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How a customer service representative can use AI, task by task

O*NET 43-4051.00: Customer Service RepresentativesMedian pay $44,770/year (BLS, May 2025)13 tasksJob Zone 2: Some preparation

Interact with customers to provide basic or scripted information in response to routine inquiries about products and services. May handle and resolve general complaints. Excludes individuals whose duties are primarily installation, sales, repair, and technical support.

Type your own title and every prompt on this page updates to match. Also called: Account Representative, Call Center Representative, Client Services Representative, Customer Care Representative (CCR), Customer Service Agent, Customer Service Representative (CSR), Customer Service Specialist, Customer Support Representative (Customer Support Rep), Guest Service Agent, Member Services Representative (Member Services Rep).

Where AI fits in this job

AI-ready 21%AI-assist 71%Stays human 8%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 2 AI-ready, 10 AI-assist and 1 human-led tasks out of 13. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.Explain it clearly · Several times a day
  2. Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.Handle the admin · Several times a day
  3. Check to ensure that appropriate changes were made to resolve customers' problems.Answer questions · Daily

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Determine charges for services requested, collect deposits or payments, or arrange for billing.Hands-on work · Daily

Skills to build & where you could move ↓

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 2

AI produces a usable first pass. You review it, fix it and own it.

Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.

Several times a day

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.

Context: We use MEDITECH software and Medical procedure coding software.
Transactions: [paste daily cash, deposits, bills]
Accounts: [categories]

Categorize transactions, total them and flag anything that doesn't add up. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Account bookkeeping

Step 1Pick a real example: the next time you keep records of customer interactions or transactions. Leave out names and identifying details.
Step 2Fill in [Transactions] and [Accounts] with the real details, then run the prompt.
Step 3Reconcile with the bank statement before closing the month.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.5/5 · core task · O*NET work activity: Maintain financial or account records..

Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.

Daily

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.

Context: We use MEDITECH software and Medical procedure coding software.
Transaction or account: [describe]
Requirements: [forms, regulations]

List documents needed and draft the correspondence. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Compliance paperwork

Step 1Pick a real example: the next time you complete contract forms (today).
Step 2Fill in [Transaction or account] and [Requirements] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere. Confirm the rules against the current official source.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.1/5 · core task · O*NET work activity: Prepare documentation for contracts, transactions, or regulatory compliance..

AI can help you prep these 10

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.

Several times a day

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 28% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.

Context: The work draws on customer and personal service, sales and marketing and administrative.
Services or products: [what customers ask about]
Policies and facts: [hours, prices, rules]

Write short, friendly answers to common questions and how to handle what you don't know. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Customer information script

Step 1Pick a real example: the next time you confer with customers. Leave out names and identifying details.
Step 2Fill in [Services or products] and [Policies and facts] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.7/5 · core task · O*NET work activity: Discuss goods or services information with customers or patrons..

Check to ensure that appropriate changes were made to resolve customers' problems.

Daily

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to check to ensure that appropriate changes were made to resolve customers' problems.

Context: We use Salesforce software and MEDITECH software; the work draws on customer and personal service, sales and marketing and administrative.
Complaints I get: [list typical ones]
What I can offer: [fixes, policies]

Write responses that acknowledge, explain and resolve. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Complaint responses

Step 1Pick a real example: the next time you check to ensure (today). Leave out names and identifying details.
Step 2Fill in [Complaints I get] and [What I can offer] with the real details, then run the prompt.
Step 3Make sure every offer is within your authority.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.4/5 · core task · O*NET work activity: Respond to customer problems or complaints..

Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.

Daily

AI builds you an answer bank; exceptions and the human touch are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 93% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.

Context: We use Salesforce software and MEDITECH software; the work draws on customer and personal service, sales and marketing and administrative.
Situation: [page, notice]
Venue: [hotel, theatre]

Write short announcement templates. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Paging and notices

Step 1Pick a real example: the next time you contact customers (today). Leave out names and identifying details.
Step 2Fill in [Situation] and [Venue] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.2/5 · core task · O*NET work activity: Provide notifications to customers or patrons..

Refer unresolved customer grievances to designated departments for further investigation.

Weekly

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to refer unresolved customer grievances to designated departments for further investigation.

Context: We use Salesforce software and MEDITECH software; the work draws on customer and personal service, sales and marketing and administrative.
Requests I get: [types]
Who handles what: [departments, specialists]

Write a quick referral map and polite handoff wording. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Referral guide

Step 1Pick a real example: the next time you refer unresolved customer grievances (this week). Leave out names and identifying details.
Step 2Fill in [Requests I get] and [Who handles what] with the real details, then run the prompt.
Step 3Confirm the referral list with each department.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.1/5 · core task · O*NET work activity: Refer customers to appropriate personnel..

Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.

Daily

AI builds you an answer bank; exceptions and the human touch are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 68% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.

Context: We use Salesforce software and MEDITECH software; the work draws on customer and personal service, sales and marketing and administrative.
Complaints I get: [list typical ones]
What I can offer: [fixes, policies]

Write responses that acknowledge, explain and resolve. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Complaint responses

Step 1Pick a real example: the next time you resolve customers' service or billing complaints (today). Leave out names and identifying details.
Step 2Fill in [Complaints I get] and [What I can offer] with the real details, then run the prompt.
Step 3Make sure every offer is within your authority.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.2/5 · O*NET work activity: Respond to customer problems or complaints.. Also involves: Execute sales or other financial transactions..

