Situation Analysis, Segmentation and Communication ObjectivesIntroductionAdvertising and sales promotion are most effective when they are based on diagnosis rather than intuition. Before deciding what to say, where to say it, or what incentive to offer, marketers must understand the market situation, customer needs, competitive alternatives, category dynamics and the organisation’s communication capability. Situation analysis converts scattered information into a strategic interpretation of the problem. Segmentation and targeting then determine whose behaviour should change, while positioning establishes the meaning the brand should occupy in the target audience’s mind. Finally, communication objectives translate business intentions into measurable changes in awareness, attitudes, engagement and behaviour. This chapter presents an integrated planning process. It treats communication planning as a form of managerial problem solving: audit the situation, identify attractive and reachable audiences, understand their journeys, formulate a differentiated position, and specify objectives that can be evaluated. Learning ObjectivesBy the end of this chapter, the learner should be able to: - Conduct market, customer, competitor, category and communication audits.
- Distinguish facts, interpretations, assumptions and strategic implications.
- Segment markets using meaningful behavioural, demographic, psychographic and contextual variables.
- Develop evidence-based personas and customer journey maps.
- Evaluate segments and select target audiences.
- Formulate positioning statements and value propositions.
- Translate business goals into measurable communication and behavioural objectives.
- Select appropriate metrics while recognising attribution, privacy and ethical limitations.
1. The Strategic Logic of Situation AnalysisA situation analysis is a systematic assessment of internal and external factors that influence marketing performance. It is not a collection of facts. Its purpose is to answer five questions: - What is happening in the market and category?
- Why is it happening?
- Which customers and occasions offer the greatest opportunity?
- What can competitors and the organisation realistically deliver?
- What communication problem should be solved?
A useful analytical discipline separates four layers: | Layer | Meaning | Example |
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| Evidence | Observed or verified information | Repeat purchase fell from the previous quarter | | Interpretation | Explanation of evidence | Customers may be switching after trial | | Implication | Strategic meaning | Retention deserves priority over broad awareness | | Decision | Action to be taken | Develop an onboarding and replenishment programme |
This distinction prevents a common error: treating an assumption as if it were a fact. For example, “young consumers dislike the brand” may actually mean that a small social-media sample expressed dissatisfaction. The sample, measure and context must be examined before a major budget decision is made. 1.1 The five-audit architectureA comprehensive audit normally includes five connected perspectives: - Market audit: market size, growth, demand patterns, regulation, technology, distribution and macroeconomic conditions.
- Customer audit: needs, motivations, barriers, decision criteria, usage occasions, loyalty, switching and media behaviour.
- Competitor audit: direct and indirect competitors, propositions, price, availability, promotional intensity, creative codes and customer experience.
- Category audit: category conventions, rules of choice, penetration, purchase frequency, substitute categories and emerging usage occasions.
- Communication audit: previous campaigns, audience reach, message consistency, channel performance, brand assets, sales-promotion effects and measurement quality.
These audits should not be conducted independently. A competitor’s discount may matter only because category purchase frequency is falling; a weak campaign may reflect poor distribution rather than poor creative work. 2. Conducting the Audits2.1 Market auditThe market audit establishes the commercial environment. It may examine total market volume and value, growth, seasonality, geographic variation, channel structure, customer concentration and economic conditions. External frameworks such as PESTLE—political, economic, social, technological, legal and environmental factors—can organise scanning, but they do not replace evidence or judgement. Useful sources include industry reports, regulatory publications, retail data, search trends, customer research, internal sales records and distributor interviews. Analysts should record the date, source, method and limitations of each observation. Market size estimates can differ because one source measures retail value while another measures manufacturer shipments. The central managerial question is not simply “How large is the market?” but “Where is profitable, defendable and reachable demand likely to arise?” A growing market can still be unattractive if margins are declining, entry barriers are low or customer acquisition costs are excessive. 2.2 Customer auditA customer audit examines both the buyer and the user. In business markets, the economic buyer, technical evaluator, user and procurement gatekeeper may be different people. In consumer markets, the purchaser may buy for a household member. The audit should therefore identify roles, not merely demographic descriptions. Important areas include: - functional and emotional needs;
- desired outcomes and anxieties;
- purchase triggers and barriers;
- information sources and trust relationships;
- usage and consumption occasions;
- price sensitivity and promotion response;
- post-purchase satisfaction and complaints;
- switching costs and loyalty mechanisms.
