Social Media & Influencer Marketing

Chapter 7
Community Management and Digital Engagement

Bachelors Program in Mass Media Management
Social Media & Influencer Marketing   •   Bachelor

Community Management and Digital Engagement

Introduction and Context

Social media communities are not simply audiences gathered around a brand page. They are social systems in which people exchange information, express identity, seek assistance, form relationships and negotiate shared norms. Community management is the planned and ethical practice of building, facilitating, moderating and sustaining these systems. Digital engagement refers to the meaningful interaction between an organisation and its publics through content, conversation, service, participation and advocacy.

For mass media managers, community management connects communication strategy with operational responsibility. A successful community manager must understand audience psychology, platform culture, customer service, editorial judgement, crisis communication, data interpretation and ethical governance. The role is therefore broader than publishing posts. It includes designing participation opportunities, responding to people with consistency and empathy, protecting users from harm and ensuring that the community contributes to organisational objectives without becoming manipulative or exclusionary.

A community may be owned by a brand, creator, publisher, public institution or non-profit organisation. It may exist on a platform such as Instagram, YouTube, TikTok, Facebook, Reddit, Discord or LinkedIn, or across several platforms. Each environment has different technical affordances, rules and expectations. Community strategy must therefore be platform-aware but should not depend entirely on a platform whose policies or algorithms may change.

Learning Objectives

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

  1. Explain the nature and strategic value of online communities.
  2. Distinguish broadcasting, engagement, participation and advocacy.
  3. Design a community management framework with clear roles and policies.
  4. Apply moderation principles to conflict, abuse, misinformation and inclusion.
  5. Develop customer-care and escalation processes.
  6. Encourage ethical user-generated content and advocacy.
  7. Evaluate community health using qualitative and quantitative evidence.
  8. Assess the use of automation and artificial intelligence in community operations.

1. Understanding Online Communities

An online community is a network of people who interact repeatedly through a digital environment and develop at least some shared purpose, identity, language or norms. Mere exposure to the same advertisement does not constitute community. Community implies interaction and the possibility of social recognition.

Several features distinguish communities from ordinary audiences:

  • Continuity: Members return over time rather than encountering a single message.
  • Interaction: Members communicate with the organisation and with one another.
  • Shared meaning: Members attach significance to a topic, brand, cause, creator or practice.
  • Norms: Expected forms of behaviour develop, whether formally stated or informally enforced.
  • Identity: People may describe themselves as members, fans, customers, supporters or practitioners.
  • Reciprocity: Members provide attention, knowledge, feedback, emotional support or advocacy, while expecting value in return.

Communities can be categorised by their relationship to the organisation:

TypePrimary purposeTypical example
Support communitySolve problems and assist usersProduct help forum
Interest communityShare enthusiasm or expertiseFilm or gaming group
Creator communityConnect a creator with followersYouTube membership group
Advocacy communityMobilise support for a causeCampaign supporter network
Professional communityExchange occupational knowledgeLinkedIn industry group
Brand communityDevelop attachment and participation around a brandFitness or fashion community

The same community can perform several functions. For example, a sports brand community may provide product support, organise events, share training advice and promote the brand to non-members.

The engagement ladder

Engagement is not a single behaviour. It ranges from low-effort exposure to high-effort contribution and leadership:

  1. Presence: A person sees or follows content.
  2. Reaction: A person likes, saves, shares or reacts.
  3. Conversation: A person comments, replies or sends a message.
  4. Contribution: A person submits a review, story, image, question or tutorial.
  5. Participation: A person joins an event, challenge, discussion or co-creation activity.
  6. Advocacy: A person voluntarily recommends the organisation or defends its credibility.
  7. Leadership: A trusted member welcomes newcomers, answers questions or helps maintain norms.

The ladder is not necessarily linear. A person may immediately become an advocate, while a long-term follower may never post publicly. Managers should avoid treating low-visibility behaviour as lack of interest because reading, saving and private messaging are often meaningful forms of engagement.

