First 50 of 200 questions. Each one lists the choices, the correct answer, and an explanation. The checker at the top of this page saves progress in this browser when it is available.
Continue in the practice tool above to load more questions, 50 at a time.
Question 1Introduction to Customer Relationship Management
In customer relationship management, which statement best describes the core purpose of CRM?
- To build and maintain profitable, long-term relationships by understanding customer needs Correct answer.
- To replace all personal selling with automated mass advertising
- To reduce the number of products a firm offers to a single item
- To record employee attendance and payroll details
Explanation
CRM is a business approach that uses customer knowledge and interaction data to create value for both the customer and the organisation over time. Its focus is relationship quality and retention, not simply cost cutting or internal administration. Systems and software support this approach but do not define it.
Question 2Introduction to Customer Relationship Management
A vocational student lists the main components of CRM. Which set is most accurate?
- People, process and technology working together Correct answer.
- Advertising, packaging and pricing only
- Stock registers and supplier invoices
- Only the sales force and its travel budget
Explanation
CRM combines people (staff behaviour and skills), process (how customer interactions are managed) and technology (databases and software). All three must align for CRM to deliver results. Treating CRM as software alone is a common misunderstanding.
Question 3Introduction to Customer Relationship Management
Which benefit is most directly associated with effective customer retention in a CRM programme?
- Higher cost of acquiring each new customer
- Lower long-term cost of serving loyal customers Correct answer.
- Shorter average customer lifetime value
- Reduced likelihood of repeat purchases
Explanation
Retained customers tend to buy again and are cheaper to serve than newly acquired ones, so retention improves profitability. Customer lifetime value rises rather than falls when relationships last. Acquisition costs are not reduced by retention itself.
Question 4Introduction to Customer Relationship Management
A customer calls a helpline and the agent can immediately see the caller's past purchases and earlier complaints. This is an example of which CRM capability?
- Product design testing
- A single view of the customer Correct answer.
- Mass production planning
- Employee recruitment
Explanation
A single view of the customer means all relevant interaction history is available at the point of contact, so service is informed and consistent. This capability depends on integrated customer data rather than separate departmental records. It improves service quality but is not a manufacturing or HR function.
Question 5Introduction to Customer Relationship Management
Which of the following is an example of a customer touchpoint in CRM?
- The firm's internal audit schedule
- The salary structure of sales staff
- The annual general meeting of shareholders
- A customer's interaction with the company website Correct answer.
Explanation
A touchpoint is any point where the customer interacts with the organisation, such as a website, call centre, store or social media page. These moments shape the customer's perception and provide data for CRM. Internal audit, shareholder meetings and pay structures are not customer interactions.
Question 6Introduction to Customer Relationship Management
In CRM terminology, what does customer lifetime value (CLV) measure?
- The total profit a customer is expected to generate over the whole relationship Correct answer.
- The price paid on the customer's first purchase only
- The cost of the software licence used by the firm
- The number of complaints a customer files in a year
Explanation
CLV estimates the net value a customer brings over the entire duration of the relationship, not just one transaction. It helps firms decide how much to invest in acquisition and retention. Single purchases, complaint counts and licence costs are narrower or unrelated measures.
Question 7Introduction to Customer Relationship Management
A firm classifies customers into high, medium and low value groups and designs different service levels for each. Which CRM practice does this illustrate?
- Employee appraisal
- Customer segmentation Correct answer.
- Inventory rotation
- Product bundling
Explanation
Customer segmentation divides a customer base into groups with similar value or needs so that resources and offers can be tailored. Differentiated service levels are a typical outcome of segmentation. Bundling, inventory and appraisal are unrelated operational practices.
Question 8Introduction to Customer Relationship Management
Which sequence correctly represents the customer life cycle used in CRM planning?
- Awareness, win-back, acquisition, development
- Acquisition, retention, development, win-back Correct answer.
- Development, awareness, acquisition, retention
- Retention, acquisition, awareness, win-back
Explanation
CRM life-cycle models generally begin with acquiring the customer, then retaining them, growing the relationship through development or upselling, and finally attempting win-back if they lapse. The order matters because each stage uses different tactics and measures. The other sequences place later stages before acquisition, which is illogical.
Question 9Introduction to Customer Relationship Management
A retail store manager wants to reduce customer churn. Which CRM action is most appropriate?
- Stop collecting customer contact details
- Ignore complaints to save staff time
- Increase prices without informing customers
- Analyse reasons for customer exit and contact at-risk customers Correct answer.
