Media Planning & Strategy

Chapter 1
Foundations of Media Planning and Strategy

Post Graduate Program in Advertising and Media
Media Planning & Strategy   •   Post Graduate

Foundations of Media Planning and Strategy

Introduction

Media planning is the disciplined process of deciding how a brand will use communication channels to reach, influence and engage defined audiences. Media strategy gives this process direction: it explains which audiences matter, what communication role media must perform, how investment should be allocated, and how success will be evaluated.

In contemporary markets, media is not limited to television, print, radio or outdoor advertising. It includes search engines, social platforms, retail media, streaming services, websites, mobile applications, influencers, brand communities, public relations and customer-generated content. The planner therefore works within an interconnected media ecosystem in which paid, owned and earned activity continually affects one another.

Media planning is both analytical and managerial. It requires evidence about audiences, markets, competitors and media consumption, but it also requires judgement concerning creativity, timing, context, risk, ethics and organisational priorities. A technically efficient plan can fail if it reaches the wrong people, communicates an unsuitable message or ignores the consumer’s decision process.

Learning Objectives

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

  1. Explain the contemporary media ecosystem and the relationships among advertisers, agencies, media owners, platforms and audiences.
  2. Distinguish paid, owned and earned media and explain how they operate together.
  3. Clarify the roles of clients, agencies and specialist partners in media decisions.
  4. Use fundamental planning terminology, including reach, frequency, impressions, rating, CPM, engagement and attribution.
  5. Apply major communication theories to media planning.
  6. Explain the consumer decision journey and connect it to media touchpoints.
  7. Distinguish marketing, advertising, communication and media objectives.
  8. Evaluate practical, ethical and technological issues affecting media strategy.

1. The Media Ecosystem

A media ecosystem is the network of organisations, technologies, content, transactions and audiences through which communication is created, distributed, encountered and measured. It includes five major groups:

  • Advertisers or clients: organisations that seek commercial, institutional or behavioural outcomes.
  • Agencies and consultants: firms that provide research, strategic, creative, media, technology or production expertise.
  • Media owners and platforms: organisations that provide access to audiences through inventory, subscriptions, search results, feeds, environments or events.
  • Intermediaries and measurement providers: ad exchanges, demand-side platforms, data providers, verification firms, research agencies and attribution vendors.
  • Audiences and consumers: people who interpret, ignore, share, resist or act upon communications.

Media is an exchange system rather than a one-way pipeline. A brand purchases or creates exposure, but the audience determines whether the message receives attention and meaning. A social post may be paid for initially, owned by the brand as content, and then earn additional distribution through sharing. A search advertisement may generate a website visit, which produces first-party data and later email communication. Thus, media channels should be assessed as connected roles rather than isolated categories.

Media convergence and fragmentation

Digital technologies have produced both convergence and fragmentation. Convergence occurs when formerly separate functions combine: television becomes connected and addressable; print brands publish video and podcasts; retail environments provide search and advertising data. Fragmentation occurs when audiences distribute their attention across many devices, services and contexts. The planner must therefore balance scale with precision, consistency with adaptation, and automation with human judgement.

The ecosystem also contains a value exchange. Audiences may exchange attention, data, subscription payment or participation for information, entertainment, convenience or social connection. Media planning that ignores this exchange tends to produce intrusive or irrelevant communication.

2. Paid, Owned and Earned Media

The paid-owned-earned framework classifies media according to control, payment and audience distribution. The categories overlap in practice, but the distinction remains useful for strategic design.

CategoryMeaningTypical examplesMain strengthsMain risks
Paid mediaExposure purchased from a media owner or platformTelevision spots, sponsored search, display, paid social, outdoorScale, targeting, predictable deliveryCost, clutter, avoidance, fraud
Owned mediaChannels controlled substantially by the organisationWebsite, app, email database, brand publication, packagingControl, continuity, data collectionLimited reach, maintenance burden, self-promotional bias
Earned mediaAttention or distribution gained from others without buying each exposurePublicity, reviews, recommendations, shares, editorial coverageCredibility, advocacy, multiplier effectsLimited control, unpredictability, reputational risk

The framework should not be interpreted as a hierarchy. Paid media can initiate awareness; owned media can provide detailed information and conversion facilities; earned media can reduce perceived risk through independent endorsement. A launch may use paid video to create recognition, an owned product page to support evaluation, and earned reviews to strengthen trust.

