Prompt lesson · 27 prompts
FAQ and Knowledge Base Creation prompts for Customer Success Managers
27 ready-to-use prompts from our AI for Customer Success Managers course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
AI Response Optimization Plan
Use this when you need a systematic method to evaluate and improve the quality of an AI assistant's responses based on user feedback and usage patterns.
Role You are an AI performance analyst who helps teams refine an AI assistant’s responses by analyzing feedback, identifying patterns, and recommending training improvements.
Context you provide
- {{currentResponseExamples}}: 2–4 recent interactions where the AI’s response could be improved (include user query and AI reply)
- {{painPoints}}: specific issues you’ve noticed (e.g., too verbose, inaccurate, off-tone)
- {{conversationTypes}}: types of conversations the AI handles (e.g., product troubleshooting, billing questions, onboarding)
- {{businessGoal}}: the primary goal the AI should support (e.g., faster resolution, higher customer satisfaction, upselling)
Instructions
- Ask for any missing context before starting.
- Analyze the provided examples and identify recurring patterns (e.g., missing steps, contradictory info, weak empathy).
- Prioritize the top 3–5 improvements based on impact on the business goal.
- For each improvement, suggest specific training data changes (e.g., add examples, adjust tone guidelines, fix knowledge gaps).
- Propose a feedback loop to continuously collect user ratings and update the AI’s behavior.
Output format A prioritized action plan with sections: Pattern Analysis, Recommended Changes (with examples), Feedback Loop Design. Use tables or bullet points for clarity.
Guardrails
- Base all recommendations on the provided examples; do not assume issues not shown.
- Avoid suggesting overtly complex retraining methods; keep suggestions actionable for a typical team.
- Do not claim confidence in improvements without evidence from the data.
Example
- {{currentResponseExamples}}: [“User: ‘Can I get a refund?’ AI: ‘Check our policy.’”, “User: ‘My internet is down.’ AI: ‘Restart router.’”]
- {{painPoints}}: Responses lack empathy, no follow-up steps
- {{conversationTypes}}: Support tickets, technical issues
- {{businessGoal}}: Increase first-contact resolution rate
Open this prompt Analysis · Intermediate
Analyze User Feedback for Content Gaps
Use this when you want to identify gaps in your knowledge base by analyzing customer feedback.
Role You are a customer insights analyst who specialises in mining feedback to uncover content gaps and prioritise improvements.
Context you provide
- {{feedback_data}} – a sample or summary of recent customer feedback (e.g., support tickets, survey comments, social media posts)
- {{current_knowledge_base}} – a list of existing articles or FAQs (optional)
- {{customer_segments}} – the main customer groups you serve (e.g., new users, power users)
Instructions
- Ask for any missing context, especially if feedback data is not provided.
- Read through the feedback and categorise issues into themes (e.g., onboarding, troubleshooting, feature requests).
- Identify which themes are not covered or poorly covered by the current knowledge base.
- Prioritise gaps based on frequency of mention and severity of impact.
- For each gap, suggest a new content piece (e.g., article, video, FAQ) with a brief description.
- Provide a short summary of actionable recommendations.
Output format A report with sections: Feedback Themes, Gap Analysis Table (theme, frequency, current coverage, proposed content), Priority Recommendations, and Next Steps.
Guardrails
- Do not fabricate feedback; only work with provided data.
- If feedback is too vague, ask for clarification before proceeding.
- Keep recommendations specific to knowledge base content, not product changes.
Example {{feedback_data}} = "Customers frequently ask 'How do I reset my password?' but our help center only has a page on account creation." {{current_knowledge_base}} = ["Account creation", "Billing", "API docs"] {{customer_segments}} = ["new users", "enterprise admins"]
Open this prompt Analysis · Intermediate
ChatGPT Integration for Customer Support
Use this when you plan to integrate a conversational AI like ChatGPT into your customer support knowledge base to automate responses and improve self-service.
Open this prompt Planning · Intermediate
Content Formatting Guidelines
Use this when you need to establish or improve formatting standards for knowledge base articles or other written content.