Explanation
Churn reduction requires understanding why customers leave and intervening before they do, which depends on accurate customer data. Analysing exit reasons and proactively contacting at-risk customers are standard retention tactics. Ignoring complaints or cutting contact data would worsen churn.
Question 10Introduction to Customer Relationship Management
Which statement best distinguishes operational CRM from analytical CRM?
- Operational CRM deals with suppliers, while analytical CRM deals with employees
- Operational CRM supports front-office interactions, while analytical CRM examines customer data for insight Correct answer.
- Operational CRM stores no customer data, while analytical CRM stores all of it
- Operational CRM is used only by accountants, while analytical CRM is used only by sales staff
Explanation
Operational CRM covers day-to-day customer-facing activities such as sales, marketing and service automation. Analytical CRM uses the data captured by those activities to identify patterns and support decisions. The two are complementary parts of a complete CRM strategy.
Question 11Introduction to Customer Relationship Management
A company wants to personalise offers for each customer based on past buying behaviour. Which CRM element is most essential for this?
- Detailed customer data and analysis tools Correct answer.
- A larger office building
- Fewer communication channels
- A strict no-feedback policy
Explanation
Personalisation depends on knowing the customer, which requires detailed behavioural data and the analytical tools to interpret it. Without reliable data, offers cannot be matched to individual preferences. Physical facilities, channel reduction and refusing feedback all work against personalisation.
Question 12Introduction to Customer Relationship Management
Which of these is a valid example of a CRM metric used to monitor relationship performance?
- Weight of the company's delivery van
- Number of chairs in the office
- Customer satisfaction score Correct answer.
- Average rainfall in the region
Explanation
Customer satisfaction score is a recognised CRM metric that reflects how well the relationship is meeting customer expectations. Effective CRM measurement uses indicators such as satisfaction, retention rate and complaint resolution time. The other items are physical or environmental facts with no CRM meaning.
Question 13Introduction to Customer Relationship Management
A firm records every customer complaint, resolves it within a set time and follows up with the customer. Which CRM process is being applied?
- Complaint handling and service recovery Correct answer.
- Supplier negotiation
- Capital budgeting
- Product innovation
Explanation
Complaint handling and service recovery aim to resolve customer problems quickly and restore satisfaction, often turning a dissatisfied customer into a loyal one. Recording, resolving within a target time and following up are the defining steps. The other options belong to different business functions.
Question 14Introduction to Customer Relationship Management
Why is employee training considered important in a CRM implementation?
- It replaces the need for any customer data
- It guarantees that customers will never complain
- It helps staff use customer information and treat customers consistently Correct answer.
- It removes the need for management support
Explanation
CRM success depends on people as much as technology, so staff must be trained to use customer data and to apply consistent service standards. Training improves adoption and data quality. It cannot guarantee zero complaints or substitute for data and leadership.
Question 15Introduction to Customer Relationship Management
A firm collects customer data but never updates it, so agents contact customers with outdated information. Which CRM principle is being violated?
- Decentralised purchasing
- Aggressive pricing
- Rapid product obsolescence
- Data accuracy and maintenance Correct answer.
Explanation
CRM depends on accurate, current customer data; stale records lead to poor service and lost trust. Regular updating and data-quality checks are therefore core CRM disciplines. The other options describe unrelated business issues.
Question 16Introduction to Customer Relationship Management
Which statement correctly explains the relationship between CRM and customer loyalty?
- Loyalty is unrelated to customer experience
- Loyalty results from consistently meeting customer needs and building trust over time Correct answer.
- Loyalty is achieved mainly by offering the lowest price once
- Loyalty grows automatically once software is installed
Explanation
Loyalty is earned through repeated positive experiences, trust and perceived value, which CRM supports by making interactions consistent and responsive. Software alone cannot create loyalty. Price alone rarely sustains it, and customer experience is central to it.
Question 17Introduction to Customer Relationship Management
A telecom company notices that customers who call support more than three times in a month often leave soon after. What is the most useful CRM response?
- Charge those customers extra for calling support
- Disconnect customers after the third call
- Remove the support helpline entirely
- Flag high-contact customers for proactive retention action Correct answer.
Explanation
Frequent support contact can be an early warning signal of dissatisfaction, so flagging such customers allows the firm to intervene before they leave. This uses CRM data predictively for retention. Penalising or disconnecting callers would accelerate the loss.