Research methods should be mixed. Quantitative surveys estimate incidence and relationships; interviews and observation reveal language, context and unmet needs; behavioural data shows what people actually do. Social listening can identify recurring concerns, but vocal online participants should not automatically be treated as representative customers. 2.3 Competitor auditCompetitor analysis must include more than advertising review. A competitor may be direct, serving the same need with a similar product, or indirect, solving the problem through a different category. A streaming service competes not only with other streaming services but also with gaming, social media and live entertainment for discretionary time. A competitor scorecard can compare: | Dimension | Questions |
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| Customer | Which segment and occasion are emphasised? | | Proposition | What benefit and reason to believe are offered? | | Price and promotion | What value architecture and incentives are used? | | Availability | Where and how easily can the offer be obtained? | | Experience | What happens before, during and after purchase? | | Communication | Which claims, symbols, channels and appeals recur? | | Capability | Which assets or partnerships are difficult to imitate? |
The objective is not to copy competitors. It is to identify points of parity required for credibility and points of difference capable of creating preference. 2.4 Category auditBrands are judged within categories, and category meanings influence how people interpret communication. A category audit studies entry points—situations in which a buyer may consider the category—along with category rules, expected benefits, distinctive assets and common objections. For example, a premium meal-delivery service may discover that “healthy weekday convenience” is a more useful category entry point than the broad demographic label “urban professionals.” Category analysis also reveals whether a communication plan should grow the category, shift share, increase frequency, recruit new users or defend existing customers. 2.5 Communication auditA communication audit reviews all brand contacts, not only paid advertising. It includes websites, retail displays, sales representatives, packaging, email, social media, public relations, customer service and promotional mechanics. The audit should evaluate: - strategic consistency across touchpoints;
- clarity and credibility of the promise;
- distinctive brand assets;
- reach, frequency and audience quality;
- engagement and conversion evidence;
- message wear-out and creative variation;
- sales-promotion dependency;
- data quality and attribution assumptions.
A campaign may generate high click-through rates while producing little profitable behaviour. Conversely, brand advertising may have weak immediate response but contribute to future consideration. Evaluation must therefore connect communication measures to customer and business outcomes without assuming that every outcome is caused by the campaign. 3. From Data to DiagnosisStrategic analysis benefits from a structured “so what?” process. Begin with evidence, identify patterns, test alternative explanations, and state the implication for action. SWOT analysis can summarise internal strengths and weaknesses and external opportunities and threats, but it is often weak when it becomes a list. Each item should be linked to evidence and a decision. A stronger diagnostic statement follows this pattern: Because [evidence], [audience] is experiencing [barrier or opportunity], therefore the brand should [strategic response], measured by [indicator]. Example: “Because first-time buyers understand the product benefit but abandon during setup, new customers need guided onboarding; therefore communication should reduce perceived effort during the first seven days, measured by completed setup and second-use rates.” Analysts should also distinguish correlation from causation. If sales rise after an advertisement, the increase may reflect distribution expansion, seasonality, competitor stock-outs or a price change. Experiments, matched-market designs, pre/post comparisons with controls and econometric analysis can strengthen inference, although no method eliminates all uncertainty. 4. Segmentation: Dividing a Heterogeneous MarketMarket segmentation groups customers who are sufficiently similar in needs, behaviours or responses that a distinct marketing approach may be justified. A segment is strategically useful only when it is identifiable, substantial or valuable, reachable, responsive and compatible with organisational capability. 4.1 Bases of segmentation| Basis | Examples | Strategic use |
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| Geographic | Region, climate, urbanity | Adapt distribution or context | | Demographic | Age, income, household, occupation | Estimate size and media access | | Psychographic | Values, lifestyle, identity, risk orientation | Develop resonant appeals | | Behavioural | Usage, loyalty, purchase frequency, response | Tailor offers and retention | | Needs-based | Desired outcome, barrier, benefit sought | Build propositions | | Contextual | Occasion, location, device, time, life stage | Improve relevance | | Firmographic | Industry, size, buying centre, revenue | Segment business markets |
Demographics are easy to obtain but often poor explanations of motivation. Needs-based and behavioural variables usually have stronger strategic value, while demographic and geographic variables may assist media selection and operational targeting. 4.2 Segmentation qualityA segment should be: - Measurable: its size, characteristics and response can be estimated.
- Substantial: it offers sufficient value relative to the cost of serving it.
- Accessible: the organisation can reach and serve it through appropriate channels.
- Differentiable: it responds differently from other segments.
- Actionable: the organisation can design a relevant offer and communication plan.
