). Consequences of individuals' fit at work: A meta-analysis of person-job, person-organization, person-group, and person-supervisor fit. Personnel Psychology, 58(2), 281-342. https://doi.org/10.1111/j.1744-6570.2005.00672.x
Locke, E. A., & Latham, G. P. (2002). Building a practically useful theory of goal setting and task motivation: A 35-year odyssey. American Psychologist, 57(9), 705-717. https://doi.org/10.1037/0003-066X.57.9.705
Sackett, P. R., Zhang, C., Berry, C. M., & Lievens, F. (2022). Revisiting meta-analytic estimates of validity in personnel selection: Addressing systematic overcorrection for restriction of range. Journal of Applied Psychology, 107(11), 2040-2068. https://doi.org/10.1037/apl0000994
Work with us
A sales leader is the expensive hire to get wrong. Our Final Candidate Review puts your finalists through the Certainty System and scores them against your own team before the offer. If it doesn’t help, you don’t pay.
Ashley Wesley, MA, CHRL, CIM, and our team help Ontario owners pick the right sales hire, from a VP of Sales to a key account manager.