2. Theoretical Foundations

Social presence and relationship development

Social presence theory concerns the degree to which a communication medium allows people to experience others as socially real and psychologically present. Video, live interaction, personalised replies and visible acknowledgement generally create stronger social presence than impersonal, one-way messages. However, technological richness alone does not create connection. A live stream with no acknowledgement of audience questions may feel less relational than a thoughtful text response.

Uses and gratifications

Uses and gratifications theory treats audiences as active users who select media to satisfy needs such as information, entertainment, social connection, identity expression and problem-solving. Community content should therefore answer a practical question: what benefit does participation provide to members? A community that serves only the organisation's promotional needs will usually lose credibility.

Social identity and belonging

Social identity theory proposes that people partly define themselves through group membership. Shared symbols, language, rituals and stories can create belonging. Community managers may support identity by highlighting member achievements and traditions, but must avoid creating hostility toward outsiders. Strong in-group identity can produce loyalty and participation; unmanaged identity can also produce gatekeeping, harassment or polarisation.

Relationship marketing and commitment

Relationship marketing shifts attention from individual transactions to long-term relationships. Trust, satisfaction, perceived fairness and responsiveness influence whether members remain active and recommend an organisation. In this perspective, a complaint is not merely a reputational threat. It is also information about a broken relationship and an opportunity for repair.

Networked publics

Networked publics are publics reorganised through digital technologies. They are shaped by persistence, replicability, scalability and searchability. A comment written for a small audience may be copied, searched and viewed by millions. Community managers must therefore understand that context collapses: customers, journalists, employees and regulators may all read the same interaction.

3. The Community Management System

A practical community management system has six connected elements.

Purpose and value proposition

The organisation should state why the community exists and what members gain. Purposes may include peer support, education, early access, creative collaboration, feedback or social connection. A useful value proposition is specific: “Members receive reliable product guidance, monthly learning sessions and opportunities to showcase their work” is stronger than “Join our community.”

Audience and member journeys

Audience research should identify member needs, language, motivations, barriers and risks. Managers should map a member journey:

  • discovery;
  • joining or following;
  • first interaction;
  • repeated participation;
  • contribution;
  • advocacy or leadership; and
  • departure or reactivation.

At each stage, the manager asks what the member needs, what the organisation expects and what could cause disengagement.

Roles and responsibilities

A community operation may include a community manager, content editor, customer-care agent, subject expert, legal or compliance adviser, safety lead and escalation owner. Small organisations may combine roles, but accountability must remain clear. A response should never be delayed because everyone assumes someone else owns the issue.

Content and participation design

Content should be organised around member value rather than constant promotion. Common formats include explanatory posts, questions, polls, live sessions, member stories, behind-the-scenes material, challenges and peer-learning threads. Participation prompts should be easy to understand and should offer a reason to respond. “Tell us your opinion” is weaker than a focused question that can be answered from experience.

Moderation and care

Moderation protects the conditions under which participation is possible. Customer care addresses individual needs, often privately. The two overlap but are not identical. A public comment may require a public acknowledgement, while personal account information must be moved to a secure channel.

Measurement and learning

Measurement should combine numerical indicators with qualitative interpretation. Managers should assess not only activity but also value, inclusion, satisfaction and safety.

4. Moderation as Governance

Moderation is the application of rules and judgement to community content and behaviour. It should be predictable, proportionate, transparent and appealable. A moderation policy normally covers:

  • prohibited harassment, threats and hate speech;
  • discrimination and dehumanising language;
  • sexual exploitation or harmful sexual content;
  • privacy violations and publication of personal information;
  • spam, fraud and coordinated manipulation;
  • impersonation;
  • unsafe or illegal instructions;
  • misinformation and misleading claims;
  • intellectual-property violations; and
  • off-topic or repetitive content.

