Sales Force Management

Chapter 1
Foundations and Strategic Role of Sales Force Management

Post Graduate Program in Marketing and Sales
Sales Force Management   •   Post Graduate Diploma

Foundations and Strategic Role of Sales Force Management

Introduction

Sales force management is the systematic planning, implementation, direction, and control of an organisation’s personal selling function. It is concerned not only with supervising salespeople, but also with deciding where the organisation should compete, which customers it should serve, what value it should offer, how sales resources should be deployed, and how customer relationships should be developed over time.

In many organisations, the sales force is the principal link between strategy and market execution. Corporate strategy defines the organisation’s broad direction; marketing strategy translates that direction into markets, segments, positioning, and value propositions; sales strategy determines how customer opportunities will be pursued; and salespeople convert these choices into conversations, proposals, negotiations, and relationships. Weakness at any point in this chain can reduce revenue, profitability, customer satisfaction, and strategic coherence.

Sales management has also changed significantly. Traditional sales departments concentrated on order acquisition and short-term volume. Contemporary sales organisations increasingly manage complex solutions, digital interactions, customer success, data, channel partnerships, and long-term account value. The sales manager is therefore both a people leader and a strategic integrator.

Learning Objectives

After studying this chapter, the learner should be able to:

  1. Define sales management and distinguish it from selling and sales operations.
  2. Explain the evolution and changing roles of professional selling.
  3. Compare business-to-business (B2B) and business-to-consumer (B2C) selling contexts.
  4. Describe the responsibilities and competencies of contemporary salespeople.
  5. Explain the sales management cycle and its principal decisions.
  6. Analyse the alignment among corporate, marketing, customer, and sales strategies.
  7. Apply these concepts to a practical sales-management situation.
  8. Identify ethical, technological, and governance issues affecting sales organisations.

1. Fundamental Terminology

Selling is the interpersonal and organisational process of identifying customer needs, communicating value, addressing concerns, and facilitating an exchange. Selling may involve a single transaction or a continuing relationship.

Sales management is the planning, organising, staffing, directing, and controlling of an organisation’s sales activities and salespeople. It includes sales strategy, territory design, recruitment, training, compensation, performance management, forecasting, and coordination with other functions.

Sales force refers to the people and supporting resources engaged in personal selling on behalf of an organisation. The term may include field representatives, inside salespeople, account managers, sales engineers, business-development representatives, and customer-success personnel whose work has a direct commercial purpose.

Sales operations is the analytical and administrative capability that supports sales execution. It commonly includes data management, territory administration, reporting, process design, technology administration, and performance analysis. Sales operations supports sales management but is not identical to it.

Personal selling is direct, person-to-person communication intended to influence a purchase, adoption, renewal, or other customer decision. It may occur face-to-face, by telephone, through video, or through digitally enabled interaction.

Relationship selling focuses on creating continuing value and trust rather than maximising a single transaction. It is especially important where purchases are complex, recurring, risky, or dependent on service.

Consultative selling involves diagnosing customer circumstances and recommending a solution based on identified needs. The salesperson behaves partly as an adviser rather than merely presenting a standard product.

Solution selling combines products, services, implementation, support, financing, or other elements into an integrated customer outcome. The value proposition is therefore broader than the physical product.

Key account management (KAM) is the strategic management of important customer accounts through coordinated resources, joint planning, senior-level relationships, and long-term value creation.

Sales funnel or pipeline represents the stages through which a potential opportunity progresses, such as prospecting, qualification, needs analysis, proposal, negotiation, and closure. A pipeline is a managerial representation, not a guarantee of revenue.

Customer lifetime value (CLV) is an estimate of the economic value of a customer over the expected duration of the relationship. Its usefulness depends on credible assumptions about revenue, margin, retention, service cost, and discounting.

Sales productivity concerns the relationship between sales outputs and the resources used to produce them. Productivity should be assessed using profitable and strategically desirable outcomes, not merely activity volume.

2. The Evolution of Selling and Sales Management

The development of selling can be understood through several overlapping orientations.

Production and product orientations

During periods of constrained supply or limited competition, organisations often focused on production efficiency and distribution availability. Salespeople primarily processed orders and maintained coverage. Later, product-oriented organisations emphasised technical features and product superiority. This approach may work when customer needs are simple and product differences are obvious, but it can fail when customers seek outcomes rather than specifications.

