Module 5 — Operating the Sales Machine · Lesson 5.4
Coaching, Compensation and Territories
The management systems that decide what sellers actually do
What you'll learn
- Coach from specific evidence in deals and calls rather than from outcomes alone
- Explain what research says about bonuses, overachievement commissions and quarterly pacing
- Recognize the cost of unbalanced territories and the criteria for realigning them
- Manage a team in which an agent drafts and prepares, and people decide and send
Every practice in this course can be undone by the systems around the seller. A team taught to disqualify early will not do it if they are paid on pipeline created. A team taught to discover carefully will not if the manager only ever asks about the number. And no amount of skill fixes a territory with too few good accounts in it. This final lesson is about those systems: coaching, pay and territory design.
Coaching from evidence
Research on managerial coaching in sales consistently finds a positive link with performance, though effects vary and most studies are survey-based. One study by Joana Coimbra and Teresa Proença, published online in 2022 in the International Journal of Productivity and Performance Management, analysing 167 responses from commercial staff, found that managerial coaching improved sales-force performance through the salespeople's customer orientation and results orientation, with customer orientation having the greater effect. Notably, pressure for results and centralized decision-making did not undermine the link.
The practical point is what coaching works on. Coaching that only reviews outcomes ('why didn't this close?') teaches little, because outcomes are noisy and late. Coaching that reviews behaviour, the questions asked on a discovery call, the advance sought at the end of a meeting, how an objection was handled, can change what the seller does next week.
Call data makes this concrete. Gong's 2025 analysis of 326,000 sales calls found that top performers kept a steady talk ratio whether they won or lost, while lower performers' share of talk rose by about ten points on lost deals, and that lost deals often featured long seller monologues. Those are coachable habits. A useful weekly routine is to review one call or one deal per seller, choose one behaviour to work on, and look for it again the following week.
Compensation that rewards the right things
Doug Chung, Thomas Steenburgh and K. Sudhir studied a real sales force's response to a bonus-based compensation plan, published in Marketing Science (online 2013, in print 2014). Using a dynamic structural model on field data, they found that bonuses enhanced productivity across all segments of the sales force; that overachievement commissions helped sustain the high productivity of the best performers even after they had reached quota; and that quarterly bonuses helped weaker performers by acting as pacers that kept them on track toward annual quotas.
Three design lessons follow. Do not cap the upside for your best sellers, or they will stop selling once quota is reached and push deals into the next period. Use shorter-period components to pace those who need it. And check every plan for the behaviour it rewards that you do not want. Plans that pay on bookings regardless of discount reward discounting (Lesson 4.3). Plans that pay on pipeline created reward inflated stages (Lesson 1.2). Plans with a cliff at quarter end reward pulling deals forward with concessions.
Whatever the plan, make sure the data it pays on is the data in the Deal Room. A plan computed from a separate spreadsheet invites disputes; one computed from the shared record gives sellers a reason to keep it accurate.
Territories and account assignment
Andris Zoltners and Sally Lorimer, drawing on experience with more than 300 sales forces, argued in the Journal of Personal Selling and Sales Management in 2000 that territory alignment is one of the most frequently overlooked sales-force productivity areas, and that many sales forces lose millions each year through territory imbalances. Their recommended approach uses consistent, objective criteria to evaluate alignment, while incorporating local management judgment.
Imbalance hurts in both directions. A seller with too many good accounts cannot cover them, and opportunities go untouched. A seller with too few spends their time on poor-fit accounts to fill the pipeline, which is exactly the out-of-profile prospecting Lesson 1.3 warned against. The criteria for a fair split are the ones the rest of the course has given you: the number of in-profile accounts, the expected workload of the existing customer base, and the potential each represents.
In Kavanah, each deal has an owner and a deal team, and the agent's deal tools filter by owner, so a quarterly look at deals and in-profile accounts per owner is quick to produce. Rebalance rarely and transparently; frequent changes destroy the relationships account management depends on.
Managing a team that includes an agent
By 2026 most sales teams have some AI in the loop. Salesforce's seventh State of Sales survey (vendor data, published February 2026) found that 54% of sellers had used AI agents and nearly nine in ten planned to by 2027, with top performers 1.7 times more likely than underperformers to use prospecting agents. The same survey found 51% of sales leaders with AI reporting that disconnected systems were slowing their AI initiatives.