Rules should explain both what is prohibited and what positive behaviour is expected. “Be respectful” is useful as a principle but insufficient as an operational rule. A better policy explains that criticism of a product is allowed, while targeted insults, threats and disclosure of another person's private information are not.

A proportional response model

A proportionate model can use four levels:

LevelTypical behaviourResponse
1: Acceptable disagreementCriticism, disagreement, negative experienceLeave visible; respond constructively
2: Disruptive behaviourRepetition, derailing, personal attacksWarn, redirect or limit participation
3: Harmful violationHarassment, doxxing, threats, hate speechRemove or restrict; document and escalate
4: Imminent dangerCredible threats, exploitation or serious safety riskPreserve evidence and follow emergency or legal procedures

Moderation should be based on behaviour and impact, not on whether a message is favourable to the organisation. Removing legitimate criticism damages trust and may create the appearance of censorship. Conversely, allowing abuse in the name of “free speech” drives vulnerable members away.

The moderation decision process

A moderator should ask:

  1. What exactly has occurred?
  2. Which policy or norm applies?
  3. Is there immediate risk to a person or group?
  4. Is the content false, opinion-based, satirical, ambiguous or unsupported?
  5. What is the least restrictive effective response?
  6. Should the action be public, private or both?
  7. Does the case require specialist escalation?
  8. Has the decision been recorded consistently?

Documentation should record the content, time, policy category, action, moderator and escalation outcome. Records should be protected because they may contain personal information.

5. Inclusion, Accessibility and Community Health

Inclusion means that people with different identities, abilities, languages and experiences can participate meaningfully and safely. It is not achieved simply by displaying diverse imagery. It requires accessible design, equitable recognition, fair enforcement and attention to who is absent from the conversation.

Practical measures include:

  • adding captions and meaningful alternative text;
  • using readable contrast and plain language;
  • avoiding unnecessary cultural assumptions;
  • offering translated or multilingual support where appropriate;
  • considering time zones and caregiving responsibilities when scheduling events;
  • protecting members from identity-based abuse;
  • avoiding tokenistic representation;
  • making rules apply consistently to influential members and ordinary users; and
  • providing non-public routes for sensitive feedback.

Community health is broader than volume. A large community may be unhealthy if conversation is dominated by hostility, spam or a small number of aggressive accounts. A smaller community may be healthy if members trust one another, receive value and feel able to participate.

A basic engagement rate can be expressed as follows:

Engagement rate = (Meaningful interactions ÷ Reach) × 100

Here, meaningful interactions may include comments, shares, saves, substantive replies or completed participation actions; reach is the number of unique accounts exposed to the content. Both quantities must refer to the same content and period. The measure is descriptive, not a universal standard: platforms define reach and interactions differently, and a high rate does not prove that interaction was positive.

A community manager can also monitor a response-time average:

Average response time = ∑ response times ÷ Number of answered enquiries

Response times should use a consistent unit, such as hours, and should exclude or separately report automated acknowledgements. The average can be distorted by extreme cases, so median response time and the percentage answered within a service target are often useful complements.

A balanced dashboard may include:

DimensionExample indicatorsInterpretation
ParticipationMeaningful comments, contributions, event attendanceWhether members take part
ResponsivenessResponse time, resolution rateWhether needs are addressed
ValueHelpful-answer rate, saves, repeat visitsWhether content assists members
BelongingMember interviews, welcome behaviour, sentiment themesWhether people feel included
SafetyReports, repeat violations, harassment incidentsWhether participation is protected
AdvocacyVoluntary recommendations, referrals, member storiesWhether trust extends beyond the community

Metrics must be interpreted in context. A sudden increase in comments may signal success, controversy or a service failure. Quantitative data should therefore be combined with comment sampling, interviews, moderation logs and complaint analysis.

