Digital Markets, Transformation and Strategy

Introduction

Digital marketing is not simply the use of social media, websites or online advertising. It is the planned use of digital technologies, data and connected channels to create value for customers and achieve organisational goals. Digital markets differ from traditional markets because information travels rapidly, customer participation is high, transactions can occur continuously, and competitors may enter from unexpected industries or locations.

Digital transformation therefore affects more than promotional communication. It changes how customers discover, evaluate and purchase products; how organisations compete; and how work is designed and delivered. A successful digital marketing strategy connects these changes to business priorities. It translates broad intentions such as “increase growth” or “improve customer loyalty” into measurable objectives, coordinated activities and evidence-based decisions.

This chapter introduces the strategic foundations required to understand digital markets and to design practical marketing objectives. It examines digital transformation, customer and competitive change, operational implications, SWOT and PESTLE analysis, the RACE framework, the digital marketing funnel, SMART objectives, and the relationship between strategy, implementation and measurement.

Learning Objectives

By the end of this chapter, you should be able to:

1. Explain the characteristics of digital markets and digital transformation.
2. Describe how digital change affects customers, competition and organisational operations.
3. Apply SWOT and PESTLE to a digital marketing situation.
4. Use the RACE framework and digital marketing funnel to organise marketing activity.
5. Translate business goals into SMART digital marketing objectives.
6. Recognise ethical, legal and operational risks in digital marketing.
7. Recommend a coherent digital marketing approach for a practical business case.

1. Digital Markets and Digital Transformation

1.1 What is a digital market?

A digital market is an environment in which digital technologies facilitate the exchange of information, products, services or value between buyers and sellers. A digital market may involve physical products, such as clothing ordered through an online retailer, or entirely digital products, such as software subscriptions, online courses and streaming services.

Digital markets commonly have five characteristics:

• Connectivity: Customers, organisations, devices and platforms can communicate through networks.
• Speed: Information, offers and customer responses can be exchanged almost immediately.
• Transparency: Customers can compare prices, features, reviews and alternatives more easily.
• Participation: Customers create content, provide reviews, share recommendations and influence brand reputation.
• Scalability: A digital service can often reach additional users at relatively low marginal communication cost, although infrastructure, fulfilment and support costs still exist.

These characteristics do not eliminate traditional marketing principles. Customers still have needs, perceived value and constraints. However, digital channels increase the number of interactions and make the customer journey more measurable and dynamic.

1.2 Digitisation, digitalisation and digital transformation

The terms digitisation, digitalisation and digital transformation describe related but different processes.

• Digitisation converts analogue information into digital form. Scanning a paper customer record is an example.
• Digitalisation uses digital tools to improve an existing process. An online booking system that replaces telephone scheduling is an example.
• Digital transformation involves substantial organisational change in strategy, capabilities, processes, culture and value creation. A hotel that uses a digital platform, dynamic pricing, customer data, automated service and redesigned employee roles is undergoing transformation.

Digital transformation is therefore not equivalent to purchasing software. It requires the organisation to reconsider how it creates and delivers value. Technology is an enabler, but leadership, skills, governance and customer understanding determine whether transformation creates results.

1.3 Sources of digital value

Digital organisations may create value through several mechanisms:

1. Convenience: Customers can search, order, pay and obtain support at times and locations that suit them.
2. Personalisation: Data can be used to tailor content, recommendations or service, within ethical and legal limits.
3. Access: Digital channels can connect customers with products, experts and communities that were previously difficult to reach.
4. Participation: Reviews, communities and user-generated content can strengthen trust and product improvement.
5. Coordination: Digital systems can connect marketing, sales, inventory, logistics and customer service.
6. Learning: Organisations can test activities and use behavioural evidence to improve decisions.

Digital value is not automatically positive. Poorly designed personalisation may feel intrusive, data collection may create privacy risks, and excessive automation may reduce human support. Strategic judgement is required.

2. How Digital Transformation Changes Customers

2.1 The informed and connected customer

Customers can now compare alternatives before contacting a seller. Search engines, review platforms, social networks, comparison sites and online communities distribute information beyond the organisation’s control. The customer may encounter a brand through a recommendation, a creator, a search result, an advertisement, a marketplace or an employee’s post.

The customer is also more active. Rather than receiving a one-way message, customers may ask questions, publish reviews, create videos, join communities and publicly evaluate service experiences. This means that brand reputation is co-created through interactions among the organisation, customers and wider stakeholders.