Sales orientation

As competition increased, organisations adopted a sales orientation. The emphasis was on persuasion, sales volume, intensive prospecting, and closing. This orientation remains useful when customers need education or when products are under-considered, but excessive pressure can damage trust and encourage unethical conduct.

Marketing and customer orientations

The marketing orientation shifted attention from “What can we sell?” to “What does the market value?” Salespeople became sources of market intelligence and interpreters of customer needs. The customer orientation extends this logic by recognising that different customers may require different forms of value, service, risk reduction, and relationship investment.

Strategic and relationship-based selling

Contemporary selling frequently involves multiple stakeholders, long buying cycles, digital research, procurement scrutiny, and post-sale implementation. Salespeople may coordinate specialists, construct business cases, manage change, and monitor adoption. The salesperson’s role has therefore expanded from persuader to value architect, relationship manager, and internal coordinator.

This evolution does not mean that earlier activities have disappeared. Order taking, prospecting, presentation, negotiation, and closing remain important. Rather, these activities are embedded in a wider process of customer value creation and organisational learning.

3. The Strategic Roles of Professional Selling

Revenue generation

The most visible role of a sales force is to generate orders and revenue. However, revenue alone is insufficient. A sale that produces low margin, excessive service costs, poor payment behaviour, or customer dissatisfaction may destroy value.

Market sensing

Salespeople observe competitors, customer priorities, emerging technologies, budget constraints, and changes in buying behaviour. Properly captured and analysed, this information improves product development, pricing, communication, and strategic planning.

Value communication

Advertising can create awareness, but salespeople often explain how an offering solves a particular customer problem. They translate technical or organisational capabilities into consequences that matter to a buyer, such as reduced downtime, lower risk, improved compliance, or faster growth.

Relationship and trust building

Trust reduces perceived risk and facilitates cooperation. In B2B markets, trust may be built through reliability, transparency, technical competence, responsiveness, and fulfilment of commitments. Trust cannot be created sustainably through persuasive language alone.

Coordination and integration

Salespeople connect marketing, operations, finance, logistics, service, and the customer. In complex sales, they may coordinate demonstrations, pilots, implementation planning, contracts, and executive sponsorship.

Customer development and retention

The sales force can identify opportunities for cross-selling, up-selling, renewal, adoption, and advocacy. These activities must be based on customer value rather than indiscriminate pressure.

Strategic implementation

A corporate strategy has little practical effect unless it influences market choices and customer interactions. Sales managers convert strategic priorities into account selection, territory design, objectives, incentives, and routines.

4. B2B and B2C Selling Contexts

B2B selling occurs when the buyer is an organisation, institution, government body, or professional intermediary. B2C selling occurs when the buyer is an individual or household purchasing for personal use. The distinction is useful, but not absolute: consumers may make complex decisions, and organisational buyers may make routine purchases.

DimensionB2B sellingB2C selling
Buyer unitBuying centre or organisationIndividual or household
Decision processOften formal, multi-stage, and collaborativeOften faster, though high-involvement purchases can be complex
DemandFrequently derived from downstream demandDirect personal or household demand
Value emphasisEconomic performance, risk, integration, complianceUtility, experience, convenience, identity, and price
RelationshipOften continuing and account-basedMay be transactional or relational
CommunicationPersonal selling, tenders, demonstrations, technical evidenceRetail interaction, digital content, promotion, service, and personal selling
MeasurementAccount profitability, retention, share of wallet, pipeline qualityConversion, average order value, repeat purchase, satisfaction, and retention

B2B buying centres

An organisational purchase may involve several roles:

  • Initiator: identifies a need or opportunity.
  • User: uses or is affected by the offering.
  • Influencer: provides expertise or evaluation criteria.
  • Buyer: manages commercial terms and purchasing procedures.
  • Decider: authorises the choice.
  • Gatekeeper: controls information or access.
  • Approver: confirms budget, risk, or governance requirements.

One person can perform several roles. Effective B2B selling requires the salesperson to understand both formal authority and informal influence.

Implications for managers

B2B sales forces require account planning, stakeholder mapping, technical support, proposal management, and coordination across functions. B2C sales forces often require efficient coverage, customer experience management, merchandising or channel coordination, and high-volume data analysis. Omnichannel developments increasingly blur these boundaries: consumers may research online and buy in-store, while business buyers may self-educate digitally before engaging a representative.

5. Responsibilities and Competencies of the Salesperson

The salesperson’s responsibilities extend across the customer relationship.