6. Customer Care and Conflict Management

Social platforms have become visible service channels. Users often expect rapid, conversational and accountable responses. A professional response has five characteristics:

  1. Recognition: Acknowledge the person's experience.
  2. Clarity: State what is known and what is not known.
  3. Ownership: Identify who will take the next step.
  4. Action: Provide a concrete solution or route to resolution.
  5. Follow-up: Confirm whether the issue was resolved.

A useful distinction is between a public response and private resolution. The public response demonstrates that the organisation is listening; the private channel protects account details and enables case handling. Managers should not ask users to publish order numbers, phone numbers or identity documents in public comments.

Conflict is not always harmful. Constructive disagreement can produce learning and signal that a community permits honest criticism. Conflict becomes damaging when it shifts from issues to identities, becomes repetitive and personal, involves threats or prevents others from participating.

De-escalation techniques include:

  • use calm, non-accusatory language;
  • separate the person from the behaviour;
  • avoid arguing about motives;
  • correct errors without humiliating the contributor;
  • move complex disputes to a suitable channel;
  • set a boundary when abuse continues; and
  • avoid promising outcomes that the organisation cannot deliver.

7. Misinformation and Information Integrity

Misinformation is inaccurate information shared without demonstrable intent to deceive; disinformation involves deliberate deception. In practice, managers often cannot confidently infer intent, so policy should focus on the content, foreseeable harm and available evidence.

A responsible response involves:

  • assessing the source and date;
  • distinguishing factual claims from opinion or satire;
  • checking primary or authoritative evidence;
  • identifying the potential harm of leaving the claim unaddressed;
  • correcting with concise, accessible information;
  • linking to evidence where appropriate;
  • avoiding unnecessary repetition of a harmful claim; and
  • escalating health, safety, election or legal issues to specialists.

Corrections should not exaggerate certainty. If evidence is incomplete, the organisation should say so. It should also correct its own errors visibly rather than quietly editing material in a way that conceals the change, unless safety or privacy requires removal.

Community managers must avoid becoming informal arbiters of every contested issue. Platform policies, organisational risk and relevant law should guide action. Content moderation is not a substitute for public education, media literacy or institutional trust.

8. User-Generated Content and Advocacy

User-generated content (UGC) includes reviews, testimonials, photographs, videos, comments, tutorials, fan creations and member stories. UGC can increase credibility because it shows how people experience an organisation in real contexts. It also creates legal, ethical and operational responsibilities.

Before republishing UGC, the organisation should consider:

  • whether the creator has given informed permission;
  • whether the permission covers the intended platform and duration;
  • whether minors or other vulnerable people appear;
  • whether music, images or trademarks create additional rights issues;
  • whether the content makes a regulated claim;
  • whether sponsorship or incentives must be disclosed; and
  • whether editing changes the meaning.

A like or public comment is not automatically permission to use a person's work in advertising. Consent records should be retained. If a creator receives payment, free products or another material benefit, the relationship should be disclosed in a clear and noticeable way according to applicable advertising standards.

Advocacy should be earned rather than manufactured. Organisations should not create fake accounts, purchase deceptive testimonials, pressure employees to conceal relationships or incentivise misleading claims. Authentic advocacy depends on satisfactory experiences, recognition, access and trust.

9. Technology, Automation and Artificial Intelligence

Technology can assist community operations through social listening, spam detection, sentiment classification, routing, translation, accessibility tools and suggested replies. Artificial intelligence may help identify repeated questions or prioritise posts for human review. These tools should support, not replace, accountable judgement.

Important risks include:

  • false positives that remove legitimate criticism;
  • false negatives that miss abuse or threats;
  • bias against dialects, minority languages or reclaimed language;
  • fabricated or overconfident responses;
  • privacy violations caused by unnecessary data collection;
  • opaque decisions that cannot be explained; and
  • over-automation that makes users feel ignored.