Question 18Introduction to Customer Relationship Management
Two firms sell similar products. Firm A keeps detailed interaction records and follows up after every purchase; Firm B does neither. Which outcome is most consistent with CRM theory?
- Firm A will lose customers because records create confusion
- Firm A is likely to achieve better retention through timely, informed follow-up Correct answer.
- Both firms will have identical retention because products are similar
- Firm B will enjoy higher repeat purchase because it contacts customers less
Explanation
CRM theory holds that informed, timely follow-up strengthens the relationship and encourages repeat purchase, giving Firm A an advantage in retention. Similar products do not erase differences in customer experience. Record-keeping supports rather than confuses service.
Question 19Introduction to Customer Relationship Management
A firm plans a CRM project. Which combination of actions best reflects a sound implementation approach?
- Buy the cheapest software and install it without planning
- Launch in all departments at once with no pilot testing
- Define customer objectives, secure management support, train staff and measure results Correct answer.
- Collect maximum data without any privacy safeguards
Explanation
Sound CRM implementation starts with clear customer-focused objectives, gains leadership backing, prepares staff and tracks outcomes against measures. This sequence aligns technology with business goals. Unplanned purchases, unsafe data practices and untested rollouts raise the risk of failure.
Question 20Introduction to Customer Relationship Management
A manager argues that CRM is only relevant to large firms with expensive software. Which evaluation of this view is most defensible?
- It is correct, because relationship building requires advanced technology
- It is correct, because small firms have no customers to manage
- It is incorrect, because CRM forbids the use of any software
- It is incorrect, because CRM principles such as record-keeping and follow-up apply to firms of any size Correct answer.
Explanation
CRM is a management approach, not a software category, so its principles apply to small firms as well as large ones. A small firm can keep customer records and follow up systematically without costly systems. Size and technology level do not determine whether relationships matter.
Question 21Customer Service and Communication Skills
In customer relationship management, which term describes the total value a customer is expected to generate for a business over the whole period of their relationship?
- Customer acquisition cost
- Customer churn rate
- Customer share of wallet
- Customer lifetime value Correct answer.
Explanation
Customer lifetime value (CLV) estimates the net revenue or profit a customer brings across the entire duration of the relationship, often discounted to present value. It is a forward-looking metric used to justify retention spending.
Question 22Customer Service and Communication Skills
A CRM executive wants to know the most appropriate first step when a customer's complaint arrives through the company's toll-free helpline. Which action should the executive take?
- Log the complaint in the CRM system with full details before responding Correct answer.
- Ask the customer to resend the complaint by post
- Promise a full refund without checking policy
- Transfer the call immediately to the sales team
Explanation
Recording the complaint accurately in the CRM creates an auditable record, supports root-cause analysis, and lets the organization track resolution status. Responding comes after capturing details so the response is informed and consistent.
Question 23Customer Service and Communication Skills
Which communication element refers to the process of restating a customer's message in your own words to confirm understanding?
- Paraphrasing Correct answer.
- Summarising the invoice
- Interrupting
- Escalating
Explanation
Paraphrasing shows the customer that the service agent has listened and understood, and it allows corrections before action is taken. It is a core active-listening technique in customer service.
Question 24Customer Service and Communication Skills
A service agent replies to a dissatisfied customer: "I understand you are frustrated because the delivery arrived three days late." Which communication technique is the agent using?
- Defensive justification
- Empathic acknowledgement Correct answer.
- Silent treatment
- Upselling
Explanation
Empathic acknowledgement names the customer's feeling and links it to the specific cause, showing that the agent has understood the experience. It calms the interaction and builds trust before problem-solving begins.
Question 25Customer Service and Communication Skills
Which channel is best described as synchronous, meaning the customer and the service agent communicate in real time?
- FAQ web page
- Email
- Postal letter
- Live chat Correct answer.
Explanation
Live chat allows immediate two-way exchange, so it is synchronous. Email, letters, and self-service pages are asynchronous because the customer waits for a reply or reads static content.
Question 26Customer Service and Communication Skills
A CRM team notices that a large number of customers abandon the online purchase form at the payment step. Which action best applies CRM insight to improve the customer journey?
- Increase advertising spend to attract more visitors
- Close the online channel and rely on showroom sales
- Simplify the payment step and test the change with a small group of users Correct answer.