Core responsibilities

  1. Prospecting: identifying organisations or individuals with a plausible need and ability to buy.
  2. Qualification: assessing fit, need, authority, timing, resources, and strategic attractiveness.
  3. Preparation: researching the customer, industry, competitors, decision process, and likely priorities.
  4. Needs diagnosis: asking effective questions, listening, and distinguishing symptoms from underlying problems.
  5. Value proposition development: connecting the offering to measurable or meaningful customer outcomes.
  6. Presentation and demonstration: communicating evidence in a form relevant to the buyer.
  7. Objection handling: clarifying concerns rather than dismissing them.
  8. Negotiation: reaching acceptable terms while protecting value, margin, and relationship quality.
  9. Closing and implementation coordination: securing commitment and ensuring a realistic handover.
  10. Account development: supporting adoption, renewal, expansion, and long-term satisfaction.
  11. Reporting and learning: maintaining accurate records and communicating market intelligence.

Competencies

Important competencies include commercial acumen, industry knowledge, communication, active listening, analytical reasoning, digital literacy, negotiation, resilience, ethical judgment, collaboration, and time management. In complex selling, curiosity and the ability to learn may be more valuable than memorised product knowledge.

Salespeople also require role clarity. If incentives reward only initial bookings, representatives may neglect implementation, retention, or profitable customer selection. Contemporary performance systems should therefore reflect both immediate and longer-term outcomes.

6. The Sales Management Cycle

The sales management cycle is a connected sequence rather than a one-time procedure. Learning from performance should inform the next planning period.

Sales management cycle Salesmanagement 1. Analyse and plan2. Organise territories3. Recruit and train4. Direct and motivate5. Measure and control6. Learn and adjust
Sales management cycle showing six connected stages
Figure: Sales management cycle showing six connected stages

Figure: The sales management cycle links planning, execution, control, and organisational learning.

1. Analyse and plan

Managers examine corporate priorities, market attractiveness, customer segments, competitors, historical performance, capacity, and risks. They establish objectives such as profitable growth, retention, new-market entry, or improved coverage.

2. Organise territories and accounts

Territories may be geographic, industry-based, product-based, account-based, or hybrid. The design should balance opportunity, workload, travel, service requirements, and salesperson capability. Key accounts may receive dedicated teams rather than conventional territories.

3. Recruit, select, and train

Selection should reflect job requirements and the selling context. Training may cover products, industries, systems, consultative methods, compliance, negotiation, and financial reasoning. Onboarding should include coaching in real customer situations, not only classroom instruction.

4. Direct and motivate

Direction includes objectives, priorities, coaching, communication, and resource allocation. Motivation may involve compensation, recognition, meaningful work, autonomy, development, and managerial support. Compensation should reinforce desired behaviour and should not encourage misleading claims, inappropriate discounting, or poor-fit sales.

5. Measure and control

Managers compare results with objectives and diagnose causes. Useful measures include revenue, gross margin, win rate, sales-cycle duration, forecast accuracy, retention, customer satisfaction, activity quality, and pipeline conversion. No single metric is adequate.

A basic conversion rate can be expressed as:

Conversion rate = (Number of opportunities won ÷ Number of qualified opportunities) × 100%

The numerator and denominator must refer to the same period, population, and opportunity definition. A high conversion rate based on very few opportunities may not indicate strong performance.

Similarly, sales growth is commonly calculated as:

Sales growth = [(Current-period sales − Previous-period sales) ÷ Previous-period sales] × 100%

This measure describes change in sales value; it does not by itself reveal profitability, market growth, price effects, or customer quality.

6. Learn and adjust

Control is not merely punishment. Managers investigate whether performance resulted from territory potential, pricing, product availability, competitive action, salesperson capability, process quality, or random variation. Findings should improve forecasts, training, segmentation, and strategy.

7. Strategic Alignment

Sales effectiveness depends on vertical and horizontal alignment.

Corporate strategy

Corporate strategy establishes choices about growth, scope, competitive advantage, investment, risk, and value creation. For example, a firm pursuing premium differentiation should not evaluate salespeople solely on discount-driven volume.

Marketing strategy

Marketing strategy specifies target markets, segmentation, targeting, positioning, branding, pricing, communication, and channel choices. Sales managers translate these choices into account priorities, messages, sales tools, and coverage models.

