11. Marketing, Sales and Relationship Management

Introduction and Context

Food and beverage operations are not marketed merely by displaying a menu or offering a discount. A restaurant, bar, banquet department, room-service operation or external catering business creates value through a combination of food, service, atmosphere, convenience, trust and memorable experience. Marketing identifies desirable customer segments and communicates a relevant value proposition; sales converts interest into reservations, events and purchases; relationship management seeks to make those transactions profitable and sustainable over time.

In hospitality, these activities are closely connected. A social-media campaign may create demand, but an ineffective reservation process can destroy the promised experience. A banquet salesperson may secure a large wedding, but operational errors can damage the hotel’s reputation and future business. Similarly, a loyalty programme may increase repeat visits while reducing profitability if rewards are poorly designed. Effective management therefore requires an integrated approach in which brand positioning, selling, customer data, service delivery and financial outcomes reinforce one another.

This chapter examines marketing and sales strategies for food and beverage outlets, bars, banquets and catering. It also considers customer relationship management (CRM), loyalty, digital reputation, partnerships, promotions and customer-lifetime-value (CLV) analysis. Particular attention is given to responsible communication, data governance, alcohol-related safeguards and the avoidance of deceptive or harmful practices.

Learning Objectives

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

1. Distinguish among marketing, sales, service recovery and relationship management in food and beverage operations.

2. Segment markets and formulate suitable value propositions for outlets, bars, banquets and catering businesses.

3. Apply the marketing mix, customer journey mapping, sales funnels and relationship-marketing principles.

4. Design integrated promotional, digital, partnership and loyalty strategies.

5. Use CRM information, conversion measures and CLV concepts in managerial decisions.

6. Evaluate online reviews, social-media activity and campaign performance using relevant metrics.

7. Recognise ethical, legal, privacy and responsible-service risks in food and beverage marketing.

Marketing the Experience Rather Than Only the Product

A food and beverage product consists of more than ingredients. Customers purchase a bundle of tangible and intangible benefits: taste, presentation, speed, comfort, status, social interaction, safety and confidence that the experience will match the promise. The same dish may therefore have different value in a business hotel, a neighbourhood café, a luxury bar or a wedding banquet.

A useful starting point is segmentation, targeting and positioning (STP). Segmentation divides a broad market into groups with meaningful differences. Demographic, geographic, psychographic and behavioural variables may all be used, but hospitality managers should connect them to purchasing behaviour. For example, “young customers” is a weak segment unless the manager knows whether the relevant behaviour is late-night visitation, interest in live entertainment, price sensitivity or preference for delivery. A business-lunch segment may be defined by time pressure, location and expense-account use rather than age.

Targeting involves selecting segments that fit the operation’s capabilities and objectives. A hotel restaurant may target conference delegates during weekdays and local residents at weekends. A cocktail bar may target experience-seeking customers who value mixology and ambience, while a banquet department may prioritise corporate conferences, weddings or social celebrations. Targeting must consider not only market size but also service capacity, contribution margin, operational compatibility and brand fit.

Positioning is the place a brand occupies in the customer’s mind relative to alternatives. A positioning statement normally clarifies the target customer, the frame of reference, the distinctive benefit and the reason to believe the promise. “A convenient restaurant” is not a strong position because it is widely claimed. “A dependable, chef-led business lunch within forty-five minutes of the financial district” is more specific and operationally testable. Positioning must be delivered consistently through menu design, pricing, décor, employee behaviour, digital content and service standards.

The extended marketing mix

The traditional four Ps—product, price, place and promotion—remain useful, but hospitality requires an extended perspective. People influence the experience through service encounters. Process affects reservations, waiting time, ordering, payment and complaint handling. Physical evidence includes lighting, uniforms, table settings, menus, packaging, website design and cleanliness. These elements should communicate the same brand promise.

Product decisions include menu breadth, signature items, dietary options, portion architecture, beverage selection, entertainment and event packages. Excessive variety may increase complexity, waste and inconsistency. Price should reflect perceived value, competitive conditions, capacity, daypart and cost structure. Discounting is not automatically marketing success: a promotion that fills tables but attracts only low-margin demand may weaken the operation.

Place includes the physical location and access through booking platforms, delivery channels, hotel rooms, corporate accounts and event venues. Promotion includes paid media, public relations, content, sales calls, direct communication, partnerships and offers. The managerial question is not which channel is fashionable, but which channel reaches the chosen segment at an acceptable acquisition cost and supports the intended positioning.