- Stable enough: it will not disappear before the plan can operate.
Over-segmentation creates complexity, inconsistent brand meaning and inefficient media buying. Under-segmentation produces generic communication that reflects no meaningful customer tension. 4.3 Target-market selectionCommon targeting strategies are: - Undifferentiated targeting: one broad offer and message.
- Differentiated targeting: tailored propositions for several segments.
- Concentrated targeting: focus on one or a few segments.
- Micromarketing: personalisation by account, location, individual or context.
Selection should consider segment attractiveness and strategic fit. A simple decision matrix can score dimensions such as growth, profitability, competitive intensity, accessibility, brand fit and capability. Scores do not create objective truth; they make assumptions visible and open to challenge. 5. Personas and Customer JourneysA persona is a research-based representation of a strategically important audience. It should synthesise patterns, not invent a fictional biography. A useful persona includes the person’s situation, goals, barriers, decision criteria, information behaviour, emotional context, current alternatives and likely response to the brand. A weak persona says: “Riya, 28, likes travel and coffee.” A stronger persona says: “A time-poor first-time buyer who values convenience but distrusts unfamiliar subscription commitments; she seeks peer reassurance, compares cancellation terms and needs a low-risk first experience.” Personas should identify evidence sources and confidence levels. They should not reinforce stereotypes or conceal important differences within a group. A customer journey maps stages such as: - Need recognition or problem emergence.
- Passive or active awareness.
- Consideration and information search.
- Evaluation and choice.
- Purchase or adoption.
- Use, support and experience.
- Retention, advocacy or switching.
For each stage, identify customer questions, touchpoints, emotions, friction, brand action and measurement. The journey is not always linear. Customers may enter through a recommendation, return after abandonment, or use several channels simultaneously. A journey map is most valuable when it reveals a neglected “moment of truth.” For example, advertising may create strong interest while unclear delivery terms prevent purchase. In that case, more awareness may be less valuable than simplifying information at the decision stage. 6. Positioning and Value PropositionPositioning is the deliberate design of a brand’s meaning relative to alternatives in the target audience’s mind. It is not merely a slogan. A positioning statement normally specifies the target audience, frame of reference, functional or emotional benefit, reason to believe and distinctive value. A useful template is: For [target audience] who [need or situation], [brand] is the [frame of reference] that [benefit], because [reason to believe]. Unlike [alternative], it [distinctive difference]. The statement is an internal strategic tool; consumer-facing communication may use simpler language. Effective positioning is relevant, distinctive, credible, sustainable and consistent with the actual experience. A dramatic claim that cannot be delivered damages trust. Positioning may be analysed through perceptual maps, but maps based only on stated similarity can oversimplify markets. The dimensions must be meaningful to customers, and the map should be complemented by behavioural and financial evidence. 7. Communication ObjectivesCommunication objectives specify the change that communication is expected to produce. They should not be confused with business objectives. “Increase revenue” is a business objective; “increase qualified consideration among lapsed users” is a communication objective; “increase repeat purchase within 60 days” is a behavioural objective. A practical hierarchy is: | Level | Examples |
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| Business | Revenue, margin, market share, retention | | Behavioural | Trial, purchase, repeat use, referral, enquiry | | Communication | Awareness, comprehension, belief, preference, intention | | Contact/media | Reach, exposure, video completion, visits |
The hierarchy should show how lower-level measures contribute to higher-level outcomes. It does not imply that every stage must occur in a fixed sequence. Some customers purchase through habit, while others require extensive information. 7.1 Writing measurable objectivesA well-formed objective identifies the audience, baseline, desired change, timeframe and measurement method. The SMART framework—specific, measurable, achievable, relevant and time-bound—is useful, but “achievable” should not become an excuse for unambitious targets. For example: “Among lapsed customers aged 25–44 in the loyalty database, increase aided awareness of the replenishment service from 32% to 45% and increase repeat orders within 60 days by 8 percentage points during the campaign period, measured through a controlled customer sample and transaction records.” The awareness target and repeat-order target are related but not identical. One should not be treated as proof of the other. 7.2 Measurement conceptsIf a campaign reaches N distinct people, the number of exposures is E, and average frequency is F, then: F = E ÷ N This relationship assumes that exposure counts and reach are defined consistently. It is an average; it does not show whether exposure was evenly distributed. A small group may receive excessive frequency while many receive only one exposure. For a proportion-based outcome, such as conversion rate: Conversion rate = conversions ÷ eligible responses × 100 The denominator must be stated. Conversion among landing-page visitors differs from conversion among all reached users. Rates should also be accompanied by time period, attribution rule and sample size. Incremental impact is more informative than raw response when a control group is available: Incremental lift = outcomeₜᵣₑₐₜₘₑₙₜ − outcome𝚌ₒₙₜᵣₒₗ Here both outcomes must use the same definition and time window. The estimate is credible only when treatment and control groups are sufficiently comparable and contamination is limited. For example, if purchase is 14% in the treatment group and 10% in the control group, incremental lift is 4 percentage points. Relative lift is (0.14 − 0.10) ÷ 0.10 × 100 = 40%, but the absolute change remains 4 percentage points. Both should be reported to avoid exaggeration. 7.3 Objective types and suitable metrics- Awareness: aided or unaided awareness, reach and qualified exposure.