- Raise prices to increase revenue per sale
Explanation
CRM analytics identifies friction in the journey, and the appropriate response is to remove that friction at the exact point of abandonment. Testing with a small group confirms the fix before a full rollout.
Question 27Customer Service and Communication Skills
Which statement correctly describes the purpose of a service level agreement (SLA) in customer support?
- It defines the response and resolution times the provider commits to for customer requests Correct answer.
- It records the salary structure of service staff
- It describes the company's marketing campaign plan
- It lists the names of all customers in the CRM database
Explanation
An SLA sets measurable commitments such as first-response time and resolution time, and it gives both parties a shared benchmark. It supports accountability and helps prioritise tickets by urgency.
Question 28Customer Service and Communication Skills
A customer service representative answers a call and immediately says, "Good morning, thank you for calling. My name is Rina and I will be assisting you today." Which element of professional call handling does this best illustrate?
- A cross-selling pitch
- A request for payment
- An apology for a service failure
- A structured opening that identifies the agent and offers help Correct answer.
Explanation
A structured opening greets the customer, thanks them, identifies the agent, and signals willingness to help, which sets a professional tone. It also gives the customer a name to refer to during the interaction.
Question 29Customer Service and Communication Skills
A customer repeatedly uses abusive language while describing a billing problem. Which response best reflects professional handling of an angry customer?
- Acknowledge the billing issue calmly and set a boundary about respectful language before continuing Correct answer.
- Shout back to establish authority
- Argue about the accuracy of the bill first
- Hang up without any explanation
Explanation
Professional handling means staying calm, acknowledging the real issue, and stating a boundary on acceptable language without escalating the conflict. This keeps the conversation focused on resolving the billing problem.
Question 30Customer Service and Communication Skills
Which CRM feature most directly supports a customer service agent by showing a complete history of past complaints, purchases, and interactions on one screen?
- A payroll module
- A unified customer profile view Correct answer.
- A social media advertising dashboard
- A stock inventory report
Explanation
A unified customer profile consolidates interactions across channels so the agent can see context without asking the customer to repeat information. This improves consistency and speeds up resolution.
Question 31Customer Service and Communication Skills
A customer writes in Odia, but the assigned agent only speaks English. What is the most appropriate service response?
- Close the ticket because the language is unsupported
- Ask the customer to learn English before contacting support
- Arrange a colleague who speaks Odia or use an approved translation process, and reply in the customer's language Correct answer.
- Reply in English only and ignore the Odia message
Explanation
Language access is part of inclusive customer service; the customer should be served in a language they understand. Escalating to a capable colleague or using an approved translation process preserves accuracy and respect.
Question 32Customer Service and Communication Skills
During a service call, a customer says, "Nobody ever tells me anything about my order status." Which response best demonstrates active listening?
- "It sounds like the lack of updates has been frustrating. Let me check the current status of your order now." Correct answer.
- "You should have checked the tracking link yourself."
- "That is not our department's responsibility."
- "Many customers complain about this, so it is normal."
Explanation
Active listening reflects the customer's feeling and then moves to a concrete action, which shows the concern was heard. This combination of acknowledgement and action reduces frustration and rebuilds confidence.
Question 33Customer Service and Communication Skills
Which practice best protects customer data privacy when a service agent handles a call in an open office?
- Verify identity using approved questions and avoid reading sensitive details aloud unnecessarily Correct answer.
- Store call notes on a personal phone for later use
- Share the customer's account details with nearby colleagues for reference
- Announce the customer's full card number to confirm it
Explanation
Identity verification and data minimisation limit exposure of personal information to unauthorised people. In open offices, avoiding unnecessary disclosure protects the customer and complies with privacy obligations.
Question 34Customer Service and Communication Skills
A customer's complaint requires a decision beyond the agent's authority. What is the correct escalation approach?
- Tell the customer the issue cannot be resolved and end the call
- Forward the complaint without any notes to a random colleague
- Promise a resolution the agent cannot authorise
- Explain the reason for escalation, transfer with full context, and give the customer a reference and expected timeline Correct answer.
Explanation
Good escalation informs the customer why the issue is being raised, passes complete context so they do not repeat themselves, and sets expectations about timing. This preserves continuity and trust across the handover.
Question 35Customer Service and Communication Skills
Which metric best measures the percentage of customer contacts that were resolved during the first interaction without follow-up?
- Net promoter score
- First contact resolution rate Correct answer.
- Cost per acquisition
- Average handling time
Explanation
First contact resolution (FCR) counts contacts closed on the first attempt, reflecting efficiency and customer effort. It is distinct from satisfaction scores and speed metrics.
