Learning & Development Managers are responsible for one of the most complex balancing acts in any organization: diagnosing skill gaps, designing engaging curriculum, delivering impactful training, and proving ROI — all while keeping pace with a constantly changing business landscape. ChatGPT can serve as a tireless thought partner throughout every stage of the L&D lifecycle, from drafting needs assessments to building facilitator guides and writing stakeholder reports. Whether you are designing a new onboarding program, rolling out leadership development, or evaluating training effectiveness, the prompts below will help you work faster, think deeper, and produce higher-quality learning experiences.
1. Training Needs Analysis
Prompt 1: Stakeholder Interview Script
You are an experienced L&D consultant. I need to conduct a training needs analysis for [department/role] at a [industry] company with approximately [number] employees. Write a structured 45-minute stakeholder interview script I can use with department heads. Include open-ended questions that uncover current performance gaps, desired future-state behaviors, root causes of underperformance, and any constraints on training delivery. Organize the questions into logical sections with transition phrases.
This gives you a ready-to-use interview guide that surfaces the real performance problems before you ever design a single slide.
Prompt 2: Skills Gap Analysis Framework
Create a skills gap analysis framework for the role of [job title] in a [industry] organization. First, list the 10 most critical competencies for this role organized by category (technical, interpersonal, leadership, etc.). Then, for each competency, define what proficiency looks like at three levels: beginner, proficient, and expert. Finally, suggest two assessment methods that would accurately measure each competency in a real work context.
A structured competency framework ensures your gap analysis produces actionable data rather than vague impressions.
Prompt 3: Survey Question Generator
Write a 15-question pre-training survey for [topic] training aimed at [audience]. The survey should assess: (1) current knowledge level, (2) confidence performing related tasks, (3) frequency of encountering relevant situations on the job, and (4) self-identified learning preferences. Use a mix of Likert scale, multiple choice, and one short open-ended question. Keep language simple and avoid jargon.
Pre-training surveys let you tailor content to actual learner needs rather than assumptions, increasing relevance and engagement.
Prompt 4: Root Cause Analysis Prompt
I am investigating why [specific performance problem] is occurring among [role/team]. The symptoms I have observed are: [list symptoms]. Possible contributing factors include: [list any known factors]. Using the 5 Whys method and fishbone diagram categories (People, Process, Technology, Environment, Management), help me map out the likely root causes. Then advise me on which causes are addressable through training versus which require other organizational interventions.
Distinguishing training-solvable problems from systemic issues prevents wasted investment and keeps L&D credibility high with leadership.
Prompt 5: Training Needs Analysis Report Outline
Write a professional Training Needs Analysis report outline for a finding that [summarize the gap/problem] at [company type]. The report will be presented to senior leadership and must justify a recommended training investment. Include sections for: executive summary, methodology, key findings with supporting data, recommended learning interventions, estimated timeline, resource requirements, and expected outcomes tied to business KPIs. Suggest what data visualizations would strengthen each section.
A well-structured TNA report transforms your research into a compelling business case that secures budget and buy-in.
2. Curriculum Design & Instructional Design
Prompt 6: Learning Objectives Writer
Using Bloom's Taxonomy action verbs at the [remember / understand / apply / analyze / evaluate / create] level, write 6 learning objectives for a training module on [topic] aimed at [audience]. Each objective must follow the SMART format (Specific, Measurable, Achievable, Relevant, Time-bound) and clearly describe what the learner will be able to DO after completing the module, not just what they will know.
Precise, behavior-focused learning objectives anchor every design decision and make post-training evaluation far more rigorous.
Prompt 7: Course Outline Builder
Design a detailed course outline for a [duration: e.g., half-day / 2-day / 4-week blended] training program on [topic] for [audience]. For each module, include: module title, estimated time, key learning objectives (2-3), core content topics, at least one active learning activity, and any required materials or pre-work. Ensure the course flow follows a logical progression from foundational concepts to real-world application.