- Knowledge: comprehension, claim recognition and information-seeking behaviour.
- Attitude: perceived relevance, trust, preference and perceived value.
- Behaviour: trial, purchase, usage, repeat purchase, enquiry or referral.
- Relationship: retention, satisfaction, advocacy and customer lifetime value.
Metrics should be chosen for decision usefulness, not because they are easy to obtain. Vanity metrics such as impressions or likes may be diagnostic, but they are not automatically evidence of commercial effectiveness. 8. Sales Promotion and Objective FitSales promotion provides a temporary incentive, such as a price reduction, coupon, bundle, contest, sample or loyalty reward. It can accelerate trial, increase basket size, clear inventory or defend a competitive threat. However, frequent discounting may train customers to wait, reduce reference price, attract deal-prone buyers and weaken premium positioning. The promotion objective must therefore be explicit. A trial promotion, retention reward and stock-clearance discount require different audiences, mechanics and measures. Evaluation should examine incremental volume, margin, repeat behaviour, redemption quality and possible cannibalisation of full-price sales. 9. Integrated Planning WorkflowA disciplined workflow is: - Define the business problem and decision required.
- Gather internal, market, customer and competitive evidence.
- Audit category and communication performance.
- Identify tensions, opportunities and uncertainties.
- Segment using needs, behaviour and context.
- Select priority audiences and develop evidence-based personas.
- Map journeys and locate high-value friction points.
- Formulate positioning and supporting reasons to believe.
- Set communication and behavioural objectives.
- Select channels, creative tasks, promotion mechanics and measures.
- Test assumptions, implement, learn and revise.
This process is iterative. New evidence may change the segment, proposition or objective. Strategic flexibility is not inconsistency when the underlying learning is documented. 10. Illustrative Case: FreshRoute Meal KitsBackgroundFreshRoute is a fictional direct-to-consumer meal-kit service operating in three metropolitan regions. It offers pre-portioned ingredients and recipe instructions. Awareness is reasonable, but subscriptions have stagnated and first-month cancellation is high. ProblemManagement initially proposed a mass campaign to increase awareness. A review of records showed that many customers understood the convenience benefit but cancelled after receiving the first box. Customer interviews suggested that recipe preparation took longer than expected, while online reviews praised ingredient quality but criticised delivery-time uncertainty. AnalysisThe market audit identified strong category growth but increasing competition from grocery retailers and ready-to-eat services. The customer audit revealed two promising groups: experienced meal-kit users seeking variety and inexperienced professionals seeking predictable weekday dinners. The first group valued novelty; the second valued reduced planning effort. The communication audit found that advertising emphasised “chef-style discovery,” whereas the most important unmet need among new users was confidence and simplicity. The team mapped the journey and identified a critical friction point after purchase: customers received several choices but little guidance about selecting recipes and scheduling deliveries. The existing discount attracted trial but did not solve uncertainty. ApproachFreshRoute selected inexperienced professionals as the priority audience for a focused programme. The positioning became: a dependable weekday dinner solution that removes planning stress, supported by flexible delivery, clearly timed recipes and a guided first week. Communication objectives were to improve understanding of the guided-start feature, increase completed first-week preparation and reduce early cancellation. The programme combined search advertising, creator demonstrations, onboarding email, in-box instructions and a limited first-box incentive. The incentive was not advertised as the central benefit; it reduced trial risk while the communication established the service’s functional value. A matched test compared customers receiving the revised onboarding with customers receiving standard onboarding. Measures included feature comprehension, first-week completion, cancellation within 30 days and contribution margin after promotion cost. OutcomeIn this illustrative case, the revised programme improved feature comprehension and first-week completion. Cancellation declined in the test group, although the team recognised that seasonal demand and delivery reliability could also affect results. Management retained the onboarding intervention, redesigned delivery notifications and reduced reliance on blanket discounts. Learning points- The apparent problem—insufficient awareness—was not the main barrier.