Customer Journeys and Experience Design

Customer relationships develop across a journey rather than at a single point of purchase. Typical stages include awareness, consideration, reservation or enquiry, arrival, consumption, payment, post-visit communication and repeat purchase. At each stage, customers ask different questions. Before booking, they may need evidence of price, location and suitability. During service, they need confidence, recognition and ease. Afterwards, they may be invited to provide feedback or return.

Journey mapping identifies customer goals, touchpoints, emotions, backstage processes and possible failure points. For a banquet, the journey begins with an enquiry and may include proposal preparation, site inspection, menu tasting, contract negotiation, deposits, event-day coordination and post-event follow-up. The sales promise must be translated into a function sheet or operational brief so that culinary, service, engineering, finance and front-office teams understand what has been sold.

Moments of truth deserve special attention. These may include the first response to an enquiry, the greeting at the venue, a delayed course, a billing dispute or the handling of an allergy. Service recovery should be prompt, proportionate and documented. A useful recovery process is to listen, acknowledge, apologise where appropriate, correct the immediate problem, explain the next action and record the learning. Compensation should not replace root-cause correction.

Sales Architecture for Different Food and Beverage Businesses

Marketing creates qualified interest; sales manages that interest toward a mutually beneficial transaction. In small outlets, sales may be embedded in hosting, recommendation and upselling. In hotels and large catering businesses, sales may involve account managers, event specialists, revenue managers and contract administrators.

A sales funnel commonly includes lead generation, qualification, proposal, negotiation, confirmation, delivery and follow-up. Qualification should establish need, budget, authority, timing, expected attendance, service requirements and decision criteria. A polished proposal is not simply a price quotation. It should translate the customer’s objectives into a credible experience, identify inclusions and exclusions, state assumptions, explain payment and cancellation terms, and show how risks will be managed.

Consultative selling is particularly appropriate for banquets and catering. Instead of beginning with a standard package, the salesperson investigates the purpose of the event, guest profile, desired atmosphere, dietary requirements, programme, venue constraints and measures of success. The solution is then adapted within operational and financial boundaries. Ethical selling requires transparency about taxes, service charges, minimum spends, staffing, overtime, substitutions, availability and cancellation consequences.

For restaurants and bars, suggestive selling can increase satisfaction when it is relevant and non-coercive. Staff may recommend a suitable beverage, explain portion sizes or suggest a dessert based on the customer’s stated preference. Upselling becomes harmful when employees pressure vulnerable customers, conceal prices or promote unsafe alcohol consumption. Incentive schemes should reward guest satisfaction, accuracy and contribution margin rather than sales volume alone.

Relationship Marketing and CRM

Relationship marketing shifts managerial attention from isolated transactions to continuing value creation. It recognises that retention, advocacy and constructive feedback can be economically more valuable than repeated expenditure on acquiring unknown customers. However, relationship marketing does not mean treating every customer identically. It means understanding preferences and history while maintaining fairness, privacy and service consistency.

CRM is the coordinated use of customer information, processes, employee practices and technology to manage relationships. A CRM record may include contact details, consent status, visit history, preferences, event dates, complaints, response to offers and account value. Data should be accurate, relevant, securely stored and accessible only to authorised personnel. Staff must understand that CRM is a service tool, not a licence for intrusive surveillance.

A practical CRM cycle is:

• capture information lawfully at relevant touchpoints;
• clean and integrate the data;
• segment customers according to meaningful behaviour or need;
• design a useful and proportionate interaction;
• deliver the promised service;
• measure response, profitability and satisfaction; and
• refine the relationship strategy.

RFM analysis—recency, frequency and monetary value—is a simple segmentation method. A recent, frequent and high-spending customer may merit recognition, while a formerly frequent customer who has become inactive may require a carefully designed reactivation message. RFM is descriptive, not a complete explanation of motivation. Managers should avoid assuming that high spending always indicates high profitability, because discounts, complaints, payment costs and service intensity also affect value.

Customer lifetime value

Customer-lifetime value estimates the economic contribution a customer or account may generate over the expected relationship. A simplified model is:

CLV ≈ (average contribution per visit × expected visits per period × expected relationship duration) − relationship and acquisition costs.

A more analytical version discounts future contribution to present value and incorporates the probability of retention. The exact calculation depends on data quality and business model. For a banquet account, value may include repeat events, referrals and cross-selling to accommodation or conferences. For an individual restaurant customer, it may include visit frequency, average contribution and advocacy.