A module-by-module outline gives you a blueprint that keeps design work on track and makes stakeholder reviews far more productive.
Prompt 8: Scenario-Based Learning Designer
Create three realistic workplace scenarios for a training module on [topic] aimed at [audience]. Each scenario should: depict a common on-the-job situation where the skill matters, present a decision point with at least three possible choices, include consequence descriptions for each choice (positive, partially correct, and incorrect), and conclude with a debrief question that connects back to the learning objective. Write in second-person perspective to increase learner immersion.
Scenario-based learning closes the gap between knowing and doing by forcing learners to practice judgment in a safe environment.
Prompt 9: Microlearning Module Script
Write a 5-minute microlearning video script on [specific topic] for [audience]. The script should open with a compelling hook that highlights a real workplace problem, deliver 3 key takeaways in plain language, include one concrete example or analogy for each takeaway, and close with a single call-to-action the learner can apply today. Format the script with [NARRATOR], [ON-SCREEN TEXT], and [VISUAL CUE] labels so a video producer can work directly from it.
A production-ready script reduces back-and-forth with media teams and ensures the instructional intent survives the editing process.
Prompt 10: Blended Learning Journey Planner
Design a blended learning journey for [topic] that spans [timeframe] for [audience]. Map out the sequence of learning touchpoints using the following modalities where appropriate: pre-work (reading, video, self-assessment), live instructor-led session (virtual or in-person), on-the-job practice assignment, peer discussion or social learning, post-training reinforcement (spaced repetition, job aids, coaching check-in). For each touchpoint, specify the purpose, modality, duration, and how it connects to the next step.
A deliberate learning journey sustains behavior change far longer than a one-time event by embedding learning into the flow of work.
3. Training Facilitation & Delivery
Prompt 11: Facilitator Guide Creator
Write a detailed facilitator guide for a [duration] training session on [topic]. Include: session objectives, materials checklist, room or virtual platform setup instructions, a minute-by-minute agenda, facilitator notes for each segment (key talking points, potential learner questions, transition phrases), instructions for each activity including timing and debrief questions, and tips for managing common facilitation challenges such as disengaged participants or off-topic discussions.
A thorough facilitator guide ensures consistent delivery quality whether you or a colleague is running the session.
Prompt 12: Icebreaker and Energizer Generator
Generate 5 icebreaker activities and 3 mid-session energizers for a [virtual / in-person] training on [topic] with [number] participants. Each icebreaker should: take no longer than 5 minutes, be inclusive and appropriate for a professional setting, and subtly connect to the training theme. Each energizer should reset attention and energy after a content-heavy segment. Include step-by-step facilitation instructions for each.
Well-chosen openers and energizers prime the brain for learning and maintain engagement throughout long sessions.
Prompt 13: Difficult Participant Situation Advisor
I am facilitating a training session and encountering the following challenge: [describe the situation, e.g., a senior participant who publicly challenges the content, a group that is disengaged and giving one-word answers, or a participant who dominates every discussion]. Provide me with 3 specific facilitation techniques to address this situation in the moment, language I can use verbatim, and advice on how to prevent this pattern from continuing for the rest of the session.
Having rehearsed responses to difficult dynamics allows you to stay composed and keep the group experience positive for all learners.
Prompt 14: Virtual Training Engagement Plan
I am converting a [duration] in-person training on [topic] to a virtual format using [platform, e.g., Zoom, Teams, Webex]. Design an engagement plan that prevents the session from becoming a passive webinar. Include: how to use breakout rooms effectively, 3 polling questions with their purpose, a collaborative whiteboard activity, a chat-based exercise, and how to structure the session timing to prevent screen fatigue. Provide a segment-by-segment facilitation flow.
Intentional virtual engagement design transforms online training from a passive broadcast into an active learning experience.