- Segmentation by situation and need was more useful than age alone.
- The customer journey exposed a post-purchase communication failure.
- Promotion worked best as a risk-reduction device, not as a substitute for value.
- Controlled comparison improved confidence in the outcome.
11. Challenges, Ethics and GovernanceSegmentation and targeting can produce unfair exclusion. Sensitive data relating to health, ethnicity, religion, political belief or financial vulnerability requires special care and, in many jurisdictions, legal restrictions. Even apparently neutral variables can act as proxies for protected characteristics. Marketers should apply data minimisation, purpose limitation, consent requirements where applicable, access controls and retention policies. Personalisation can improve relevance but may feel intrusive when customers do not understand how data was obtained. Clear privacy notices, preference controls and meaningful opt-outs are essential. Automated targeting systems should be tested for discriminatory outcomes, unstable inferences and feedback loops. Communication claims must be truthful, substantiated and clear about conditions. Scarcity, urgency, influencer endorsements, environmental claims and comparative advertising require particular scrutiny. Sales promotions should disclose eligibility, duration, exclusions and redemption terms. Ethical planning also considers vulnerable audiences, children, financial stress and addictive or harmful consumption contexts. Attribution is another governance issue. Platforms may claim credit for conversions that would have occurred without advertising. Managers should triangulate platform data with first-party records, experiments and longer-term brand measures. AI-generated audience insights and creative content require human review for factual accuracy, stereotyping, copyright, privacy and brand safety. 12. Contemporary Developments and Best PracticePrivacy changes are reducing the reliability of third-party identifiers and increasing the value of consented first-party relationships. Marketers are consequently investing in clean data practices, contextual media, customer databases and aggregated measurement. Generative AI can assist with transcript coding, persona hypothesis generation, journey-pattern discovery and creative variants, but it should not replace research judgement or automatically determine sensitive targeting. Best practice includes: - begin with a decision, not a data dump;
- maintain an evidence and assumption log;
- combine behavioural, attitudinal and qualitative research;
- prioritise needs and occasions over superficial labels;
- distinguish communication outcomes from sales outcomes;
- test incrementality where feasible;
- design for the whole journey, including post-purchase experience;
- use promotions selectively and evaluate margin as well as volume;
- protect privacy and audit algorithmic decisions;
- update segments and objectives as market conditions change.
Chapter SummarySituation analysis provides the evidence base for advertising and sales-promotion decisions. Market, customer, competitor, category and communication audits should be integrated into a diagnosis that distinguishes evidence from interpretation and strategic implication. Segmentation is valuable when groups differ meaningfully in needs or response and can be measured, reached and served. Personas synthesise research into usable audience representations, while customer journey maps reveal friction and moments of influence across the path to purchase and retention. Targeting requires evaluation of attractiveness, accessibility, competitive conditions and organisational fit. Positioning defines the distinctive meaning a brand seeks to own and must be supported by credible delivery. Communication objectives translate business goals into measurable changes in awareness, knowledge, attitudes and behaviour. Metrics such as conversion rate, reach, frequency and incremental lift are useful only when their denominators, timeframes and attribution assumptions are explicit. Ethical practice requires privacy protection, fair treatment, truthful claims and human oversight of data-driven and AI-supported decisions. Key TermsSituation analysis: Systematic assessment of conditions affecting a marketing decision. Market audit: Review of market size, growth, demand, channels and external forces. Customer audit: Analysis of customer needs, motivations, barriers and behaviour. Competitor audit: Assessment of rival offers, propositions, capabilities and communications. Category audit: Examination of category rules, entry points, substitutes and conventions. Communication audit: Evaluation of brand contacts, messages, channels and outcomes. Segmentation: Division of a heterogeneous market into strategically meaningful groups. Targeting: Selection of segments for priority marketing action. Persona: Research-based representation of a strategically important audience. Customer journey: Sequence of customer experiences from need recognition through use and retention. Positioning: Intended meaning of a brand relative to alternatives. Value proposition: Explanation of the value a brand promises to deliver and why it is credible. Communication objective: Desired measurable change in audience understanding, attitude or response. Behavioural objective: Desired measurable customer action. Incremental lift: Difference in outcome between treatment and comparable control conditions. Reach: Number or proportion of distinct people exposed to communication. Frequency: Average number of exposures per reached person. Sales promotion: Time-limited incentive intended to stimulate a customer or channel response. Attribution: Method of assigning credit for an observed outcome to marketing influences. First-party data: Data collected directly by an organisation from its customer or audience relationships. Review Questions5 Short Answer Questions- What is the difference between evidence, interpretation and strategic implication?