Customer strategy

Customer strategy determines which customers merit acquisition, retention, development, or limited service. It may use profitability, strategic fit, growth potential, risk, relationship strength, and lifetime value. Customer strategy prevents the sales force from treating every account as equally attractive.

Sales strategy

Sales strategy defines how the organisation will create and capture value through selling. It includes the target customer, sales process, value proposition, channel, coverage, account approach, resources, and measures.

A useful alignment logic is:

Corporate intent → market and customer choices → value proposition → sales process and coverage → salesperson behaviour → customer outcomes → strategic learning.

Misalignment is common. Marketing may promise rapid customisation while operations cannot deliver it. Corporate strategy may prioritise profitable segments while sales incentives reward any volume. Customer-success teams may pursue retention while sales representatives are rewarded for contracts that later cancel. Alignment requires shared definitions, coordinated planning, compatible incentives, and common customer data.

8. Managing Performance and Forecasts

Sales forecasting is a structured estimate of future sales, not an expression of optimism. Forecasts may use historical patterns, opportunity stages, customer commitments, expert judgment, or statistical models. Managers should record assumptions and distinguish committed business from speculative pipeline.

Pipeline management requires attention to opportunity quality. A large pipeline can conceal weak qualification, duplicate opportunities, stale records, or unrealistic close dates. Managers should inspect evidence such as confirmed need, access to decision makers, agreed next steps, budget logic, competitive position, and implementation feasibility.

Performance evaluation should combine outcome and behavioural indicators. Outcomes include revenue, margin, retention, and new accounts. Behavioural indicators include quality of discovery, CRM accuracy, preparation, collaboration, and compliance. Behavioural measures should not become a substitute for results, but they help managers coach the drivers of future performance.

9. Ethics, Governance, and Responsible Selling

Sales management creates ethical risks because salespeople influence decisions and often control information. Common risks include misleading claims, concealment of costs, unauthorised promises, discriminatory treatment, bribery, inappropriate gifts, misuse of personal data, pressure on vulnerable customers, and manipulation of performance records.

Responsible sales management requires:

  • truthful and supportable claims;
  • clear disclosure of price, terms, limitations, and risks;
  • respect for privacy and applicable data-protection rules;
  • controls over gifts, hospitality, conflicts of interest, and corruption;
  • fair treatment of customers and employees;
  • documented approval for non-standard commitments;
  • secure and accurate customer records; and
  • incentives that do not systematically reward misconduct.

Ethics cannot be delegated entirely to a code of conduct. Managers communicate priorities through targets, coaching, recognition, investigation, and their responses to bad news. A culture that celebrates results while ignoring methods creates predictable governance failures.

10. Technology and Artificial Intelligence

Customer relationship management (CRM) systems provide a shared record of accounts, contacts, activities, opportunities, forecasts, and service history. Their value depends on data quality, process integration, user adoption, and managerial discipline. A CRM system is not automatically a customer strategy.

Digital selling includes email, video meetings, social selling, web demonstrations, e-commerce, marketing automation, and self-service content. These channels can improve reach and convenience, but they may also create fragmented experiences and excessive communication.

Artificial intelligence can assist with lead prioritisation, next-best-action suggestions, conversation analysis, forecasting, proposal drafting, and administrative automation. Managers must assess bias, explainability, privacy, security, hallucinated content, and accountability. AI should support professional judgment rather than remove responsibility from the salesperson or manager. Human review is particularly important where recommendations affect pricing, credit, eligibility, employment, or access to essential services.

11. Contemporary Challenges and Limitations

Sales managers face several persistent challenges:

  • Complex buying groups: decisions involve more stakeholders and longer approval processes.
  • Information symmetry: customers can compare alternatives and research products before contacting salespeople.
  • Channel conflict: direct sales, distributors, marketplaces, and digital channels may compete for the same customer.
  • Forecast uncertainty: economic shocks, supply constraints, and changing budgets reduce predictability.
  • Talent and retention: effective selling requires specialised knowledge and continuous learning.
  • Measurement problems: attribution is difficult when marketing, sales, partners, and customer success jointly influence outcomes.
  • Short-term pressure: quarterly targets can conflict with relationship quality and long-term value.
  • Global and cultural differences: communication, negotiation, regulation, and buying practices vary across markets.

Sales models also have limits. A funnel simplifies nonlinear buying journeys; a territory plan may obscure overlapping digital demand; conversion ratios can be distorted by inconsistent definitions; and customer profitability can be misestimated when service costs are poorly allocated. Models are useful managerial representations, but they should be questioned against evidence.