Question 36Customer Service and Communication Skills
A customer asks a question about a product feature that the agent does not know. Which response is most professional?
- Tell the customer to search online
- Change the subject to a product the agent knows well
- Invent a plausible answer to appear knowledgeable
- Admit the gap, commit to finding the accurate answer, and follow up within an agreed time Correct answer.
Explanation
Honesty about a knowledge gap followed by a firm commitment to follow up maintains credibility and gives the customer a reliable answer. Inventing information risks harm and erodes trust when discovered.
Question 37Customer Service and Communication Skills
Which behaviour best demonstrates cultural sensitivity when serving customers from diverse backgrounds in a CRM setting?
- Ignoring cultural differences because service should be uniform
- Using the same script word for word regardless of context
- Assuming all customers from one region behave identically
- Adapting greetings, formality, and pace to the customer's preferences while avoiding stereotypes Correct answer.
Explanation
Cultural sensitivity means adapting communication style respectfully while treating each customer as an individual rather than a stereotype. Flexibility in formality and pace improves comfort and comprehension.
Question 38Customer Service and Communication Skills
A company wants to measure how satisfied customers are after a support interaction. Which approach is most appropriate?
- Review the agent's attendance record
- Send a short post-interaction survey asking the customer to rate the experience and add comments Correct answer.
- Count the number of calls the agent handled that day
- Check the number of products in the catalogue
Explanation
A post-interaction survey captures the customer's own perception of the service, which is the direct measure of satisfaction. Comments add qualitative insight that helps target improvements.
Question 39Customer Service and Communication Skills
Which statement best explains why a CRM team should segment customers before designing service communication?
- Segmentation removes the need for any customer feedback
- Segmentation guarantees every customer will be satisfied
- Different segments have different needs, values, and preferred channels, so messages can be tailored Correct answer.
- Segmentation reduces the number of customers the company must serve
Explanation
Segmentation groups customers by shared characteristics so communication can match their needs, value, and channel preferences. Tailored messages are more relevant and effective than one-size-fits-all approaches.
Question 40Customer Service and Communication Skills
A customer service team finds that average handling time has fallen but repeat calls have risen sharply. Which interpretation is most defensible?
- Agents may be closing calls too quickly, so quality of resolution needs review Correct answer.
- The team has definitely improved service quality
- Handling time and resolution quality are unrelated
- Customers are calling more because they enjoy the service
Explanation
Faster calls combined with more repeat contacts suggest issues are not being fully resolved on the first attempt. The team should examine resolution quality rather than celebrate the speed gain alone.
Question 41Customer Service and Communication Skills
A customer complains on social media about a delayed refund. Which response strategy best protects the brand while respecting the customer?
- Acknowledge publicly, move the detailed discussion to a private channel, and follow up with a resolution Correct answer.
- Delete the post and block the customer
- Argue publicly that the delay is the customer's fault
- Reply with a generic promotional message
Explanation
Public acknowledgement shows other customers that concerns are taken seriously, while moving details to a private channel protects personal data. Following up with a concrete resolution addresses the underlying issue.
Question 42Customer Service and Communication Skills
An agent must convey a service delay to a customer. Which message structure is most effective?
- State the delay clearly, explain the cause briefly, apologise, and offer a specific next step with a timeline Correct answer.
- Give a long technical explanation of internal processes before mentioning the delay
- Hide the delay and hope the customer does not notice
- Blame a colleague for the delay before offering a solution
Explanation
Effective bad-news communication leads with the facts, gives a concise reason, apologises sincerely, and provides a concrete next step. This reduces uncertainty and gives the customer a basis for planning.
Question 43Customer Service and Communication Skills
A CRM analyst notices that customers who received a proactive outage notification contacted support less often than those who did not. Which conclusion is most reasonable?
- Customers who received notifications stopped using the service
- The analyst's data must be wrong because fewer calls is impossible
- Proactive notification has no relationship with contact volume
- Proactive communication may reduce inbound contact volume by pre-empting uncertainty Correct answer.
Explanation
Proactive updates answer the customer's main question before they call, plausibly lowering inbound volume. The relationship is correlational, so it should be tested further before being treated as proven.
Question 44Customer Service and Communication Skills
A customer service manager wants to reduce repeat complaints about the same product defect. Which action addresses the root cause rather than the symptom?
