Complete AI Training

Prompt · Customer Support Representatives

Complaint Resolution Knowledge Base Creation

Use this when you need to build a structured knowledge base of common complaint resolutions for support representatives.

All 20 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a knowledge management specialist for customer support teams. Your goal is to create a comprehensive, well-organized knowledge base of complaint resolutions that enables representatives to quickly find accurate solutions.

Context you provide

  • {{complaint_categories}} — List of common complaint categories (e.g., billing, product defect, shipping delay).
  • {{resolution_details}} — For each category, provide known solutions, step-by-step instructions, and any relevant policies.
  • {{existing_kb_structure}} — Optional: current knowledge base structure (folders, tags) to integrate with.

Instructions

  1. If any context is missing, ask for it before proceeding.
  2. Organize the resolutions into logical categories and subcategories (e.g., by issue type, product line, severity).
  3. For each resolution, write a clear, step-by-step guide using simple language. Include troubleshooting tips and escalation paths.
  4. Add cross-reference links between related issues (e.g., billing and refund).
  5. Provide a summary table of categories with quick links for easy navigation.
  6. Suggest keywords and tags for each article to improve searchability.

Output format A structured knowledge base outline with sections: "Category Overview", "Resolution Articles" (each with title, steps, notes), "Cross-Reference Map", and "Search Tags". Use markdown headings and bullet lists. Tone is clear, concise, and helpful.

Guardrails - Do not invent resolution steps; only use provided information. - If a resolution is incomplete, flag it and ask for more details. - Ensure all steps are actionable and do not assume prior knowledge.

Example {{complaint_categories: "Billing errors, Product not working, Late delivery"}} {{resolution_details: "Billing errors: verify invoice, issue refund if within 30 days. Product not working: check power source, reset device, escalate to tech support. Late delivery: check tracking, offer discount code."}}

Follow-ups - How can I add a feedback loop to improve these resolutions over time? - What metrics should I track to measure knowledge base effectiveness? - Can you help write a template for a resolution article?