Prompt 15: Post-Training Action Planning Template
Create a structured post-training action planning template that participants complete in the final 15 minutes of a training on [topic]. The template should prompt learners to: identify 2-3 specific behaviors they will apply on the job, define what success looks like for each behavior, anticipate obstacles and list strategies to overcome them, name an accountability partner, and set a 30-day check-in date. Write the template in a warm, coaching tone that motivates follow-through rather than feeling like paperwork.
Action planning at the point of peak motivation dramatically increases the transfer of learning back to the job.
4. eLearning Content Development
Prompt 16: eLearning Storyboard Writer
Write an eLearning storyboard for Slide 1 through Slide 8 of a module on [topic] for [audience] to be built in [Articulate Storyline / Rise / Adobe Captivate]. For each slide include: slide title, on-screen text (max 50 words), narration script, visual description or image direction, any interactive element (click-to-reveal, drag-and-drop, etc.), and notes for the developer. The module should open with a realistic scenario, build knowledge progressively, and include at least one knowledge check.
A complete storyboard eliminates ambiguity for developers and reviewers, reducing revision cycles significantly.
Prompt 17: Knowledge Check Question Bank
Write a 20-question knowledge check bank for a module on [topic]. Include: 10 multiple-choice questions (4 options each, one correct answer, plausible distractors based on common misconceptions), 5 true/false questions with brief rationale for the correct answer, and 5 scenario-based questions where the learner must choose the best course of action. Tag each question with the learning objective it assesses and indicate the Bloom's level.
A tagged question bank makes it easy to build valid assessments and diagnose which objectives learners have not yet mastered.
Prompt 18: eLearning Script for Complex Process
Write an engaging narration script for an eLearning module that explains [complex process or technical topic] to [audience who are new to the topic]. The script should: avoid jargon or define it immediately when used, use analogies to make abstract concepts concrete, include one memorable story or example, maintain a conversational tone, and stay under [word count] words. Break the script into labeled segments that correspond to distinct screen sequences.
A well-crafted narration script is the single biggest lever for keeping learners engaged through complex content.
Prompt 19: Job Aid Designer
Design a one-page job aid for [task or process] that employees can reference in the moment on the job. The job aid should be usable without any prior explanation, use a clear visual hierarchy, include step-by-step instructions in plain language, highlight common mistakes to avoid, and include a quick-reference checklist. Format it so it can be printed as a desk reference or saved as a mobile-friendly PDF. Describe the layout structure and write the full content.
Effective job aids extend the life of training by giving employees a reliable reference that reduces errors long after the course is complete.
Prompt 20: Gamification Design for eLearning
I want to add gamification elements to an eLearning course on [topic] to increase completion rates and engagement for [audience]. Suggest a gamification strategy that includes: a narrative or thematic wrapper that fits the professional context, point system design, badge or achievement criteria (minimum 5 badges), a leaderboard approach that encourages healthy competition without demotivating lower performers, and at least 2 game mechanics (e.g., unlocking content, time challenges, branching missions) with implementation notes for [authoring tool].
Thoughtfully designed gamification increases both intrinsic motivation and time-on-task without trivializing the learning content.
5. Onboarding Program Design
Prompt 21: 90-Day Onboarding Plan Builder
Design a comprehensive 90-day onboarding plan for a new [job title] joining a [industry] company. Organize the plan into three phases: Days 1-30 (orientation and cultural immersion), Days 31-60 (role-specific skill building and relationship building), Days 61-90 (independent contribution and performance goal setting). For each phase, list: key learning milestones, suggested activities and resources, stakeholder meetings to schedule, checkpoints with the manager, and success criteria that signal the new hire is on track.
A phased onboarding plan prevents information overload, accelerates time-to-productivity, and reduces early attrition.
Prompt 22: New Hire Welcome Message Writer
Write a warm, professional welcome message for new hires joining [company name or type] in the role of [job title]. The message should: come from the perspective of the L&D team, communicate genuine excitement about the person joining, give a clear preview of what the onboarding experience will look like, reassure the new hire that support is available, and include 3 practical tips for getting the most out of their first week. Keep the tone human and encouraging without being overly corporate.