Solicit sales of new or additional services or products.

Daily

AI preps talking points and practice; the relationship is yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 53% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI preps you: talking points, objection handling, tailored outreach and negotiation scenarios. The relationship and reading the room are yours.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to solicit sales of new or additional services or products.

Context: We use Salesforce software; the work draws on customer and personal service, sales and marketing and administrative.
Services: [describe]
Audience: [organizations, district]

Draft a pitch and outreach plan. Keep claims honest, list likely objections with responses, and role-play the other side so I can practice.

10-minute exercise: Promote services

Step 1Pick a real example: the next time you solicit sales of new or additional services or products (today).
Step 2Fill in [Services] and [Audience] with the real details, then run the prompt.
Step 3Ask for feedback on your answers and write down your best line for the real conversation.

Make sure every claim AI writes about your product is true and allowed. Over-promising is on you.

Importance 3.9/5 · O*NET work activity: Promote products, services, or programs..

Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.

Daily

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.

Context: We use Salesforce software and MEDITECH software; the work draws on customer and personal service, sales and marketing and administrative.
Complaints I get: [list typical ones]
What I can offer: [fixes, policies]

Write responses that acknowledge, explain and resolve. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Complaint responses

Step 1Pick a real example: the next time you obtain and examine all relevant information (today).
Step 2Fill in [Complaints I get] and [What I can offer] with the real details, then run the prompt.
Step 3Make sure every offer is within your authority.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 3.6/5 · O*NET work activity: Respond to customer problems or complaints..

Review insurance policy terms to determine whether a particular loss is covered by insurance.

Weekly

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to review insurance policy terms to determine whether a particular loss is covered by insurance.

Context: We use Adobe Acrobat and Microsoft SharePoint; the work draws on customer and personal service, sales and marketing and administrative.
Policy terms: [paste relevant sections]
Situation: [loss or bill, no names]

Explain whether it's likely covered, with quoted terms. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Insurance coverage check

Step 1Pick a real example: the next time you review insurance policy terms (this week).
Step 2Fill in [Policy terms] and [Situation] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Importance 4.0/5 · O*NET work activity: Review customer insurance information..

Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.

Monthly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.

Context: The work draws on customer and personal service, sales and marketing and administrative.
Order: [items]
Requirements: [fragile, labels]

Recommend packing and labelling. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Packing recommendation

Step 1Pick a real example: the next time you recommend improvements.
Step 2Fill in [Order] and [Requirements] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.2/5 · O*NET work activity: Recommend packing or shipping methods..

Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.

Weekly

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a customer service representative. Part of my job is to compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.

Context: We use MEDITECH software and Medical procedure coding software.
Payments: [cash, card, charge]
Rules: [policy]

Make a checklist. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Bill and payment handling

Step 1Pick a real example: the next time you compare disputed merchandise (this week).
Step 2Fill in [Payments] and [Rules] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both. Recompute every total yourself.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.6/5 · O*NET work activity: Process customer bills or payments.. Also involves: Verify accuracy of financial or transactional data..

These stay human 1

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Contact with others: constant contact with others · Dealing with the public: extremely important · Using hands on tools and objects: more than half the time · Frequency of decisions: once a week or more but not every day

Determine charges for services requested, collect deposits or payments, or arrange for billing.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a customer service representative. Part of my job is to determine charges for services requested, collect deposits or payments, or arrange for billing.

Context: The work draws on customer and personal service, sales and marketing and administrative.
Payments: [fees, deposits]
Rules: [receipts, cash handling]

List collection and deposit steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Collecting payments

Step 1Pick a real example: the next time you determine charges (today).
Step 2Fill in [Payments] and [Rules] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.2/5 · core task · O*NET work activity: Collect deposits, payments or fees.. Also involves: Calculate costs of goods or services..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Complex Problem Solvingimportance 3.1/5
    Used in: Monitoring and Controlling Resources
  • Judgment and Decision Makingimportance 2.9/5
    Used in: Monitoring and Controlling Resources

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Active Listeningimportance 4.0/5
    Used in: Performing for or Working Directly with the Public
  • Speakingimportance 3.9/5
    Used in: Performing for or Working Directly with the Public
  • Service Orientationimportance 4.0/5
    Used in: Performing for or Working Directly with the Public
  • Social Perceptivenessimportance 3.0/5
    Used in: Performing for or Working Directly with the Public

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

High school diploma is most common (55% of workers)

  • High school or less 55%
  • Certificate or some college 17%
  • Associate's 14%
  • Bachelor's 14%
  • On-the-job training: 1–3 months
  • Related experience: 1–2 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Adobe AcrobatAdobe Creative Cloud softwareAdobe IllustratorAdobe PhotoshopApple macOSFacebookGoogle DocsIntuit QuickBooksKronos Workforce TimekeeperMEDITECH softwareMicrosoft AccessMicrosoft Excel

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