CLV should guide resource allocation, not justify discriminatory treatment. A low-current-value customer may be a new customer, a future corporate buyer or an influential advocate. Managers should also consider strategic value, referral value and fairness. The purpose of CLV is to improve decisions about service design, communication and retention—not to reduce hospitality to a single number.

Branding, Content and Digital Reputation

A food and beverage brand is a promise supported by identifiable symbols, tone, sensory cues and repeated behaviour. Brand identity is what the organisation intends to communicate; brand image is how customers actually perceive it. A gap between the two is a managerial warning. For example, a venue may describe itself as relaxed while imposing confusing rules and slow service.

Content should help customers imagine the experience and make an informed decision. Useful content may show menus, preparation methods, staff expertise, venue layouts, seasonal products, accessibility information, event possibilities and authentic guest experiences. Images should not materially misrepresent portion size, colour or presentation. Claims such as “organic,” “local,” “sustainable,” “healthy” or “award-winning” require evidence and careful qualification.

Online reviews function as both communication and operational intelligence. Managers should monitor review volume, rating patterns, recurring themes, response time and differences across platforms. A professional response acknowledges the reviewer’s experience, avoids disclosure of private details, corrects factual errors politely and indicates an appropriate action. Staff should never fabricate reviews, offer undisclosed incentives for positive ratings, intimidate critics or reveal confidential information in public replies.

Social media can support discovery, community building and real-time communication, but it also creates reputational exposure. A content calendar should be coordinated with capacity, menu availability and operational readiness. Viral attention is not automatically desirable if the operation cannot deliver the promoted experience. Escalation procedures are necessary for allegations involving food safety, discrimination, injury, harassment or other serious matters.

Promotions, Partnerships and Loyalty

Promotions should have a defined objective, target segment, time frame, cost limit and evaluation method. Objectives may include trial, demand stimulation in a weak daypart, introduction of a new product, advance booking or reactivation. Common instruments include prix fixe menus, early-booking benefits, bundles, tasting events, value-added packages, corporate rates and limited seasonal offers.

A promotion should be evaluated through incremental contribution rather than gross sales alone. The manager should ask how many purchases were genuinely additional, what customers would have bought without the offer, whether full-price demand was displaced, and whether operational costs increased. Terms must be clear, availability realistic and exclusions prominent enough to be understood.

Partnerships can extend reach and add value. Hotels may collaborate with theatres, airlines, universities, offices, tour operators, wedding planners, transport providers, local producers or payment platforms. A sound partnership defines customer ownership, brand standards, data sharing, commission, service responsibilities, complaint handling, cancellation and performance review. Partnership volume is not beneficial if the commission or operational burden removes contribution margin.

Loyalty programmes may use points, tiers, recognition, access, experiential rewards or personalised benefits. The best programmes reward behaviour that is valuable to both customer and business, such as off-peak visits, direct booking or repeat event enquiries. A programme should be easy to understand, financially funded, inclusive and respectful of privacy. Artificial expiry rules, hidden conditions or rewards that are practically unavailable erode trust.

Measurement and Managerial Control

Marketing and sales decisions require a balanced measurement system. Useful indicators include:

• reach, engagement and qualified enquiries;
• response time and enquiry-to-booking conversion;
• average spend, contribution margin and acquisition cost;
• occupancy, table turns and revenue by daypart;
• event conversion, cancellation, repeat-account rate and referral rate;
• repeat-visit rate, retention and inactive-customer reactivation;
• review volume, sentiment themes and service-recovery closure; and
• campaign return on investment and incremental contribution.

The metric must fit the objective. Engagement may be relevant for awareness but insufficient for judging profitability. A high conversion rate may result from heavy discounting. A high average spend may coexist with poor retention. Managers should compare performance with a baseline or control group where possible. For example, an offer can be tested in selected customer segments or periods while comparable segments receive normal communication. Results should be interpreted cautiously because seasonality, weather, events and competitor actions can affect outcomes.

A simple campaign return measure is:

Marketing ROI = (incremental contribution attributable to the campaign − campaign cost) ÷ campaign cost.

Attribution is difficult when customers encounter several channels. Managers should therefore combine quantitative indicators with qualitative evidence, operational feedback and customer research. Dashboards are useful only when they lead to decisions.

Technology, Automation and Artificial Intelligence

Digital reservation systems, point-of-sale platforms, customer databases, email tools, online ordering, reputation-management software and event-management systems can connect commercial and operational information. Integration may reveal, for example, that a promotion is generating demand at a time when kitchen capacity is already constrained.