Best practice requires human oversight, testing on representative data, clear escalation paths, access controls, audit logs and periodic evaluation. AI-generated replies should be reviewed when the issue is sensitive, legally significant, emotionally complex or potentially harmful. Organisations should tell users when automated systems materially affect their interaction where required by law or policy.

10. Measuring Community Performance

Measurement should begin with objectives. If the objective is faster support, response and resolution measures are appropriate. If the objective is learning, helpfulness and repeat participation may matter more than raw impressions. If the objective is advocacy, voluntary referrals and credible member recommendations are more relevant than paid reach.

A simple measurement plan contains:

ObjectiveIndicatorData sourceDecision use
Improve supportMedian first-response time; resolution rateHelp desk and platform dataStaffing and process changes
Increase learningHelpful-answer proportion; repeat attendanceSurveys and event dataContent planning
Improve inclusionAccessibility feedback; participation diversityAudits and researchDesign and moderation changes
Reduce harmPolicy violations; repeat offenders; safety reportsModeration recordsRule and enforcement review
Encourage advocacyVoluntary referrals; approved member storiesReferral and consent recordsRelationship strategy

Managers should avoid confusing correlation with causation. For example, increased sales after a campaign may coincide with community activity but may also reflect seasonality, pricing or other media. Where possible, compare periods, segments or campaign objectives and supplement platform analytics with independent evidence.

Applied Case: The Northstar Outdoor Community

This is a fictional illustrative case.

Background

Northstar Outdoor, a mid-sized equipment retailer, operated a public Facebook group and a Discord server for hikers. The community had 48,000 members, but participation was concentrated among a small group of experienced users. New members frequently asked beginner questions and were sometimes mocked. A viral post also claimed that one Northstar product was unsafe, although the claim mixed a genuine recall notice for an older model with an unrelated product.

Problem

The company faced three connected risks: declining newcomer participation, inconsistent moderation and misinformation about product safety. Customer-care staff deleted some critical comments while leaving insulting replies visible. Members consequently believed that enforcement was arbitrary.

Analysis

The organisation reviewed three months of moderation logs, sampled 600 comments and interviewed 30 members. The analysis found that:

  • most negative comments concerned delivery or product clarity rather than hostility;
  • a small number of accounts generated repeated personal attacks;
  • beginners were less likely to post after receiving dismissive replies;
  • moderators lacked a shared decision guide; and
  • safety information was dispersed across several web pages.

The problem was therefore not simply “negative sentiment.” It was a governance failure involving unclear rules, weak information architecture and inadequate escalation.

Approach and solution

Northstar introduced a plain-language code of conduct distinguishing criticism from abuse. It created a three-level escalation process: routine service issues went to customer care, product-safety claims went to the technical team, and threats or privacy violations went to the safety lead. Moderators received training in de-escalation and misinformation response.

The company also created a pinned beginner guide, weekly “ask an expert” sessions and a visible product-safety page with model numbers and dates. Members could report content privately, and enforcement decisions were logged. When the inaccurate safety post resurfaced, Northstar acknowledged the genuine recall, clarified the affected models and linked to evidence without attacking the person who had shared the claim.

Outcome

After one quarter, first-time contributors increased, repeated personal attacks declined and customer-care cases were routed more consistently. The company did not judge success by comment volume alone. Interviews indicated that members better understood the rules and felt safer asking beginner questions. Some criticism remained, but it became more specific and easier to resolve.

Learning points

  1. Community health depends on governance, not only attractive content.
  2. Negative feedback and harmful behaviour must be treated differently.
  3. Clear evidence and calm correction are more effective than public humiliation.
  4. Measurement should include member experience, not only platform activity.
  5. Moderation, customer care and subject expertise must be connected through escalation procedures.