2.2 Changes in the customer journey

The traditional purchase funnel suggested a relatively linear movement from awareness to interest, desire and action. Digital journeys are less predictable. A customer may see an advertisement, read reviews, visit a competitor, ask a friend, return through an email and purchase through a mobile device. After purchase, the customer may become an advocate or a critic.

Important changes include:

• Non-linearity: Customers move between stages and channels rather than following one fixed sequence.
• Multiple devices: Research may begin on a phone and finish on a laptop or in a physical store.
• Always-on expectations: Customers may expect rapid responses and convenient self-service.
• Experience integration: Marketing, website performance, delivery and customer service all influence perceived value.
• Community influence: Other users may be more persuasive than official brand claims.

The funnel remains useful as a planning device, but it should not be treated as a complete description of human behaviour.

2.3 Data and customer insight

Digital interactions generate data about searches, visits, clicks, purchases, responses and service requests. Organisations can use this information to identify patterns and improve relevance. However, data is not the same as insight. Data requires appropriate collection, interpretation, context and action.

A responsible organisation asks:

• Was the data collected lawfully and fairly?
• Is it necessary for the stated purpose?
• Is the data accurate and sufficiently representative?
• Could analysis disadvantage particular groups?
• Can customers understand and control how their data is used?

The reduction of third-party cookies, growing privacy expectations and platform restrictions make first-party relationships increasingly important. First-party data is information collected directly from customers or prospects, such as consented email preferences or purchase history. It remains subject to privacy, security and purpose-limitation obligations.

3. How Digital Transformation Changes Competition

3.1 Lower barriers and wider competition

Digital channels allow smaller organisations to reach specialised audiences without maintaining an extensive physical distribution network. At the same time, established organisations can enter new markets rapidly. Competition may therefore come from an online start-up, a platform, a subscription service or an organisation from an adjacent industry.

Digital competition is often based on more than product features. Important dimensions include:

• customer experience;
• speed and convenience;
• trust and reputation;
• data and personalisation capabilities;
• platform access and network effects;
• content and community;
• delivery, support and retention.

3.2 Platforms and network effects

A platform connects two or more groups, such as buyers and sellers, drivers and passengers, or learners and instructors. Its value may increase as more participants join. This is known as a network effect. Network effects can produce rapid growth, but they can also create dependence on a small number of powerful platforms.

Organisations should distinguish between having a digital presence and owning a customer relationship. A business that relies entirely on a social platform may benefit from reach but face algorithm changes, rising advertising costs or restricted access to customer data. A balanced strategy uses external platforms while developing owned assets such as a website, customer database, email permission and distinctive content.

3.3 Competitive intelligence

Digital competition can be studied through publicly available information, including search visibility, content themes, customer reviews, pricing, user experience and advertising presence. Ethical competitive intelligence does not involve unauthorised access, deception or misuse of confidential information. Its purpose is to identify customer expectations and strategic gaps, not merely to copy competitors.

4. How Digital Transformation Changes Operations

Marketing performance depends on operations. A compelling campaign cannot compensate for unavailable stock, slow delivery, inaccurate information or poor support.

Digital transformation may change operations in the following ways:

• Integrated systems: Customer relationship management, commerce, inventory and analytics systems can share information.
• Automation: Routine tasks such as confirmation emails, lead routing and appointment reminders can be automated.
• Real-time decision-making: Dashboards may provide faster information about demand and campaign response.
• Agile experimentation: Teams can test content, offers or journeys and learn from results.
• Remote and distributed work: Digital collaboration tools change team structures and communication.
• Service redesign: Chatbots, knowledge bases and self-service portals can handle common requests.

Automation should be judged by customer and organisational value, not by novelty. A chatbot that cannot resolve simple problems or transfer customers to a human may reduce satisfaction. Similarly, an automated campaign may scale an inaccurate assumption. Human review, quality control and escalation procedures remain essential.

4.1 Organisational capabilities

A digitally capable organisation typically develops:

1. Strategic capability: A clear link between technology, customer value and business priorities.
2. Analytical capability: The ability to define, collect, interpret and act on relevant evidence.
3. Creative capability: The ability to produce useful, accessible and distinctive content.
4. Technical capability: Skills in platforms, data, security, integration and measurement.
5. Cultural capability: Willingness to learn, test, collaborate and respond to evidence.
6. Governance capability: Policies for privacy, consent, accessibility, security and accountability.