12. Illustrative Case: Meridian Workplace Systems

Background

Meridian Workplace Systems sells energy-management equipment and software to commercial buildings. Its traditional sales force focuses on facility managers and is compensated primarily on initial contract value. Marketing promotes Meridian as a partner in reducing energy costs and meeting sustainability targets.

Problem

Revenue has increased, but renewal rates have declined. Several customers report that promised integration with building-management systems was slower and more expensive than expected. Sales representatives argue that implementation is the responsibility of service operations. Service managers argue that salespeople make commitments without consulting technical teams. Forecasts are optimistic because opportunities remain in the pipeline after customers have lost interest.

Analysis

The problem is not simply salesperson effort. There is misalignment among corporate strategy, marketing promises, sales incentives, customer expectations, and operational capability. The compensation plan rewards contract signing rather than successful adoption and renewal. Qualification does not include technical feasibility or access to the customer’s integration team. CRM records do not identify implementation risks or stakeholder roles.

Approach

Meridian redesigns its sales management cycle. It first defines target accounts based on building complexity, energy-consumption potential, technical fit, and willingness to share data. Marketing and sales create a common value proposition supported by validated savings assumptions. Salespeople use a discovery checklist covering current systems, decision roles, implementation constraints, and success measures.

Technical specialists join late-stage opportunities. Proposals distinguish guaranteed commitments from estimates. A formal handover occurs before contract activation. Incentives combine initial margin with implementation quality, renewal, and customer adoption. Sales and service managers review pipeline quality jointly, and the CRM records agreed outcomes, risks, stakeholders, and next actions.

Outcome

In this illustrative case, Meridian experiences a smaller number of poorly qualified proposals but stronger implementation discipline, more reliable forecasts, and improved renewal prospects. The case demonstrates that reducing superficial pipeline volume can improve strategic performance when customer fit and lifetime value are prioritised.

Learning points

  1. Sales performance must be evaluated beyond initial bookings.
  2. Customer value requires coordination between sales and delivery functions.
  3. Incentives communicate strategy more powerfully than slogans.
  4. Qualification should include operational feasibility and stakeholder access.
  5. CRM data becomes valuable when it supports shared decisions and learning.

Chapter Summary

Sales force management is a strategic and operational discipline concerned with planning, organising, directing, and controlling personal selling. Selling has evolved from order acquisition and persuasion toward consultative, relationship-based, solution-oriented, and digitally enabled value creation. Salespeople generate revenue, sense market change, communicate value, build trust, coordinate internal resources, and support retention and growth.

B2B selling commonly involves buying centres, formal processes, derived demand, and account-based relationships, whereas B2C selling often involves individuals or households, although both contexts can be complex and omnichannel. The contemporary salesperson requires commercial, analytical, relational, technological, and ethical competencies.

The sales management cycle connects analysis and planning, territory and account organisation, recruitment and training, direction and motivation, measurement and control, and learning. Effective management uses multiple performance measures and distinguishes activity from valuable outcomes. Strategic alignment requires consistency among corporate strategy, marketing strategy, customer strategy, sales strategy, operational capability, incentives, and customer outcomes. Technology and AI can strengthen sales execution, but they require sound data, governance, human judgment, and ethical controls.

Key Terms

Sales management: Planning, organising, directing, and controlling an organisation’s sales activities and people.

Personal selling: Direct interpersonal communication intended to influence a customer decision or relationship outcome.

Sales force: People and supporting resources engaged in organisational selling.

Sales operations: Analytical, administrative, and process support for sales execution.

Relationship selling: Selling focused on continuing value and trust rather than a single transaction.

Consultative selling: Diagnosing customer needs and recommending an appropriate solution.

Solution selling: Combining products and services to deliver a broader customer outcome.

Key account management: Strategic management of important customer accounts.

Sales pipeline: A representation of opportunities progressing through defined selling stages.

Buying centre: The group of organisational participants involved in a purchase decision.

Customer lifetime value: Estimated economic value of a customer over the relationship duration.

Sales productivity: Sales output relative to resources used.

Territory: A defined set of customers, prospects, geography, industries, or accounts assigned for coverage.

Value proposition: The reason an offering is expected to create meaningful value for a target customer.

Sales forecast: A structured estimate of future sales based on evidence and assumptions.

CRM: A system and process for managing customer and prospect information and interactions.