A thoughtful welcome message sets a positive emotional tone that primes new hires to engage fully with the onboarding experience.
Prompt 23: Buddy Program Framework
Design a structured buddy program to complement formal onboarding for [role] at a [company size/type] organization. Include: selection criteria and ideal profile for a buddy, a training outline for buddies (what they need to know and how to play their role effectively), a suggested meeting cadence and agenda for the first 90 days, a list of 10 conversation topics or activities buddies can use to help new hires integrate, and a feedback mechanism to evaluate the program.
A well-run buddy program accelerates cultural integration and gives new hires a trusted, informal resource that formal training cannot replicate.
Prompt 24: Onboarding Survey Designer
Write a 30-day onboarding experience survey for new hires at a [company type]. The survey should measure: clarity of role expectations, quality and relevance of training received, manager support, cultural integration, access to tools and resources, and overall confidence in performing the job. Include 12 questions using a mix of rating scales and open-ended responses. Add two pulse questions to resurvey at 60 and 90 days to track the trajectory of the onboarding experience.
Regular pulse surveys during onboarding give you early warning signals to intervene before a new hire disengages or exits.
Prompt 25: Manager Onboarding Checklist
Create a practical onboarding checklist for managers who are welcoming a new direct report. Organize the checklist into: pre-arrival tasks (before Day 1), first day priorities, first week activities, and first month milestones. For each item, include the purpose in one sentence so managers understand why each step matters. Add a section of common onboarding mistakes managers make and how to avoid them. The tone should be helpful and non-preachy — treat the manager as a partner in the new hire's success.
Equipping managers with a clear checklist ensures onboarding quality does not vary based on a manager's individual experience or habits.
6. Measuring Training Effectiveness
Prompt 26: Kirkpatrick Level 3 Evaluation Plan
Design a Level 3 (Behavior) evaluation plan for a training program on [topic] that was delivered to [audience] [timeframe] ago. The evaluation should measure the degree to which participants are applying what they learned on the job. Include: specific observable behaviors to measure, data collection methods (manager observation, self-report survey, performance metric review), a survey with 8-10 questions for both the participant and their manager, a data collection timeline, and guidance on how to analyze and report findings to stakeholders.
Level 3 evaluation provides the concrete evidence of behavior change that justifies the ongoing investment in training.
Prompt 27: Training ROI Calculator Framework
Help me build a framework to calculate the ROI of a training program on [topic] designed to address [specific performance problem]. Identify: the key business metrics the training was intended to improve, how to isolate the effect of training from other variables, a formula for calculating monetary benefits, how to account for fully-loaded training costs (design, delivery, learner time, technology), and how to present the ROI calculation in a way that is credible and transparent to a CFO-level audience.
A credible ROI framework positions L&D as a strategic business function rather than a cost center.
Prompt 28: Post-Training Survey Builder
Write a post-training survey for a [topic] training program attended by [audience]. Include questions that measure: immediate reaction (relevance, quality, facilitation), knowledge gained (2-3 knowledge check questions on core concepts), confidence to apply skills, intent to change behavior, and net promoter score for the training. Keep the survey to 10 questions maximum and explain how the data from each question can be used to improve the program.
A well-designed reaction survey captures data you can actually act on, rather than a satisfaction score that tells you little about learning quality.
Prompt 29: Training Effectiveness Dashboard Outline
Design the structure for a monthly L&D effectiveness dashboard to be shared with senior leadership at a [company type]. Include metrics across four categories: learning activity (completions, hours, participation rates), learner satisfaction (NPS, reaction scores), behavior change indicators (Level 3 data), and business impact indicators (Level 4 metrics tied to company KPIs). For each metric, specify the data source, how frequently it is updated, and what a healthy benchmark looks like. Suggest a simple one-page visual layout.