5. Strategic Analysis: PESTLE and SWOT

5.1 PESTLE analysis

PESTLE examines external factors that may affect an organisation. It is a scanning framework, not a prediction machine.

A useful PESTLE analysis identifies the likely impact and strategic relevance of each factor. For example, a new privacy regulation is not merely a legal fact; it may require changes to consent design, data storage, measurement and campaign planning.

5.2 SWOT analysis

SWOT combines internal and external assessment:

• Strengths: Internal capabilities or assets that support objectives.
• Weaknesses: Internal limitations that reduce effectiveness.
• Opportunities: External conditions that may be exploited.
• Threats: External conditions that may create risk.

SWOT is most useful when it leads to choices. A strength such as a loyal customer base may support an opportunity to launch a referral programme. A weakness such as poor mobile usability may prevent the organisation from benefiting from increased mobile search. A threat such as rising paid-media costs may encourage investment in retention and owned channels.

SWOT should avoid vague statements. “Good brand” is weaker than “high repeat-purchase rate among existing customers,” because the latter can be investigated and connected to action.

5.3 Linking PESTLE and SWOT

PESTLE primarily examines the external environment, while SWOT integrates external conditions with internal capabilities. A practical sequence is:

1. Scan the macro-environment using PESTLE.
2. Identify market and competitor implications.
3. Assess internal strengths and weaknesses.
4. Select strategic priorities.
5. Convert priorities into measurable objectives.

6. RACE and the Digital Marketing Funnel

6.1 The RACE framework

RACE organises digital marketing activity into four connected stages:

• Reach: Build awareness and attract relevant audiences through search, advertising, public relations, social content, partnerships and other channels.
• Act: Encourage interaction or consideration, such as visiting a product page, downloading a guide, watching a demonstration or adding an item to a basket.
• Convert: Turn a prospect into a customer, subscriber, donor or other defined outcome.
• Engage: Build loyalty, repeat use, advocacy and long-term value through service, content, personalisation and community.

Some versions of RACE include an initial planning stage, often called Plan, before Reach. RACE is a management framework rather than a claim that every customer progresses in a fixed order.

6.2 The funnel as a planning model

The funnel describes the gradual movement of a broad audience towards a narrower set of customers and advocates. Typical stages are:

A narrow focus on conversion can produce short-term sales while weakening trust, retention and future demand. Conversely, awareness without a path to action may produce attention without business value. Effective planning connects stages.

7. Translating Business Goals into SMART Objectives

7.1 From goals to objectives

A business goal expresses a desired direction, such as “grow the online service” or “improve customer loyalty.” A marketing objective specifies what marketing will achieve, for whom, by how much and by when.

A useful hierarchy is:

Business goal → Marketing objective → Strategy → Tactics → Metrics and targets

For example:

• Business goal: Increase revenue from the online service.
• Marketing objective: Increase qualified online subscriptions by 15% in the next six months.
• Strategy: Improve acquisition and onboarding for a defined customer segment.
• Tactics: Search content, landing-page testing, email onboarding and referral activity.
• Metrics: Qualified traffic, conversion rate, subscriptions, activation and retention.

Marketing should not claim responsibility for outcomes it cannot influence. Revenue may also depend on pricing, product quality, sales capacity and fulfilment. Objectives should therefore clarify marketing’s contribution and its assumptions.

7.2 SMART objectives

A SMART objective is:

• Specific: It identifies the audience, behaviour and outcome.
• Measurable: Progress can be assessed with a defined indicator.
• Achievable: It is realistic given resources and constraints.
• Relevant: It supports a meaningful business priority.
• Time-bound: It includes a deadline or review period.

Weak objective: “Get more engagement on social media.”

Stronger objective: “Increase the average monthly number of qualified enquiries from the target segment by 20% between April and September, while maintaining a cost per enquiry below the approved limit.”

The stronger version identifies an outcome, audience, amount, time period and efficiency constraint. It may still require definitions: what counts as qualified, which channels are included, and how attribution will be assessed.

7.3 Useful marketing measures

Several basic measures help connect activity to objectives. Their definitions must be agreed before reporting.

A conversion rate may use visits, clicks, leads or another denominator. The denominator must be stated because different choices produce different results.

These measures are ratios, not complete evaluations. They do not by themselves establish causation, profitability or customer value. For example, attributed revenue may exclude fulfilment costs, product margins or future retention. Attribution also depends on the chosen model and data quality.