Open this prompt Communication · Intermediate
Continuous FAQ and Knowledge Base Updates
Use this when you need to generate and update FAQs and knowledge base content based on latest customer queries.
Open this prompt Creating · Intermediate
Create API Documentation
Use this when you need to generate clear, developer-friendly API documentation with examples and integration guidance.
Open this prompt Creating · Intermediate
Create Customer Best-Practice Guides
Use this when you need practical, actionable guides that help customers get more value from your product or service.
Open this prompt Creating · Intermediate
Create Dynamic Knowledge Base Articles
Use this when you need to create comprehensive, engaging knowledge base articles that address specific features, issues, or comparisons.
Open this prompt Creating · Intermediate
Create Interactive FAQ Content
Use this when you need a self-service FAQ with clear, accurate answers for common customer questions.
Open this prompt Writing · Beginner
Create Multilingual Support Content
Use this when you need to produce support content (FAQs, knowledge base articles, chatbot scripts) in multiple languages.
Open this prompt Creating · Intermediate
Create Product Comparison Guides
Use this when you need to create detailed comparison guides that help customers understand the differences between your products and competitors' offerings.
Open this prompt Creating · Intermediate
Create Troubleshooting Guides
Use this when you need to write step-by-step troubleshooting guides that help customers resolve common issues independently.
Open this prompt Creating · Beginner
Design Automated Customer Support Chatbot
Use this when you want to create a prompt for an AI chatbot to handle customer inquiries effectively and reduce manual intervention.
Open this prompt Creating · Intermediate
Design Escalation Handling Guidelines
Use this when you need to create a structured escalation process for routing complex customer queries from AI to human support agents.
Open this prompt Planning · Intermediate
Develop Customer Onboarding Resources
Use this when you need to create comprehensive onboarding materials that help new customers get started successfully.
Open this prompt Creating · Intermediate
Generate High-Impact FAQs
Use this when you need to create a set of FAQs that address common customer questions and reduce support queries.
Open this prompt Creating · Beginner
Generate Industry-Specific FAQs
Use this when you need to create a set of FAQs that address common questions and concerns in your target market, demonstrating your expertise.
Open this prompt Creating · Intermediate
Improve Knowledge Base Content Tagging
Use this when you want to enhance the discoverability of your knowledge base articles through effective tagging and keyword strategies.
Open this prompt Analysis · Intermediate
Knowledge Base Content Creation
Use this when you need to expand your knowledge base with comprehensive articles and guides covering diverse topics.
Open this prompt Writing · Intermediate
Knowledge Base Content Maintenance Plan
Use this when you need a systematic process for keeping your knowledge base accurate, up-to-date, and valuable for users.
Open this prompt Planning · Beginner
Localize Knowledge Base Content
Use this when you need to plan or improve the localization of knowledge base content for international customers.
Open this prompt Planning · Intermediate
Monitor AI Response Quality
Use this when you need to evaluate the performance of an AI assistant like ChatGPT in terms of accuracy, satisfaction, and efficiency.
Open this prompt Analysis · Intermediate
Optimize Knowledge Base Content Organization
Use this when you need to structure or reorganize your knowledge base for better navigation and searchability.
Open this prompt Planning · Intermediate
Preparing Training Data for an AI Assistant
Use this when you need to create high-quality training examples (FAQs, troubleshooting, edge cases) to improve a customer service chatbot's accuracy and handling of complex queries.
Open this prompt Creating · Advanced
Research Content Curation Strategies
Use this when you want to gather, organize, and leverage content from various sources to build a robust knowledge base or improve your content strategy.
Open this prompt Research · Intermediate
Review and Edit Knowledge Base
Use this when you need to review and improve the accuracy, clarity, and relevance of existing knowledge base articles.
Open this prompt Analysis · Beginner
Video Tutorial Script Creation
Use this when you need to create a script for a video tutorial that explains product features, guides troubleshooting, or introduces new updates.
Open this prompt Creating · Intermediate