Ethical, Legal and Professional Responsibilities

Community managers operate at the boundary between organisational interests and public communication. Their decisions can affect reputation, privacy, safety and freedom of expression. Key responsibilities include:

  • collecting only necessary personal information;
  • obtaining appropriate consent for publication and UGC;
  • complying with advertising disclosure and consumer-protection rules;
  • protecting children and vulnerable people;
  • preserving evidence in serious cases;
  • applying rules consistently;
  • providing accessible channels for complaints and appeals;
  • avoiding deceptive engagement practices; and
  • respecting platform rules without assuming that platform rules replace organisational ethics.

Legal requirements vary by jurisdiction. Managers should consult relevant privacy, consumer-protection, copyright, accessibility, defamation, competition and online-safety requirements rather than treating this chapter as legal advice.

Best-Practice Checklist

A mature community operation should:

  • define a clear member value proposition;
  • research member needs and barriers;
  • publish understandable community rules;
  • distinguish criticism from abuse;
  • maintain response and escalation procedures;
  • train moderators in inclusion and de-escalation;
  • protect personal information;
  • use evidence-based misinformation responses;
  • obtain permission for UGC and disclose material relationships;
  • combine analytics with qualitative research;
  • audit automation for bias and error;
  • provide an appeal or review route; and
  • revise policies as platforms, risks and community expectations change.

Chapter Summary

Community management is the strategic and ethical practice of building relationships, enabling participation, providing care and protecting the conditions of digital interaction. Online communities differ from ordinary audiences because they involve continuity, interaction, shared meaning, norms and identity. Engagement ranges from presence and reaction to contribution, advocacy and leadership, although members do not necessarily move through these stages in sequence.

Effective management requires a purpose, member value proposition, audience journey, defined roles, participation design, moderation system and measurement plan. Moderation should be transparent, proportionate and behaviour-based. Constructive criticism should not be treated as abuse, while harassment, threats, hate speech, privacy violations and serious misinformation require appropriate intervention and escalation.

Inclusive design, accessible communication and consistent enforcement support community health. Customer care should recognise experience, provide clear ownership and follow through. User-generated content and advocacy can build credibility, but require consent, disclosure and respect for intellectual-property and privacy rights. Automation and artificial intelligence can improve routing and detection, but require human oversight, bias testing and privacy safeguards.

Finally, community success cannot be measured by volume alone. Meaningful participation, responsiveness, belonging, safety, value and voluntary advocacy provide a more balanced account of performance. The professional community manager combines communication skill with governance, research, judgement and ethical responsibility.

Key Terms

Community management: The planned practice of building, facilitating, moderating and sustaining an online community.

Digital engagement: Meaningful interaction between an organisation and its publics through digital media.

Online community: A network of people who interact repeatedly through a digital environment around shared meaning or purpose.

Engagement ladder: A model describing increasing forms of participation, from presence to leadership.

Social presence: The extent to which a medium enables people to experience others as socially real and present.

Uses and gratifications: A theory viewing audiences as active users who select media to satisfy needs.

Social identity: A person’s sense of self partly derived from membership in social groups.

Networked public: A public shaped by digital technologies and characteristics such as persistence, replicability and searchability.

Moderation: The application of rules and judgement to community content and behaviour.

Escalation: The transfer of an issue to a specialist or higher level of authority.

Community health: The degree to which a community is valuable, participatory, inclusive, trusted and safe.

User-generated content: Material created and shared by users, members or customers.

Advocacy: Voluntary support or recommendation of an organisation, product, creator or cause.

Misinformation: Inaccurate information shared without demonstrable intent to deceive.

Disinformation: Deliberately deceptive or misleading information.

De-escalation: Communication techniques used to reduce hostility and prevent conflict from intensifying.

Social listening: Systematic monitoring and interpretation of online conversations and mentions.

Response time: The elapsed time between an enquiry and the organisation’s response.

Content governance: The policies, roles and processes used to manage digital content and behaviour.

Community value proposition: The clearly stated benefit that members receive from participation.