Worked example. A campaign receives 40,000 impressions, 1,200 clicks and 60 purchases. Its click-through rate is (1,200 ÷ 40,000) × 100 = 3%. If the campaign cost £1,800, cost per acquisition is £1,800 ÷ 60 = £30. If attributed revenue is £5,400, return on advertising spend is £5,400 ÷ £1,800 = 3. The calculations describe performance, but management must still ask whether the purchases were profitable and whether the campaign caused them.

8. Building a Coherent Digital Marketing Strategy

A practical strategy can be developed through the following sequence:

Step 1: Clarify the business situation

Identify the organisation’s purpose, commercial model, products, customers, competitors, resources and constraints. Establish whether the priority is acquisition, retention, market entry, awareness, service improvement or another outcome.

Step 2: Understand the audience

Use research to identify customer needs, problems, motivations, barriers, media behaviours and decision criteria. Personas can organise evidence, but they should not become stereotypes. Segmentation may be based on needs, behaviour, value, context or lifecycle stage.

Step 3: Analyse the environment

Use PESTLE to scan external change and SWOT to connect external conditions with internal capabilities. Prioritise issues according to likely impact and organisational ability to respond.

Step 4: Define positioning and value proposition

A value proposition explains why a chosen audience should select the organisation rather than an alternative. It should be credible, distinctive and supported by the actual product and service experience.

Step 5: Set SMART objectives

Select a small number of objectives linked to RACE stages. Define targets, time periods, measurement sources, owners and assumptions.

Step 6: Choose the channel mix

Select channels according to audience behaviour, objective, content requirements, cost, control and measurement. Owned, earned, shared and paid media should be considered together rather than treated as isolated activities.

Step 7: Design the customer experience

Review the full journey, including landing pages, forms, payment, delivery, accessibility, service and post-purchase communication. Remove friction and ensure that promises made in advertising are fulfilled.

Step 8: Implement, test and learn

Use a test-and-learn approach. Change one important element where possible, define a success measure, allow an appropriate observation period, and document the result. Testing should not replace strategic thinking; it should improve decisions under uncertainty.

9. Illustrative Case: GreenBite Meal Kits

Background

GreenBite is a fictional small business selling vegetarian meal kits in one metropolitan region. It has a good reputation among existing customers but limited brand awareness. Its website receives traffic from social media, yet many visitors leave without purchasing. Management wants profitable growth without competing solely through discounts.

Problem

The business goal is to increase recurring subscription revenue. Initial discussion suggests three issues: weak search visibility, an unclear mobile checkout process and limited follow-up after first purchase. The business has a small marketing budget and cannot offer nationwide delivery.

Analysis

A brief PESTLE scan identifies rising interest in convenient sustainable food, potential household budget pressure, changing privacy expectations and growing competition from national subscription services. SWOT identifies strengths in recipe quality, local sourcing and customer satisfaction; weaknesses in limited awareness, low analytical capability and a complicated checkout; opportunities in local search, referral marketing and retention; and threats from large platforms, price competition and delivery disruptions.

Using RACE, the gaps are:

• Reach: insufficient discovery by local customers searching for meal solutions.
• Act: product pages do not clearly communicate flexibility, price and delivery areas.
• Convert: mobile checkout contains unnecessary steps.
• Engage: new customers receive no structured onboarding or referral prompt.

Approach

GreenBite sets the following SMART objectives for a four-month pilot:

1. Increase qualified local website sessions by 25% compared with the previous four-month period.
2. Increase the mobile purchase conversion rate from 2.0% to 2.5% while maintaining customer service standards.
3. Achieve a 10% repeat-purchase rate among first-time customers within 60 days.

The organisation creates local search content, improves product-page clarity, shortens checkout, adds consent-based onboarding emails and introduces a referral message after successful delivery. It tracks qualified sessions, mobile conversion, first-to-second purchase rate, complaints and contribution margin. It does not judge success using impressions alone.

Outcome

After the pilot, qualified traffic rises, but conversion improves only modestly. Review shows that delivery-slot availability, rather than checkout length, is the main remaining barrier. The organisation therefore prioritises operations and delivery capacity before increasing media spend. This illustrates an important strategic principle: marketing evidence can reveal an operational problem, and the appropriate response may not be another campaign.