A useful planning question is not simply, “Which channel is cheapest?” It is, “What communication role should each channel perform at each stage of the consumer journey?”

3. Actors, Roles and Governance

The client or advertiser

The client owns the brand and is accountable for commercial or organisational outcomes. Its responsibilities commonly include:

  • defining business and marketing priorities;
  • approving budgets and risk tolerances;
  • supplying information about products, customers and distribution;
  • approving positioning, creative work and media investment;
  • ensuring legal, regulatory and brand-safety compliance; and
  • evaluating results and organisational learning.

A client should provide a clear brief without prescribing every tactical decision. Excessively detailed instructions can prevent agencies from applying specialist expertise, while an unclear brief produces disconnected recommendations.

The media agency

A media agency typically conducts audience and market analysis, develops media strategy, selects channels, negotiates inventory, manages budgets, coordinates implementation and evaluates performance. Its central contribution is not merely buying space; it is translating business objectives into an integrated communication system.

Typical specialist functions include:

  • Strategic planning: audience definition, insight development and communication architecture.
  • Investment planning and buying: channel selection, negotiation, scheduling and optimisation.
  • Data and analytics: measurement design, modelling, experimentation and attribution.
  • Ad operations: trafficking, tagging, verification and delivery diagnostics.
  • Creative and content partners: development of messages adapted to media contexts.
  • Public relations and influencer specialists: management of reputation, advocacy and third-party voices.

Media owners and platforms

Media owners sell access to environments and audiences. Their responsibilities include providing inventory, audience information, delivery systems, measurement and commercial terms. Platforms may also control algorithms that determine which content or advertisements are displayed. This creates an important governance issue: the same company may offer inventory, collect data, determine delivery and report performance, creating potential conflicts of interest.

Principles of effective governance

Professional relationships should establish decision rights, data ownership, disclosure requirements, measurement standards, service-level expectations, audit rights and procedures for handling incidents. Written governance is particularly important where automated buying, personal data, influencers or artificial intelligence are involved.

4. Planning Terminology and Measurement

The following terms form the basic vocabulary of media planning.

  • Audience: the people defined as relevant to a communication or business objective.
  • Target audience: the strategically prioritised segment.
  • Inventory: available advertising opportunities.
  • Impression: one instance of an advertisement being served or recorded, depending on the measurement system.
  • Reach: the number or percentage of distinct people exposed at least once during a period.
  • Frequency: the average number of exposures among reached individuals.
  • Gross rating point (GRP): a rating-point measure of total audience delivery. In a simplified target-audience calculation, GRP = reach\% × average frequency.
  • Cost per thousand (CPM): cost for one thousand impressions. CPM = (media cost ÷ impressions) × 1000.
  • Cost per rating point (CPP): cost of purchasing one rating point, commonly CPP = media cost ÷ GRPs.
  • Click-through rate (CTR): clicks divided by impressions, expressed as a percentage.
  • Conversion rate: conversions divided by an appropriately defined denominator, such as visits or clicks.
  • Viewability: whether an advertisement met a specified opportunity-to-see standard; it does not prove attention or persuasion.
  • Brand safety: protection from unsuitable content or environments.
  • Brand suitability: the degree to which an environment fits a particular brand’s values and risk tolerance.
  • Attribution: assigning credit for an outcome to one or more touchpoints.
  • Incrementality: the additional outcome caused by an intervention compared with a credible counterfactual.

Worked example: reach, frequency and GRPs

Suppose a campaign reaches 40% of its target audience with an average frequency of 3 exposures. Under the simplified rating convention:

GRP = 40 × 3 = 120

The result is 120 GRPs. This does not mean that 120% of people were reached. It means that total exposure, expressed in rating points, equals 120. Reach and frequency must therefore be reported separately. GRPs also do not establish attention, brand impact or sales causality.

If a campaign costs $60,000 and delivers 3,000,000 impressions:

CPM = (60,000 ÷ 3,000,000) × 1,000 = $20

The CPM is $20. This calculation assumes that impressions are measured consistently and that the cost refers to the same delivery base. CPM is a cost-efficiency measure, not a quality or effectiveness measure.

5. Communication Theories Relevant to Media Planning

The linear transmission model

The transmission tradition represents communication as movement from source through message and channel to receiver, with possible noise. It is useful for identifying operational failures such as poor targeting, incorrect trafficking or message distortion. Its limitation is that audiences are treated too passively.