A clean, metrics-driven dashboard gives leadership the visibility they need to trust and invest in L&D as a strategic function.
Prompt 30: Learning Data Story Writer
I have the following training data from the past quarter: [paste your data — completions, assessment scores, survey results, behavior indicators, business metrics]. Help me write a compelling narrative for a leadership presentation that: opens with the most striking headline finding, explains what the data means in plain business language, identifies 2-3 insights that should influence future L&D investment, acknowledges gaps honestly, and closes with 3 recommended next steps backed by the data. Avoid making the presentation feel like a reporting exercise — make it a story.
Translating data into a narrative gives leadership context and direction, transforming your quarterly review from a status update into a strategic conversation.
7. Leadership Development Programs
Prompt 31: Leadership Competency Framework Designer
Create a leadership competency framework for [company type or size] that defines the behaviors expected at three levels: emerging leaders (individual contributors moving into management), mid-level managers, and senior leaders. For each level, identify 5-6 core competencies, define the observable behaviors that distinguish someone who is developing in the competency from someone who is demonstrating it consistently. Ensure the framework connects to [company strategic priorities if known, or general business outcomes].
A tiered competency framework provides a shared language for leadership expectations that makes development planning, feedback, and succession decisions far more consistent.
Prompt 32: 360-Degree Feedback Survey Writer
Write a 360-degree feedback survey for [leadership level] leaders in a [industry] organization. The survey should assess 6 leadership competencies: [list them or ask ChatGPT to suggest them]. For each competency, write 3 behaviorally anchored questions using a frequency scale (Never, Rarely, Sometimes, Often, Always). Include 2 open-ended questions: one asking the rater to identify the leader's greatest strength and one asking for one specific behavioral change that would make the leader more effective. Keep the language concrete and observable.
Behaviorally anchored survey questions produce feedback that leaders can act on immediately, rather than vague scores they cannot interpret.
Prompt 33: Leadership Development Program Architecture
Design the architecture for a 6-month leadership development program for [target audience, e.g., first-time managers, high-potential mid-level leaders] at a [company type]. Include: program objectives tied to business outcomes, a month-by-month learning journey with modalities (workshops, coaching, peer cohort sessions, self-directed learning, stretch assignments), 3 capstone project ideas that require participants to apply their learning to a real business challenge, a faculty/facilitator sourcing strategy (internal vs. external), and how you would measure program impact at 6 and 12 months post-graduation.
A structured, multi-month architecture gives leadership development the depth and reinforcement required to actually change how leaders think and behave.
Prompt 34: Coaching Conversation Guide for Managers
Write a practical coaching conversation guide for managers who want to have a developmental coaching conversation with a direct report on improving [specific skill or behavior]. The guide should include: how to open the conversation in a way that feels supportive rather than evaluative, 5 powerful coaching questions that help the direct report develop their own insights, how to transition from coaching to co-creating an action plan, what to say if the direct report becomes defensive, and a template for documenting the conversation and following up. Use the GROW model as the structural framework.
Arming managers with a concrete coaching guide multiplies your L&D impact by embedding development into everyday manager-employee interactions.
Prompt 35: Succession Planning Workshop Design
Design a half-day succession planning workshop for senior HR and business leaders at a [company type]. The workshop should help the group: agree on the definition of a high-potential employee, identify critical roles that require succession planning, assess the current pipeline against each critical role using a 9-box or similar framework, develop individual development actions for top succession candidates, and define criteria for when a candidate is ready to move. Include a facilitation agenda with timing, discussion questions, and any templates participants will complete during the workshop.
A facilitated succession planning workshop turns talent conversations from informal impressions into documented, actionable development plans backed by organizational consensus.
Want all 35 prompts in a convenient, copy-paste format? Get the complete AI Prompt Toolkit for this profession ->
Top comments (0)