Automation can support reservation confirmations, post-visit feedback, birthday messages, lead reminders, abandoned-enquiry follow-up and basic customer-service responses. Human oversight remains essential for exceptions, complaints, accessibility needs and emotionally sensitive situations. AI tools may assist with demand forecasting, customer segmentation, content drafting, sentiment analysis and offer testing. Their outputs depend on data quality and may reproduce bias, produce inaccurate claims or use personal data inappropriately.

Governance should include purpose limitation, consent where required, access controls, retention rules, audit trails, human review and a clear process for correcting customer data. Personalisation should feel useful rather than unsettling. A customer may appreciate a remembered dietary preference, but may object to an unexplained inference about health, income or personal circumstances.

Ethics, Regulation and Responsible Practice

Marketing communication must be truthful, substantiated and understandable. Prices, mandatory charges, taxes, availability, restrictions and significant conditions should not be concealed. Promotions must not exploit emergencies, children, financial distress or cultural vulnerabilities. Images and testimonials require appropriate permission and should not create a misleading impression.

Food and beverage businesses have a particular duty concerning allergens, food safety and dietary claims. Marketing must not encourage customers to disregard allergy risks or imply safety where cross-contact controls are uncertain. Staff communication should distinguish preference, intolerance and medically significant allergy without making unsupported promises.

Alcohol marketing requires special care. Communications should comply with applicable licensing and advertising rules, avoid targeting minors, avoid linking alcohol with sexual success or professional achievement, and should not encourage rapid or excessive consumption. Responsible-service policies, refusal procedures and staff training must be integrated with promotional planning.

Data protection is both a legal and ethical responsibility. Organisations should collect only necessary information, explain its use, obtain valid permission for direct marketing where required, provide opt-out mechanisms and protect data from unauthorised access. Buying lists or sending messages after consent has been withdrawn damages both compliance and trust.

Accessibility and inclusion should be considered in venue design, digital booking, language, menus, pricing and communications. A campaign that excludes customers with disabilities or makes dietary information inaccessible may be commercially and ethically deficient. Relationship management is strongest when it builds confidence rather than extracting attention.

Illustrative Case: The Riverside Hotel’s Integrated Banquet Strategy

Background

The Riverside Hotel operates a 120-seat restaurant, a lounge bar and three banquet rooms. Weekday restaurant demand is strong at lunch but weak after 15:00. The banquet department receives many enquiries but converts relatively few. Management has historically used broad social-media discounts and measured success by enquiries and total revenue.

Situation and problem

A review of twelve months of internal data showed that many banquet enquiries were answered slowly, proposals lacked clear inclusions, and sales staff offered discounts before understanding client requirements. The hotel also promoted a “premium local experience” while using inconsistent language across its website and partner listings. Customer reviews praised food quality but criticised slow responses and unclear charges.

Analysis

The management team mapped the customer journey from enquiry to post-event follow-up. It identified three priority segments: corporate meetings requiring speed and predictable pricing; weddings seeking personalisation and emotional reassurance; and local organisations requiring affordable off-peak space. Contribution analysis showed that some heavily discounted events generated revenue but little profit after staffing, room preparation and commission costs.

The team then created segment-specific value propositions. Corporate clients received a transparent half-day package with guaranteed response times. Wedding clients received a structured consultation, tasting appointment and named event coordinator. Local organisations received an off-peak package with minimum-spend conditions stated clearly. A CRM pipeline was introduced to record enquiry source, event date, decision stage, expected value, lost reason and follow-up responsibility.

Approach and strategy

The hotel replaced generic discounting with an integrated plan. Website pages were rewritten around event outcomes, capacity, menus, accessibility and transparent pricing assumptions. Sales staff adopted a qualification checklist and a standard proposal template. The restaurant launched a weekday afternoon pairing experience aimed at nearby office workers, using a limited menu that matched kitchen capacity. A theatre partnership generated pre-show reservations, with responsibilities and commission specified in writing.

After each event, the coordinator sent a feedback request and recorded service issues. Review responses were assigned to a manager, and serious complaints were escalated. A loyalty benefit provided priority enquiry handling and a modest value-added inclusion for repeat corporate clients rather than indiscriminate discounts. Monthly dashboards combined conversion, contribution, response time, repeat enquiries, review themes and event-cancellation data.

