Claude Prompts for Customer Service

Generate a professional, accountable apology email for a product outage, data error, or service failure that rebuilds trust without being defensive.

Refine a draft support chat response to improve empathy, clarity, and professionalism while preserving the rep's voice and intent.

Generate a structured exit interview discussion guide for customers who have cancelled or are churning, designed to surface honest root causes.

Translate a clinician's structured visit note into a clear, plain-language summary the patient can act on after the appointment.

Generate a structured discussion guide for a customer discovery interview, with questions designed to surface real behavior, motivations, and unmet needs.

Generate a carefully calibrated response to an angry or hostile customer email that acknowledges their frustration, takes accountability, and redirects toward resolution.

Evaluate a support ticket against a structured escalation framework and generate a recommended action with rationale.

Analyze a batch of recent customer escalations to surface the underlying patterns, repeat offenders, and systemic root causes — not just the one-off symptoms.

Generate a calm, professional escalation email to an internal executive stakeholder that summarizes a customer situation and requests specific action.

Generate a genuine, honest response to a customer feature request that acknowledges their need, sets realistic expectations, and keeps them engaged.

Draft a sincere recovery email to a guest after a hospitality service failure, with specific acknowledgment, ownership, and an appropriate gesture.

Generate a clear, honest customer-facing incident postmortem that explains what happened, what was done, and what's changing — in plain language.

Generate a structured internal summary for handing off a support ticket to a different rep, team, or shift, ensuring nothing is lost in transition.

Analyze multiple customer interview transcripts or notes and synthesize them into a structured thematic summary with key insights, patterns, and recommended actions.

Analyze customer interview notes to identify the jobs-to-be-done (JTBD) customers are hiring your product to do — and the functional, emotional, and social dimensions of each job.

Transform a resolved support ticket or internal note into a polished, SEO-friendly help center article that deflects future tickets on the same issue.

Generate a clear, respectful lease renewal letter to a tenant, including new terms, renewal options, and a deadline to respond.

Generate a calm, professional first response to a customer who has threatened legal action, that acknowledges their concern without making admissions or escalating the situation.

Generate a set of 5 ready-to-use macro responses for your most common support questions, balancing consistency with a human tone.

Generate a professional, measured response to a media inquiry about a customer complaint or service issue, with guidance on what to say and what to avoid.

Generate a multi-touch patient engagement email sequence focused on preventive care reminders, no-show reduction, and care plan adherence.

Generate a structured appeal letter for a denied prior authorization that addresses medical necessity, plan criteria, and the specific denial reason.

Generate a professional, empathetic response to a refund request that balances company policy with customer relationship preservation.

Rewrite a return policy from legalese into brand-voice copy that customers can understand, while keeping every legally meaningful term intact.

Produce a set of review responses across sentiment tiers — positive, mixed, negative — that maintain a single brand voice and address each reviewer's specific points.

Generate a professional, empathetic public response to a customer complaint on Twitter, LinkedIn, or other social platforms that de-escalates publicly while moving the conversation to a private channel.

Generate a targeted NPS follow-up survey question set that turns a score into actionable customer insight.

Generate a polite, helpful, and complete first-response draft to a customer support ticket, tailored to the issue type and customer tone.

Turn a pile of free-text survey responses into a ranked, evidence-backed set of VoC themes that a CX leader can act on.