The management principle this course has repeated is that agents should prepare and propose, and people should decide and send. In Kavanah that is the default: enrolling a contact in a cadence and every other outbound send is classed as sending a message, removed from the agent in safe mode, and parked for human approval in full mode unless an admin deliberately allows it (Lesson 3.4). Personalization fails closed rather than inventing a pretext, research stores only verified facts, and the forecast is a calculation, not a narrative.
Coaching applies to the agent's work too. Review a sample of parked drafts each week the way you would review a junior seller's emails: what did it get right, what would you change, and what does that tell you about the instructions, the approved-claims document or the research it was given? The reply desk keeps the agent's original draft next to what was actually sent and who edited it, which makes that review straightforward. A team that treats the agent as a colleague whose work is checked, rather than as a machine whose output is trusted, gets the time savings without the reputational risk.
Set up the management rhythm
- 1
Pick one deal per seller to coach this week
Ask the agent: 'For each deal owner, list their largest deal in Evaluating or later with its last three timeline entries.' Choose one behaviour to discuss per seller.
- 2
Ask for open deals and pipeline value per owner, and compare with the number of in-profile accounts each owns. Note imbalances for the quarterly review.
- 3
In Settings, AI Agent, look through recent approvals: what was approved as written, what was edited, and why. Feed the lessons into your approved-claims document.
- 4
Document the compensation plan's measures and the Deal Room fields each one reads, so sellers know which data their pay depends on.
Team health
- Coaching cadence
- Share of sellers who had at least one behaviour-focused coaching review in the last two weeks. Track by hand.
- Healthy signal: Our suggested target is 100%. Outcome-only pipeline reviews do not count.
- Pipeline per owner versus in-profile accounts
- For each owner, open qualified pipeline divided by the number of in-profile accounts they own.
- Healthy signal: Large differences between owners point to territory imbalance or to coverage problems worth a conversation.
- Agent draft edit rate
- Share of parked outbound drafts that reviewers edit before approving, from the approvals history.
- Healthy signal: A high rate means the agent's instructions or source material need work; a rate near zero may mean reviews are rubber stamps.
Key takeaways
- ·Coach behaviours from specific deals and calls; outcomes alone are too noisy and too late.
- ·Uncapped overachievement pay sustains top performers and short-period bonuses pace the rest; check every plan for perverse incentives.
- ·Unbalanced territories waste both good accounts and good sellers; realign with objective criteria and rarely.
- ·Let the agent prepare and propose while people decide and send, and review its work as you would a colleague's.
That completes the course. The thread running through all twenty lessons is the same: buyers decide in groups, under uncertainty, mostly without you, and the seller's job is to make a good decision easier and safer for them, honestly and on the record. Kavanah takes on the clerical half of that job. The judgment remains yours.
Sources
- 1.Managerial coaching and sales performance: the influence of salesforce approaches and organisational demands
Joana Coimbra, Teresa Proença · International Journal of Productivity and Performance Management 72(10), 3076–3094 (published online 2022) · 2022
167 responses; managerial coaching improves performance through customer and results orientation (customer orientation stronger); pressure for results and centralization do not undermine it.
- 2.Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans
Doug J. Chung, Thomas J. Steenburgh, K. Sudhir · Marketing Science 33(2) (published online 2013) · 2014
Bonuses enhance productivity across segments; overachievement commissions sustain top performers after quota; quarterly bonuses pace weaker performers.
- 3.Sales Territory Alignment: An Overlooked Productivity Tool
Andris A. Zoltners, Sally E. Lorimer · Journal of Personal Selling & Sales Management 20(3) · 2000
Based on 300+ sales forces: territory alignment is frequently overlooked, imbalances cost millions, realign with objective criteria plus local judgment.
- 4.Talk-to-listen ratio research (2025 update)
Gong · Gong blog, August 21, 2025 (vendor data) · 2025
Top performers keep a steady talk ratio win or lose; lower performers' talk share rises about 10 points on lost deals; lost deals feature monologues.
- 5.Salesforce State of Sales report, 7th edition: announcement
Salesforce · Salesforce newsroom, February 3, 2026 (vendor survey) · 2026
54% of sellers have used AI agents; top performers 1.7x more likely to use prospecting agents; 51% of leaders say disconnected systems slow AI.