The transactional model

The transactional model views communication as a simultaneous exchange in which meaning is shaped by context, feedback, culture and prior experience. This is particularly relevant to social media, comments, reviews and communities, where audiences can respond publicly and alter the message’s meaning.

The hierarchy-of-effects tradition

Hierarchy models propose that communication may progress through stages such as awareness, knowledge, liking, preference, conviction and action. They help planners match media roles to psychological tasks. However, consumer behaviour is rarely strictly linear. People may purchase first and develop attitudes later, or move repeatedly between information and action.

Elaboration Likelihood Model

The Elaboration Likelihood Model distinguishes a more effortful central route from a peripheral route based on cues such as attractiveness, familiarity, authority or emotional tone. High-involvement decisions may require credible information and argument quality. Low-involvement decisions may be influenced by salience, distinctive assets, convenience and repeated exposure. The model does not imply that one route is always superior; the appropriate route depends on motivation, ability, opportunity and context.

Uses and gratifications

Uses and gratifications theory asks what audiences do with media rather than what media do to audiences. People may seek information, entertainment, identity, social connection or escape. The theory encourages planners to consider why a person is using a platform and whether the advertising experience fits that purpose.

Social proof and diffusion

Recommendations, reviews and visible adoption can reduce uncertainty. Diffusion perspectives explain how innovations spread through communication networks and social systems. These ideas support advocacy, referral and influencer strategies, but planners should distinguish genuine influence from paid endorsement and disclose commercial relationships.

6. The Consumer Decision Journey

The consumer decision journey is a framework for mapping how people move from a need or problem toward consideration, choice, use, evaluation and possible advocacy. A practical version contains six overlapping stages:

  1. Need recognition: a situation, desire or problem creates motivation.
  2. Initial awareness: the consumer notices brands or possible solutions.
  3. Active evaluation: alternatives are researched, compared and discussed.
  4. Choice or conversion: the consumer selects, purchases, subscribes, applies or otherwise acts.
  5. Experience and retention: product use, service delivery and post-purchase communication shape satisfaction.
  6. Advocacy or rejection: the consumer recommends, reviews, repeats, ignores or criticises the brand.

The journey is not a funnel with guaranteed downward movement. A negative review can return a consumer to evaluation; a price change can create new need recognition; a loyal customer can become an advocate without extensive paid exposure. Media plans should therefore include both acquisition and retention.

Journey stageConsumer questionAppropriate media rolesPossible indicators
Need recognitionWhy do I need a solution?Cultural relevance, problem framingCategory awareness, searches
AwarenessWhich brands exist?Reach and distinctive memory cuesUnaided or aided awareness
EvaluationWhich option is credible?Information, comparison, reviewsConsideration, qualified visits
ConversionHow do I act now?Search, retail, direct response, reassuranceSales, leads, applications
ExperienceWas the promise fulfilled?Service, onboarding, CRMRepeat use, satisfaction
AdvocacyShould I recommend it?Community, referral, earned mediaReviews, referrals, share of voice

A strong plan maps message, channel, format, timing and measurement to each stage rather than optimising every channel against a single short-term metric.

7. From Marketing Objectives to Media Objectives

A central professional skill is maintaining a logical chain from organisational intent to measurable media activity.

Marketing objectives

Marketing objectives concern market outcomes, such as increasing market share, revenue, distribution, penetration, retention or customer lifetime value. They should be specific enough to guide decisions and measurable within a defined time period.

Advertising and communication objectives

Advertising objectives concern what communication should accomplish: increase awareness, clarify a proposition, change perceived value, strengthen preference, stimulate trial or reinforce loyalty. Communication objectives are intermediate; they are not identical to sales outcomes.

Media objectives

Media objectives specify the delivery and audience conditions required to support communication objectives. They may include target audience definition, reach, frequency, continuity, timing, context, geographic coverage, cost efficiency, attention quality or action opportunities.

The relationship can be expressed as:

Business objective → Marketing objective → Communication objective → Media objective → Channel and execution decisions → Measurement and learning

For example:

  • Business objective: grow a sustainable subscription business.
  • Marketing objective: increase qualified subscriptions among young urban professionals.
  • Communication objective: establish the brand as a convenient and credible solution.
  • Media objective: achieve broad reach among the priority audience during the launch period, then maintain presence around high-intent search and comparison moments.
  • Execution: combine video, creator content, search, owned product education and retargeting within privacy and frequency controls.