Review Questions

Short Answer Questions

  1. What characteristics distinguish an online community from an ordinary social media audience?
  2. Define moderation and explain why it is a form of governance.
  3. What is the difference between misinformation and disinformation?
  4. Why is public acknowledgement often combined with private customer-care resolution?
  5. Identify two risks associated with automated moderation or AI-generated replies.

Long Answer Questions

  1. Explain the engagement ladder and discuss why engagement should not be interpreted as a strictly linear process.
  2. Describe the main components of a community management system and explain how they support one another.
  3. Discuss how a moderation policy can balance freedom of expression, criticism and protection from harm.
  4. Explain how inclusion and accessibility contribute to community health.
  5. Evaluate the ethical and legal responsibilities involved in using user-generated content and encouraging advocacy.

Analytical / Application Questions

  1. A brand community receives a sharp increase in comments after a product failure. Some users offer detailed criticism, while others post personal threats. Design a proportionate response and escalation plan.
  2. An AI moderation tool removes posts written in a minority dialect at a higher rate than standard-language posts. Analyse possible causes and propose an evaluation and corrective-action process.
  3. Using the Northstar Outdoor case, develop a compact dashboard containing one indicator each for participation, responsiveness, value, inclusion, safety and advocacy. Explain the limitation of each indicator.

Multiple Choice Questions with Answers

Question 1

Which feature most clearly distinguishes an online community from a simple audience?

A. Repeated interaction and shared norms

B. Exposure to paid advertising

C. A large number of followers

D. Use of branded visual content

Correct Answer: A. Repeated interaction and shared norms

Question 2

Which response is most appropriate for legitimate criticism of a product?

A. Delete it immediately

B. Acknowledge it and respond constructively

C. Ban the user without review

D. Replace it with a positive testimonial

Correct Answer: B. Acknowledge it and respond constructively

Question 3

What is the main purpose of a community value proposition?

A. To explain the benefit members receive from participation

B. To guarantee that every post becomes viral

C. To eliminate the need for moderation

D. To replace customer-service procedures

Correct Answer: A. To explain the benefit members receive from participation

Question 4

Which activity is an example of user-generated content?

A. A company’s scheduled advertisement

B. A platform’s automated notification

C. A customer’s product tutorial video

D. An employee’s private briefing document

Correct Answer: C. A customer’s product tutorial video

Question 5

If meaningful interactions are 240 and reach is 6,000, what is the engagement rate using (Meaningful interactions ÷ Reach) × 100?

A. 0.4%

B. 4%

C. 24%

D. 40%

Correct Answer: B. 4%

Question 6

Which practice best protects user privacy in customer care?

A. Requesting account numbers in a public comment

B. Publishing screenshots of private messages

C. Moving sensitive details to a secure channel

D. Asking other members to verify the customer’s identity

Correct Answer: C. Moving sensitive details to a secure channel

Question 7

What is a major limitation of measuring community success only through comment volume?

A. Comments are never measurable

B. High volume may reflect conflict or service failure

C. Comment volume always excludes members

D. High volume proves strong community health

Correct Answer: B. High volume may reflect conflict or service failure

Question 8

Which statement best describes responsible use of AI in moderation?

A. AI decisions should never be reviewed by people

B. AI should replace all community managers

C. AI should support judgement with oversight and auditing

D. AI should remove all negative opinions automatically

Correct Answer: C. AI should support judgement with oversight and auditing

Question 9

What is advocacy in a community-management context?

A. Paid distribution of every organisational message

B. Voluntary support or recommendation by members

C. Removal of critical comments

D. A platform’s ranking algorithm

Correct Answer: B. Voluntary support or recommendation by members

Question 10

Which factor is most relevant when responding to possible misinformation?

A. Whether the claim is inconvenient to the organisation

B. The source, evidence, date and potential harm

C. The number of emojis in the post

D. Whether the author is a frequent commenter

Correct Answer: B. The source, evidence, date and potential harm

Social Media & Influencer Marketing
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