- Shorten the complaint form
- Increase the number of agents answering calls
- Analyse complaint records to identify the defect pattern and feed the finding to product and quality teams Correct answer.
- Offer every complaining customer a discount voucher
Explanation
Root-cause analysis uses complaint data to find the underlying defect and routes it to the teams that can fix it. Vouchers, extra agents, and shorter forms ease symptoms but leave the defect recurring.
Question 45Customer Service and Communication Skills
A customer says, "I will never buy from you again unless this is fixed today." Which combination of responses best balances empathy with realistic commitment?
- Acknowledge the urgency, explain what can be done today, and offer a clear timeline for the rest Correct answer.
- Ignore the threat and continue the standard script
- Guarantee same-day resolution regardless of feasibility
- End the conversation until the customer calms down
Explanation
Acknowledging urgency while stating realistic actions and timelines respects the customer without overpromising. Transparency about what is possible today builds credibility even when full resolution takes longer.
Question 46Customer Service and Communication Skills
In CRM communication, what does the term 'active listening' require a service agent to do during an interaction with a customer?
- Note down the customer's account number quickly so that the call can be transferred to another department
- Repeat the company's standard policy wording back to the customer before answering any question
- Concentrate fully on the customer's message, confirm understanding by summarising it, and respond to the stated concern Correct answer.
- Speak continuously so that the customer has no chance to interrupt the explanation
Explanation
Active listening means giving full attention to the speaker, then verifying comprehension by restating the key point in your own words and answering the actual concern raised. This reduces misunderstanding and repeat contacts. Merely reciting policy or rushing to transfer does not demonstrate that the message was understood.
Question 47Customer Service and Communication Skills
A CRM team wants every inbound customer email to be acknowledged within a defined time and routed to the right queue. Which element of a customer communication process most directly delivers this?
- A monthly newsletter describing new product launches to all subscribers
- An auto-acknowledgement message combined with rule-based routing of the email to the relevant service queue Correct answer.
- A satisfaction survey emailed one week after the case is closed
- A discount coupon sent to customers who have not purchased in the last year
Explanation
Acknowledgement plus rule-based routing ensures the customer knows the message was received and that the case reaches the team able to resolve it. Together these directly control response time and ownership of the contact. Marketing and post-closure survey activities do not govern inbound handling.
Question 48Customer Service and Communication Skills
An agent is writing a reply to a customer about a delayed delivery. Which structure best conveys the message while keeping the customer's trust?
- Apologise repeatedly without giving any revised date or next step
- List all the internal warehouse procedures, then mention the delay briefly at the end of the message
- State the delay first, then explain the cause, then give the new delivery date and the action being taken Correct answer.
- Ask the customer to contact the courier directly and close the case
Explanation
A service message should lead with the information the customer needs, explain the reason briefly, and close with a concrete revised commitment and the action being taken. This gives clarity and a sense of control. Burying the delay, omitting a new date, or deflecting to another party leaves the customer without resolution.
Question 49Customer Service and Communication Skills
A customer contacts support in a state of visible distress about a failed transaction. Which opening response by the agent best applies empathy while keeping the interaction productive?
- Acknowledge the customer's frustration, then ask a focused question to establish the facts of the failed transaction Correct answer.
- Explain the refund policy in full before the customer has described what happened
- Tell the customer to calm down before any assistance can be given
- Transfer the call immediately to a supervisor without collecting any details
Explanation
Empathy in service means recognising the customer's feeling first, then moving promptly to fact-finding so the problem can be solved. This validates the customer without losing control of the interaction. Lecturing on policy, ordering calmness, or transferring blindly all delay resolution.
Question 50Customer Service and Communication Skills
A CRM manager compares two branches. Branch A has high first-contact resolution and short handling time but a rising complaint rate about rushed calls. Branch B has longer handling time, high first-contact resolution and a falling complaint rate. Which conclusion is best supported?
- Complaint rate should be ignored because it reflects customer mood rather than agent performance
- Branch A is more efficient and should be the model for Branch B to copy
- Handling time is the only reliable indicator of service quality across both branches
- Branch B achieves resolution without sacrificing customer experience, so speed alone is an incomplete quality measure Correct answer.
Explanation
Branch B resolves contacts on the first attempt while complaints fall, showing that effectiveness and customer experience can be held together. Branch A's speed is offset by complaints of rushed handling, so handling time alone cannot indicate quality. The comparison supports judging service on resolution and experience jointly.