Learning points

• Objectives should connect activity with business value.
• RACE helps identify gaps across the whole customer lifecycle.
• SWOT is useful when it leads to choices and priorities.
• Customer experience and operations influence marketing outcomes.
• A campaign should be evaluated with financial, behavioural and service measures.

10. Ethics, Governance and Limitations

Digital marketing creates responsibilities as well as opportunities. Organisations should obtain appropriate consent where required, explain data practices clearly, protect personal information and provide meaningful choices. They must follow applicable privacy, consumer-protection, advertising, electronic-communications and accessibility requirements. Rules differ by jurisdiction, so professional practice requires checking current legal guidance rather than relying on general assumptions.

Common ethical risks include:

• hidden sponsorship or misleading influencer content;
• manipulative interface design, sometimes called dark patterns;
• excessive targeting of vulnerable people;
• discriminatory algorithmic decisions;
• insecure storage or unauthorised sharing of data;
• inaccessible websites and content;
• misleading environmental or performance claims;
• automated decisions without explanation or human review.

Artificial intelligence can support segmentation, content drafting, customer-service triage, forecasting and experimentation. It can also produce inaccurate, biased or unsuitable outputs; expose confidential information; and make accountability unclear. Human oversight, approved data practices, fact-checking, transparency and escalation are necessary. AI should support a clearly defined objective rather than be adopted because it is fashionable.

Framework limitations also matter. PESTLE can become a list without prioritisation. SWOT can be subjective and may confuse internal and external factors. RACE and funnels simplify complex, recursive journeys. SMART objectives can encourage narrow optimisation if targets are poorly selected. Metrics can be manipulated or misinterpreted through vanity measures, weak attribution and incomplete data. Good strategy combines frameworks with research, judgement and continuous review.

Best-Practice Checklist

Before approving a digital marketing plan, ask:

1. Is the business problem clearly defined?
2. Is the target audience based on evidence rather than assumption?
3. Have internal capabilities and external changes been assessed?
4. Does each objective meet the SMART criteria?
5. Are RACE stages connected rather than managed in isolation?
6. Does the customer experience fulfil the marketing promise?
7. Are measures, denominators, data sources and owners specified?
8. Are privacy, accessibility, security and advertising requirements addressed?
9. Are operational constraints included in the plan?
10. Is there a process for learning and changing course?

Chapter Summary

Digital markets are characterised by connectivity, speed, transparency, participation and scalability. Digital transformation goes beyond converting information or automating an existing task: it changes how organisations create value, compete and operate. Customers are more informed, connected and participative, while competition may come from platforms, start-ups and adjacent industries. Marketing outcomes depend increasingly on operations such as fulfilment, service, data management and system integration.

PESTLE provides a structured scan of political, economic, social, technological, legal and environmental conditions. SWOT connects internal strengths and weaknesses with external opportunities and threats. RACE organises activity across Reach, Act, Convert and Engage, while the funnel provides a simplified view of movement from awareness to advocacy. Neither framework should be treated as a perfectly linear description of behaviour.

Business goals become useful marketing plans when they are translated into SMART objectives that specify an outcome, audience, measure, target, time period and relevant constraints. Measures such as conversion rate, click-through rate, cost per acquisition and return on advertising spend require clearly defined denominators and careful interpretation. Effective digital strategy combines customer insight, environmental analysis, channel selection, experience design, ethical governance and continuous learning.

Key Terms

Digital market: A market in which digital technologies facilitate exchanges of information, products, services or value.

Digitisation: Conversion of analogue information into digital form.

Digitalisation: Use of digital tools to improve an existing process.

Digital transformation: Organisation-wide change in strategy, capabilities, processes and value creation enabled by digital technology.

Customer journey: The stages and interactions through which a person discovers, evaluates, purchases and experiences an offering.

First-party data: Information collected directly by an organisation from its customers or prospects.

Platform: A digital system that connects two or more groups of participants.

Network effect: A condition in which the value of a service changes as the number of participants changes.

PESTLE: A framework for analysing political, economic, social, technological, legal and environmental factors.

SWOT: A framework analysing strengths, weaknesses, opportunities and threats.

RACE: A digital marketing framework comprising Reach, Act, Convert and Engage.

Marketing funnel: A simplified model of movement from awareness through consideration and conversion to retention or advocacy.

SMART objective: An objective that is specific, measurable, achievable, relevant and time-bound.

Conversion rate: The percentage of relevant opportunities that produce a defined conversion.

Click-through rate: The percentage of impressions that result in clicks.