Outcome

Within the evaluation period, management observed faster enquiry handling, clearer customer expectations and improved coordination between sales and operations. Some low-margin enquiries were intentionally declined or repriced, while qualified corporate and wedding leads received more tailored attention. The afternoon restaurant offer produced stronger off-peak utilisation without requiring a broad price reduction. The hotel also discovered that a recurring complaint about billing came from inconsistent communication of service charges, leading to a change in proposal and invoice design.

The case does not imply that one strategy guarantees success in every hotel. Its central lesson is that marketing, sales, CRM and service delivery must be managed as one system. Better communication increased trust, while contribution analysis prevented apparent revenue growth from being mistaken for profitable growth.

Common Mistakes and Managerial Safeguards

Several errors recur in food and beverage marketing. Managers may pursue reach without a defined segment, copy competitors without a distinctive position, discount before understanding demand, reward sales volume without considering profitability, or treat social media as separate from operations. Others collect customer data without a clear purpose, send excessive messages, ignore negative reviews or assume that a high rating proves quality.

Safeguards include written campaign briefs, approval of claims, operational capacity checks, transparent terms, CRM access controls, staff training, post-campaign analysis and regular review of partner performance. Sales and operations should meet before major events, not only after failures. Incentives should balance revenue, margin, retention, guest satisfaction and compliance. Managers should also maintain a testing culture: small, measurable experiments are usually safer than broad unexamined campaigns.

Current Developments and Best-Practice Direction

Current practice is moving toward first-party customer relationships, more precise measurement, flexible offer design and experience-led content. Customers increasingly expect convenient digital booking, rapid responses, visible dietary information and communication that reflects their preferences without becoming intrusive. Businesses are also examining local sourcing, waste reduction, inclusive menus and responsible employment as elements of brand credibility.

The most durable approach is disciplined rather than merely fashionable. It combines a clear position, operationally credible promises, relevant segmentation, consultative selling, responsible personalisation, transparent measurement and effective service recovery. Technology can accelerate this system, but it cannot substitute for sound judgement, hospitality skill or ethical accountability.

Chapter Summary

Food and beverage marketing is the management of a complete value proposition involving product, price, place, promotion, people, process and physical evidence. STP helps managers select viable customer groups and create distinctive positioning. Customer-journey mapping links communication with the actual service experience, while consultative selling is especially valuable for banquets and catering.

CRM supports lawful, useful and profitable relationships through data, segmentation and coordinated follow-up. RFM analysis and CLV help allocate attention, but they must be interpreted alongside profitability, strategic value and fairness. Promotions, partnerships, loyalty programmes, social media and review management require clear objectives and measurement based on incremental contribution rather than superficial activity.

Digital systems and AI can improve personalisation, forecasting and workflow, but require human oversight, privacy protection and bias controls. Ethical practice demands truthful claims, transparent prices, responsible alcohol communication, accurate allergen information, accessibility and respect for customer consent. Integrated marketing succeeds when the promise made by sales is delivered by operations and converted into trust, repeat business and sustainable value.

Key Terms

Customer acquisition cost: The average cost of obtaining a new customer or account.

Customer lifetime value (CLV): The expected economic contribution from a customer over the relationship, less relevant costs.

Customer relationship management (CRM): The coordinated management of customer information, interactions and service processes.

Customer journey: The sequence of customer experiences from awareness through purchase, use and post-purchase contact.

Direct contribution: Revenue remaining after costs directly associated with a product, service or campaign are deducted.

First-party data: Information collected directly by an organisation through its own customer interactions and systems.

Loyalty programme: A structured scheme that encourages repeat behaviour through recognition, rewards or access.

Marketing funnel: Stages through which potential customers move from awareness to consideration, purchase and retention.

Moment of truth: A customer interaction that strongly influences perception of the organisation.

Positioning: The distinctive place a brand seeks to occupy in the target customer’s mind.

RFM analysis: Segmentation based on recency, frequency and monetary value of customer behaviour.

Relationship marketing: An approach focused on enduring customer value rather than isolated transactions.

Sales conversion: The proportion of qualified prospects or enquiries that become confirmed purchases.

Segmentation: The division of a market into groups with relevant similarities.

Service recovery: Actions taken to correct a failure and restore customer confidence.

Suggestive selling: Relevant recommendations that help customers choose additional or more suitable products.

Targeting: Selecting market segments that the organisation intends to serve.

Value proposition: A clear statement of the benefits and reasons a customer should choose an offering.