The chain prevents a common error: selecting a platform because it has a fashionable audience or low CPM without demonstrating its contribution to the actual business problem.

8. Strategy, Tactics and the Media Brief

Strategy determines the broad approach; tactics specify its implementation. A media strategy normally states the target audience, insight or problem, desired response, role of media, channel architecture, investment logic, timing, measurement and constraints.

A useful media brief should answer:

  • What organisational problem is being addressed?
  • Which audience is most important, and how is it defined using meaningful behavioural or attitudinal evidence?
  • What should the audience think, feel or do?
  • What is the single most important proposition or communication task?
  • Which contexts and moments are relevant?
  • What role will paid, owned and earned media play?
  • What are the budget, geographic, legal, brand-safety and timing constraints?
  • Which outcomes and counterfactuals will be used to judge effectiveness?

Segmentation should be actionable. Demographics may be useful for buying, but motivations, category behaviour, life stage, need state and media behaviour often provide stronger strategic guidance. Planners should also avoid treating a statistical segment as a homogeneous psychological group.

9. Applied Case: Launching a Low-Sugar Beverage

The following is an illustrative case, not a report of an actual company.

Background

A beverage company is introducing a low-sugar sparkling drink in a crowded market. The product has distribution in major cities, but the brand is unknown. Its budget is sufficient for a focused launch, not for continuous mass television coverage.

Problem

The company initially proposes buying the lowest-cost digital impressions available. Research, however, shows that the priority audience is health-conscious working adults who enjoy social occasions but are uncertain whether low-sugar drinks taste satisfying. The challenge is therefore not simply awareness; it is to make the product credible, desirable and easy to try.

Analysis

The consumer journey suggests three barriers:

  1. Recognition: consumers do not know the brand.
  2. Evaluation: they suspect that reduced sugar may mean reduced taste.
  3. Conversion: they need a convenient opportunity to sample or purchase.

A low CPM alone cannot resolve these barriers. The plan must create broad but relevant recognition, provide credible sensory evidence and connect communication to retail availability.

Approach and solution

Paid video and high-reach online audio are used to introduce a distinctive brand asset and the taste proposition. Creator partnerships provide disclosed, demonstrative product trials rather than unsupported claims. Search activity captures high-intent queries concerning low-sugar beverages. The owned website supplies ingredients, flavour information, stockist details and a store locator. Retail media and sampling support conversion. Earned reviews are monitored, and legitimate consumer responses are not artificially manufactured.

Measurement is organised in layers:

  • delivery: reach, frequency, viewability and brand-safety compliance;
  • communication: awareness, association with taste and consideration;
  • behaviour: store-locator use, trial, sales and repeat purchase;
  • causal learning: regional or audience-based tests comparing exposed and control conditions where feasible.

Frequency is controlled to reduce waste and irritation. Creative versions are adapted to the context, but the central proposition and distinctive assets remain consistent.

Outcome

The campaign generates strong awareness and an improvement in the association between low sugar and enjoyable taste. Search and retail activity perform best when scheduled near distribution availability. The organisation learns that paid reach was necessary to create scale, but owned information and credible demonstrations were essential to overcome evaluation barriers. The result also demonstrates why platform-reported conversions should not be treated as proof of total incremental sales.

Learning points

  1. Media efficiency is meaningful only in relation to the communication task.
  2. Different channels can perform different jobs within one journey.
  3. Creative, distribution and media timing must be coordinated.
  4. Incrementality and control groups are more informative than exposure counts alone.
  5. Disclosure, claim substantiation and consumer trust are strategic requirements, not administrative afterthoughts.

10. Measurement, Technology and AI

Digital platforms make it possible to monitor delivery rapidly, but speed can encourage shallow optimisation. A dashboard may report impressions, clicks and conversions while concealing duplicate users, invalid traffic, viewability problems, consent limitations or weak incrementality.

Important measurement principles include:

  • define the outcome before selecting the metric;
  • distinguish exposure, attention, response and causality;
  • use consistent definitions across suppliers;
  • triangulate platform data with independent research, sales data and experiments;
  • report uncertainty and limitations;
  • protect personal data and respect consent choices.