Cost per acquisition: Campaign cost divided by attributed acquisitions.

Attribution: The method used to assign credit for an outcome to marketing interactions.

Owned media: Channels controlled by the organisation, such as its website or email database.

Earned media: Exposure gained through publicity, reviews, recommendations or other unpaid attention.

Dark pattern: An interface design that manipulates or pressures users into choices they may not otherwise make.

Review Questions

Short Answer Questions

1. Distinguish between digitisation, digitalisation and digital transformation.
2. Identify four characteristics of digital markets.
3. What is the purpose of PESTLE analysis?
4. Explain the four stages of the RACE framework.
5. What makes a marketing objective SMART?

Long Answer Questions

1. Explain how digital transformation changes customers, competition and operations.
2. Compare SWOT and PESTLE, including the circumstances in which each is most useful.
3. Discuss why the digital marketing funnel remains useful despite non-linear customer journeys.
4. Explain how a business goal can be translated into a marketing strategy and measurable objectives.
5. Evaluate the ethical and governance issues associated with customer data and artificial intelligence in digital marketing.

Analytical / Application Questions

1. A local fitness studio has strong customer reviews but weak online visibility and a complicated mobile booking process. Apply SWOT and RACE to recommend three priorities.
2. Write two SMART objectives for an online retailer whose business goal is to increase repeat purchases, and identify an appropriate measure for each objective.
3. A campaign has high reach but low conversion. Analyse at least three possible causes across the customer journey and recommend evidence that should be collected before changing the campaign.

Multiple Choice Questions with Answers

Question 1

Which statement best distinguishes digital transformation from digitisation?

A. Digitisation always requires artificial intelligence.

B. Digital transformation changes organisational value creation, capabilities and processes, while digitisation converts analogue information into digital form.

C. Digital transformation applies only to advertising activity.

D. Digitisation is a broader organisational change than transformation.

Correct Answer: B. Digital transformation changes organisational value creation, capabilities and processes, while digitisation converts analogue information into digital form.

Question 2

Which PESTLE category includes privacy and consumer-protection requirements?

A. Political

B. Economic

C. Legal

D. Environmental

Correct Answer: C. Legal

Question 3

In the RACE framework, encouraging a prospect to download a guide is primarily part of which stage?

A. Reach

B. Act

C. Convert

D. Engage

Correct Answer: B. Act

Question 4

Which is the strongest SMART objective?

A. Improve social media soon.

B. Become more popular online.

C. Increase qualified local enquiries by 20% between April and September while keeping cost per enquiry below the approved limit.

D. Post more content every week.

Correct Answer: C. Increase qualified local enquiries by 20% between April and September while keeping cost per enquiry below the approved limit.

Question 5

A campaign generates 80 purchases from 2,000 relevant website visits. What is its conversion rate?

A. 2%

B. 4%

C. 25%

D. 40%

Correct Answer: B. 4%

Question 6

Which item is an internal weakness in a SWOT analysis?

A. A new competitor entering the market

B. A change in privacy regulation

C. A small organisation’s limited analytics capability

D. Growing demand for convenient delivery

Correct Answer: C. A small organisation’s limited analytics capability

Question 7

Why should a business avoid relying entirely on a social media platform?

A. Social platforms cannot reach customers.

B. Platform algorithms, costs and data-access rules may change outside the business’s control.

C. Owned media are always free.

D. Social media cannot support customer engagement.

Correct Answer: B. Platform algorithms, costs and data-access rules may change outside the business’s control.

Question 8

If advertising cost is £2,000 and attributed revenue is £6,000, what is return on advertising spend?

A. 0.33

B. 2

C. 3

D. 8,000

Correct Answer: C. 3

Question 9

Which practice best supports responsible use of marketing data?

A. Collecting all available data without informing customers

B. Using data for unrelated purposes without review

C. Explaining data use, protecting information and collecting only what is necessary for the stated purpose

D. Allowing automated systems to make all decisions without oversight

Correct Answer: C. Explaining data use, protecting information and collecting only what is necessary for the stated purpose

Question 10

A campaign receives high reach but few purchases. Which response is most strategically appropriate first?

A. Assume the campaign is successful because impressions are high.

B. Increase spending immediately without further investigation.

C. Examine consideration, user experience, offer relevance and operational barriers across the journey.

D. Stop measuring performance.

Correct Answer: C. Examine consideration, user experience, offer relevance and operational barriers across the journey.