Review Questions

Short Answer Questions

1. Distinguish between marketing, sales and relationship management in a hotel food and beverage operation.

2. What are the three stages of STP, and why are they useful?

3. Define customer lifetime value and identify two variables used in its calculation.

4. What information can RFM analysis provide to a restaurant manager?

5. State two ethical requirements when responding to online reviews.

Long Answer Questions

1. Explain how the extended marketing mix can be applied to a hotel restaurant or bar.

2. Discuss the role of customer-journey mapping in banquet and catering sales.

3. Analyse the contribution of CRM and loyalty programmes to profitable relationship marketing.

4. Explain how promotions should be designed and evaluated using incremental contribution.

5. Discuss the ethical, privacy and responsible-service issues involved in digital food and beverage marketing.

Analytical / Application Questions

1. A bar receives strong social-media engagement but declining repeat visits and several complaints about aggressive upselling. Diagnose the problem and propose an integrated corrective plan.

2. A hotel banquet department has high enquiry volume but low conversion and low contribution margins. Design a sales-funnel, qualification and measurement approach for management.

3. A restaurant wants to use AI to personalise offers based on customer history. Evaluate the potential benefits, risks and governance controls before implementation.

22. Multiple Choice Questions with Answers

Question 1

Which statement best describes positioning in food and beverage marketing?

A. Dividing customers according to their visit frequency

B. Selecting the cheapest promotional channel

C. Creating a distinctive place for the brand in the target customer’s mind

D. Calculating the average cost of acquiring a customer

Correct Answer: C. Creating a distinctive place for the brand in the target customer’s mind

Question 2

A banquet salesperson asks about event purpose, guest profile, budget, timing and desired atmosphere before proposing a package. This is an example of:

A. Consultative selling

B. Undifferentiated marketing

C. Loss-leader pricing

D. Impersonal transaction processing

Correct Answer: A. Consultative selling

Question 3

Which measure is most appropriate for judging whether a discount campaign created profitable additional demand?

A. Total social-media impressions

B. Incremental contribution after campaign cost

C. Number of posts published

D. Total number of website visitors

Correct Answer: B. Incremental contribution after campaign cost

Question 4

In RFM analysis, a customer who visited recently, visits frequently and spends substantially would generally be classified as:

A. A high-priority relationship segment

B. A dormant customer

C. A prospect with no behavioural data

D. A low-value inactive customer

Correct Answer: A. A high-priority relationship segment

Question 5

Which practice is most consistent with responsible online-review management?

A. Offering undisclosed payments for five-star reviews

B. Publishing the reviewer’s private booking details

C. Ignoring all negative reviews to protect the rating

D. Acknowledging the concern and indicating an appropriate corrective action

Correct Answer: D. Acknowledging the concern and indicating an appropriate corrective action

Question 6

A loyalty programme provides rewards that customers cannot realistically redeem because of hidden restrictions. The main managerial problem is:

A. Excessive market segmentation

B. Erosion of trust through unclear programme design

C. Overinvestment in first-party data

D. Insufficient brand differentiation caused by staff uniforms

Correct Answer: B. Erosion of trust through unclear programme design

Question 7

Which item should normally be included in an ethically prepared banquet proposal?

A. Unstated mandatory charges

B. A promise that depends on unavailable capacity

C. Clear inclusions, exclusions, assumptions and cancellation terms

D. A deliberately low price with later undisclosed additions

Correct Answer: C. Clear inclusions, exclusions, assumptions and cancellation terms

Question 8

Why should CLV not be used as the sole basis for deciding how customers are treated?

A. It cannot ever include financial information

B. It may overlook fairness, future potential, referral value and data uncertainty

C. It measures only employee productivity

D. It automatically guarantees customer retention

Correct Answer: B. It may overlook fairness, future potential, referral value and data uncertainty

Question 9

A restaurant’s AI system recommends offers using inferred health information without clear customer permission. Which governance principle is most directly threatened?

A. Purpose limitation and privacy

B. Menu engineering

C. Physical evidence

D. Table-turn management

Correct Answer: A. Purpose limitation and privacy

Question 10

A theatre partnership sends customers to a hotel restaurant. Before launch, the hotel should most importantly clarify:

A. Only the colour of the partner’s logo

B. Customer ownership, commission, data sharing and complaint responsibilities

C. Whether all customers must receive the same meal

D. How to prevent customers from leaving reviews

Correct Answer: B. Customer ownership, commission, data sharing and complaint responsibilities