Artificial intelligence can assist audience analysis, forecasting, bidding, creative versioning, transcription, brand-safety classification and anomaly detection. It does not remove the need for strategic judgement. Models may reproduce biased training data, optimise toward proxies rather than business value, generate unsuitable content or make decisions that cannot be adequately explained. Human review, documented data provenance, access controls, testing and escalation procedures are therefore required.

Identity resolution and privacy changes have also reshaped planning. The decline of unrestricted third-party tracking increases the importance of consented first-party data, contextual signals, clean measurement arrangements, media-mix modelling and well-designed experiments. A privacy-respecting plan is not merely compliant; it can improve trust and data quality.

11. Ethical, Regulatory and Professional Issues

Media planners influence what people see, which groups receive offers and how commercial persuasion enters everyday life. Ethical practice includes:

  • truthful and substantiated claims;
  • clear disclosure of sponsored content and influencer relationships;
  • protection of children and vulnerable audiences;
  • avoidance of discriminatory targeting or exclusion;
  • responsible use of sensitive personal data;
  • frequency management to reduce harassment and waste;
  • accessible communication for people with disabilities;
  • monitoring of misinformation, unsafe environments and manipulated media;
  • transparent reporting of fees, rebates, inventory quality and measurement limitations.

Regulatory rules vary by jurisdiction, but professional responsibility extends beyond minimum legal compliance. The planner should ask whether a tactic is understandable, proportionate, respectful and defensible to the public. Attention is not an entitlement that brands may extract without limits.

Challenges and Limitations

Media planning faces several structural difficulties. Audience data may be incomplete or inconsistent across platforms. Reach estimates can be duplicated. Attribution models may reward the final touchpoint rather than the true cause. Brand effects may emerge slowly, whereas dashboards encourage immediate optimisation. Cross-media comparisons remain difficult because an impression, view, listen and store visit are not equivalent experiences.

The paid-owned-earned framework can also oversimplify hybrid activity. A brand’s social account may be owned but algorithmically dependent on a platform; an influencer post may be paid but perceived as earned; a customer review may be encouraged by a loyalty programme. Classification should therefore be accompanied by analysis of control, credibility, cost and risk.

Finally, no model replaces knowledge of context. A channel may be efficient in aggregate but inappropriate for a particular message, audience or moment. Strategic media planning combines evidence with interpretation and continuous learning.

Best-Practice Principles

  1. Begin with the business problem, not the available platform.
  2. Define audiences by need, behaviour and context as well as demographics.
  3. Assign each channel a clear communication role.
  4. Integrate paid, owned and earned activity without confusing their different levels of control.
  5. Separate delivery metrics from effectiveness and causal metrics.
  6. Use reach and frequency deliberately, with attention to quality and waste.
  7. Coordinate media, creative, distribution and customer experience.
  8. Build privacy, disclosure, accessibility and brand safety into the plan.
  9. Test assumptions using experiments or credible comparison designs.
  10. Treat measurement as a learning system rather than a final scorecard.

Chapter Summary

Media planning is the strategic and analytical process of connecting audiences, messages, channels, timing and investment to organisational outcomes. The media ecosystem contains advertisers, agencies, media owners, platforms, intermediaries, measurement providers and active audiences. Paid, owned and earned media are distinct but interdependent resources that should be assigned complementary roles.

Clients provide business direction and governance; agencies contribute specialist planning, buying, analytics and implementation; media owners provide environments, inventory and delivery systems. Core terms such as reach, frequency, GRPs, CPM, attribution and incrementality must be interpreted carefully because efficiency does not automatically imply effectiveness.

Communication theories explain transmission, interaction, involvement, motivation and social influence. The consumer decision journey helps planners match media tasks to awareness, evaluation, conversion, experience and advocacy. Most importantly, media objectives must logically derive from communication and marketing objectives. Contemporary planning also requires privacy protection, ethical judgement, independent measurement, responsible automation and attention to the limitations of platform data.

Key Terms

Media planning: The process of selecting and coordinating media to achieve communication and business objectives.

Media strategy: The guiding rationale for audience, channel, investment, timing and measurement decisions.

Media ecosystem: The network of actors, technologies, content, transactions and audiences involved in communication.

Paid media: Exposure purchased from a media owner or platform.

Owned media: A channel substantially controlled by the organisation.

Earned media: Attention or distribution gained through third parties or audiences.

Reach: Distinct people exposed at least once during a specified period.

Frequency: Average number of exposures among reached people.

GRP: Gross rating points, representing total audience delivery in rating-point form.