- List five types of audit used in situation analysis.
- State four criteria for evaluating a market segment.
- What information should a useful persona contain?
- Distinguish a communication objective from a business objective.
5 Long Answer Questions- Explain how market, customer, competitor, category and communication audits combine to produce a strategic diagnosis.
- Compare demographic, psychographic, behavioural, needs-based and contextual segmentation.
- Explain the role of customer journey mapping in selecting communication interventions.
- Discuss the components of an effective positioning statement and the conditions that make positioning credible.
- Evaluate the advantages and limitations of sales promotion as a communication and behavioural tool.
3 Analytical / Application Questions- A brand has high awareness but low repeat purchase. Design an audit plan to identify the likely problem, including data sources, customer research and measures.
- Construct two alternative segments for a digital financial service, evaluate them using segment-attractiveness criteria, and recommend one priority target.
- A campaign produces a 14% purchase rate among exposed customers and a 10% rate in a comparable control group. Calculate absolute incremental lift and relative lift, then explain why neither figure alone proves that advertising caused all observed purchases.
Multiple Choice Questions with AnswersQuestion 1Which statement best distinguishes a communication objective from a business objective? A. A communication objective specifies a change in audience response, while a business objective specifies commercial performance. B. A communication objective always concerns media reach, while a business objective always concerns brand awareness. C. A communication objective is qualitative, while a business objective is always quantitative. D. A communication objective is set after implementation, while a business objective is set during evaluation. Correct Answer: A. A communication objective specifies a change in audience response, while a business objective specifies commercial performance. Question 2Which characteristic makes a market segment strategically actionable? A. It is defined only by age and gender. B. It can be served with an appropriate offer and communication programme. C. It is the largest possible group in the market. D. It responds identically to all competitors. Correct Answer: B. It can be served with an appropriate offer and communication programme. Question 3A campaign reaches 50,000 distinct people and generates 150,000 exposures. What is average frequency? A. 0.33 exposures per person B. 2 exposures per person C. 3 exposures per person D. 7.5 exposures per person Correct Answer: C. 3 exposures per person Question 4Which research practice is most appropriate for developing a credible persona? A. Inventing a detailed biography for a typical customer B. Using only the most active social-media commenters C. Combining evidence about needs, behaviour, barriers and context D. Defining the persona exclusively by household income Correct Answer: C. Combining evidence about needs, behaviour, barriers and context Question 5What is the main purpose of a customer journey map? A. To replace all quantitative market research B. To identify customer questions, friction and touchpoints across stages C. To calculate media frequency automatically D. To rank competitors solely by advertising expenditure Correct Answer: B. To identify customer questions, friction and touchpoints across stages Question 6If the treatment purchase rate is 14% and the control purchase rate is 10%, what is the absolute incremental lift? A. 2 percentage points B. 4 percentage points C. 14 percentage points D. 40 percentage points Correct Answer: B. 4 percentage points Question 7Which statement about positioning is most accurate? A. Positioning is only the slogan used in an advertisement. B. Positioning defines intended brand meaning relative to alternatives. C. Positioning is determined entirely by the media channel selected. D. Positioning should change with every short-term promotion. Correct Answer: B. Positioning defines intended brand meaning relative to alternatives. Question 8Why can frequent discounting be strategically harmful? A. It always increases production costs. B. It may train customers to wait for deals and weaken perceived value. C. It prevents any customer from trying the product. D. It eliminates the need for brand communication. Correct Answer: B. It may train customers to wait for deals and weaken perceived value. Question 9Which measure is most directly associated with incremental impact? A. Total impressions reported by an advertising platform B. Difference in outcomes between comparable treatment and control groups C. Number of creative versions produced D. Total number of brand colours used Correct Answer: B. Difference in outcomes between comparable treatment and control groups Question 10Which is an important ethical concern in data-driven targeting? A. Using evidence to improve relevance B. Testing alternative messages C. Allowing sensitive characteristics or proxies to produce unfair exclusion D. Measuring post-purchase satisfaction Correct Answer: C. Allowing sensitive characteristics or proxies to produce unfair exclusion
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