Sales alignment: Consistency among organisational strategy, market choices, sales execution, and customer outcomes.

Ethical selling: Selling that is truthful, fair, responsible, compliant, and respectful of customer interests.

Review Questions

Short Answer Questions

  1. Define sales force management and distinguish it from sales operations.
  2. What is consultative selling, and how does it differ from product-focused selling?
  3. Identify four roles that may exist in a B2B buying centre.
  4. Why should sales performance not be evaluated using revenue alone?
  5. List the six broad stages of the sales management cycle.

Long Answer Questions

  1. Explain the evolution from sales orientation to relationship-based and strategic selling.
  2. Compare B2B and B2C selling contexts and discuss the managerial implications of each.
  3. Discuss the responsibilities and competencies required of a contemporary salesperson.
  4. Explain how corporate, marketing, customer, and sales strategies should be aligned.
  5. Evaluate the ethical and governance responsibilities of a sales manager.

Analytical / Application Questions

  1. A company rewards salespeople entirely for signed contract value, but customer cancellations are increasing. Diagnose the likely alignment and incentive problems and recommend corrective actions.
  2. Design a qualification framework for a B2B software opportunity involving several departments, a long implementation period, and strict data-security requirements.
  3. A sales manager reports a high pipeline-conversion rate but declining profitability. Identify at least four possible explanations and specify the evidence needed to investigate them.

Multiple Choice Questions with Answers

Question 1

Which statement best defines sales management?

A. The preparation of advertising messages for a target market

B. The planning, organising, directing, and controlling of sales activities and people

C. The processing of customer payments after delivery

D. The manufacture of products for distribution

Correct Answer: B. The planning, organising, directing, and controlling of sales activities and people

Question 2

Which role primarily involves diagnosing customer circumstances and recommending an appropriate solution?

A. Consultative selling

B. Order taking

C. Production planning

D. Retail merchandising

Correct Answer: A. Consultative selling

Question 3

In a B2B buying centre, who typically controls access to information or decision makers?

A. User

B. Initiator

C. Gatekeeper

D. Approver

Correct Answer: C. Gatekeeper

Question 4

Why is revenue alone an incomplete measure of sales performance?

A. Revenue cannot be recorded in financial systems

B. Revenue says nothing about customer or product categories

C. Revenue may conceal poor margin, service cost, retention, or customer quality

D. Revenue is relevant only to marketing departments

Correct Answer: C. Revenue may conceal poor margin, service cost, retention, or customer quality

Question 5

Which activity belongs most directly to the ‘measure and control’ stage of the sales management cycle?

A. Recruiting candidates

B. Comparing performance with objectives and diagnosing causes

C. Creating a brand name

D. Designing product packaging

Correct Answer: B. Comparing performance with objectives and diagnosing causes

Question 6

A company’s sales grew from 200,000 to 230,000 monetary units. Using the chapter’s sales-growth formula, what was the growth rate?

A. 10%

B. 12%

C. 15%

D. 30%

Correct Answer: C. 15%

Question 7

Which situation most clearly indicates misalignment between strategy and incentives?

A. A premium strategy paired with rewards for profitable account growth

B. A retention strategy paired with measures of renewal and adoption

C. A differentiation strategy paired with rewards based only on heavily discounted volume

D. A customer strategy paired with account-level planning

Correct Answer: C. A differentiation strategy paired with rewards based only on heavily discounted volume

Question 8

What is a principal limitation of a sales funnel?

A. It prevents all forms of customer research

B. It simplifies buying journeys that may be nonlinear and multi-stakeholder

C. It can be used only in B2C markets

D. It eliminates the need for forecasting

Correct Answer: B. It simplifies buying journeys that may be nonlinear and multi-stakeholder

Question 9

Which is an appropriate governance principle for AI-assisted selling?

A. Allow AI outputs to replace accountability in all decisions

B. Use AI without reviewing data quality or bias

C. Apply human review where recommendations affect important customer outcomes

D. Permit AI to invent unsupported product claims

Correct Answer: C. Apply human review where recommendations affect important customer outcomes

Question 10

What was a central corrective action in the Meridian Workplace Systems case?

A. Removing all technical specialists from late-stage opportunities

B. Rewarding only the number of proposals submitted

C. Combining contract value with implementation quality, renewal, and adoption

D. Stopping the use of customer information systems

Correct Answer: C. Combining contract value with implementation quality, renewal, and adoption

Sales Force Management
Chapter 1 of 14