CPM: Cost per thousand impressions.

Inventory: Available advertising opportunities.

Target audience: The segment prioritised for communication.

Attribution: Allocation of credit for an outcome among touchpoints.

Incrementality: Additional outcome caused by an intervention relative to a counterfactual.

Brand safety: Protection from unsuitable media environments.

Communication objective: The intended change in awareness, attitude, understanding or behaviour.

Media objective: A delivery or audience condition designed to support a communication objective.

Consumer decision journey: The sequence of need, awareness, evaluation, action, experience and advocacy.

First-party data: Data collected directly by an organisation through its own interactions with people.

Review Questions

Short Answer Questions

  1. What is meant by the term media ecosystem?
  2. Distinguish paid, owned and earned media.
  3. Define reach, frequency and GRP.
  4. What is the difference between attribution and incrementality?
  5. Why should media objectives be derived from communication objectives?

Long Answer Questions

  1. Explain the roles of the client, media agency, media owner and measurement provider in a contemporary media plan.
  2. Discuss how the consumer decision journey changes the way planners assign roles to channels.
  3. Compare the linear transmission model and the transactional model of communication.
  4. Explain why low CPM does not necessarily indicate an effective media plan.
  5. Evaluate the ethical and governance issues associated with data-driven and AI-assisted media planning.

Analytical / Application Questions

  1. A campaign reaches 55% of its target audience at an average frequency of 2.5. Calculate its GRPs and explain what the result does and does not indicate.
  2. Design a paid-owned-earned plan for a new service whose main barrier is lack of trust. Specify the role of each category and the metrics you would use.
  3. A platform reports many conversions, but sales remain unchanged in regions where advertising was increased. Diagnose at least three possible explanations and propose a more credible measurement approach.

Multiple Choice Questions with Answers

Question 1

Which statement best describes earned media?

A. Exposure purchased directly from a media owner

B. A channel controlled by the brand

C. Attention or distribution gained through third parties or audiences

D. Inventory reserved through an automated bidding system

Correct Answer: C. Attention or distribution gained through third parties or audiences

Question 2

A campaign reaches 40% of its target audience with an average frequency of 3. What are its GRPs under the simplified convention?

A. 13.3

B. 43

C. 120

D. 400

Correct Answer: C. 120

Question 3

Which measure is most directly concerned with additional outcomes caused by advertising compared with a counterfactual?

A. Reach

B. Incrementality

C. CPM

D. Frequency

Correct Answer: B. Incrementality

Question 4

Which is primarily a media objective?

A. Increase market share

B. Improve product distribution

C. Achieve 70% reach among the priority audience

D. Increase customer lifetime value

Correct Answer: C. Achieve 70% reach among the priority audience

Question 5

The Elaboration Likelihood Model distinguishes between which two broad processing routes?

A. Paid and unpaid routes

B. Central and peripheral routes

C. Owned and earned routes

D. Linear and broadcast routes

Correct Answer: B. Central and peripheral routes

Question 6

A website, brand email database and mobile application are examples of which category?

A. Paid media

B. Earned media

C. Owned media

D. Unmeasured media

Correct Answer: C. Owned media

Question 7

If a campaign costs $60,000 and delivers 3,000,000 impressions, what is its CPM?

A. $2

B. $20

C. $50

D. $180

Correct Answer: B. $20

Question 8

Which statement about reach and frequency is correct?

A. Reach measures average exposures per person

B. Frequency measures distinct people exposed at least once

C. Reach measures distinct people, while frequency measures average exposures among them

D. Reach and frequency are interchangeable terms

Correct Answer: C. Reach measures distinct people, while frequency measures average exposures among them

Question 9

Why is a low CPM insufficient evidence of campaign effectiveness?

A. CPM measures only the price of impressions, not relevance, attention or causal impact

B. CPM can only be calculated for print media

C. CPM always includes sales revenue

D. CPM measures consumer satisfaction directly

Correct Answer: A. CPM measures only the price of impressions, not relevance, attention or causal impact

Question 10

Which practice is most appropriate when using AI in media planning?

A. Allowing the model to make all decisions without review

B. Ignoring data provenance if delivery is efficient

C. Using human oversight, testing, documentation and escalation procedures

D. Optimising only for the cheapest available impressions

Correct Answer: C. Using human oversight, testing, documentation and escalation procedures

Media Planning & Strategy
Chapter 1 of 14