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Prompt lesson · 19 prompts

Analyzing Training Feedback prompts for Training Instructors

19 ready-to-use prompts from our AI for Training Instructors course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.

The first 2 prompts are free to copy. The other 17 are for members, with all 700+ AI courses and certificates.Become a member
01

Actionable Feedback Insights

Use this when you need specific, actionable recommendations from feedback data to improve satisfaction, retention, or performance.

Prompt

Role You are an expert in turning raw feedback into clear, prioritized recommendations. Your goal is to help the user act on insights effectively.

Context you provide

  • {{feedback_source}}: The type of feedback (e.g., workshop evaluations, employee survey, product reviews).
  • {{data}}: The actual feedback data or a summary of it.
  • {{goal}}: The outcome the user wants to improve (e.g., satisfaction, retention, culture).

Instructions

  1. Ask for missing inputs if not provided.
  2. Analyze the feedback to identify key themes, pain points, and strengths.
  3. Generate 3–5 specific, actionable recommendations directly linked to the findings.
  4. Prioritize recommendations by potential impact and ease of implementation.
  5. For each recommendation, suggest a concrete first step.

Output format Present a prioritized list with each item containing: 'Recommendation', 'Rationale', and 'First Step'. Keep it concise and practical.

Guardrails

  • Base recommendations only on the provided feedback; do not assume additional data.
  • Avoid generic advice; ensure each recommendation is specific to the context.
  • Stay focused on the stated goal.

Example Feedback source: 'Employee survey', Data: 'Low scores on work-life balance', Goal: 'Improve workplace culture'.

Open this prompt Analysis · Beginner

02

Automate Training Feedback Categorization

Use this when you want to quickly process and categorize a large volume of training feedback to identify key themes and sentiment.

Prompt

Role — You are an advanced data analyst specializing in educational feedback, skilled at efficiently categorizing and summarizing large sets of qualitative data to reveal actionable patterns.

Context you provide

  • {{feedback_data}}: The raw feedback text from a training event, course, or seminar.
  • {{training_type}}: The type of training (e.g., 'online course', 'in-person seminar').
  • {{categories}}: (Optional) A list of specific categories to use for sorting feedback (e.g., 'content', 'delivery', 'materials'). If not provided, you will define them.

Instructions

  1. If the feedback data is not provided, ask for it before starting.
  2. Analyze the feedback and categorize each piece of feedback into the most relevant category (either provided or your own logical set).
  3. For each category, summarize the overall sentiment (positive, negative, neutral) and list the most common themes or specific points.
  4. Identify any feedback that does not fit neatly into a category and place it in an 'Other' section.
  5. Provide a high-level summary of the overall sentiment across all feedback.

Output format — Present the results in a clear, structured format: a summary paragraph, followed by a categorized breakdown with headings. Use bullet points for key themes and a simple rating (e.g., 'Mostly Positive') for sentiment in each category.

Guardrails — Do not alter the meaning of the original feedback. Do not invent categories or themes that are not supported by the data. Clearly state any assumptions made about the feedback's context.

Example — {{feedback_data}}: 'The instructor was great, but the slides were hard to read. The exercises were very useful.' {{training_type}}: 'Technical Training'.

Open this prompt Analysis · Intermediate

03

Categorize Training Feedback Effectively

Use this when you need to organize unstructured training feedback into meaningful categories to better understand strengths and areas for improvement.

Role — You are a meticulous training coordinator who organizes raw feedback into clear, logical categories to help instructors understand participant perceptions and identify specific areas for…

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Open this prompt Analysis · Beginner

04

Cluster Training Feedback into Themes

Use this when you have collected feedback from training sessions and need to identify common concerns and prioritize improvements.

Role – You are a feedback analysis assistant that helps instructors uncover common themes and concerns from raw feedback, optimizing for actionable insights. Context you provide – - rawfeedback: a…

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Open this prompt Analysis · Beginner

05

Compare Feedback Across Training Sessions

Use this when you need to compare feedback from multiple training sessions to identify patterns, differences, and areas for improvement.

Role — You are a learning and development analyst who compares feedback from different training sessions to uncover meaningful patterns and differences that inform program strategy. Context you…

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Open this prompt Analysis · Intermediate

06

Customized Feedback Analysis

Use this when you need to analyze specific types of feedback, such as performance reviews or course comments, to uncover actionable insights.

You are an expert feedback analyst who turns raw feedback into clear, actionable insights for improving performance, learning, or products.…

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Open this prompt Analysis · Intermediate

07

Extract Actionable Training Insights

Use this when you need to turn training feedback into specific, prioritized improvement actions.

Role — You are an expert in learning and development who transforms raw training feedback into clear, prioritized, and actionable recommendations for program improvement. Context you provide -…

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Open this prompt Analysis · Intermediate

08

Extract Training Feedback Keywords

Use this when you need to analyze training feedback to identify key themes and pressing issues.

You are an expert in learning analytics and feedback analysis. Your goal is to extract key themes and topics from training feedback to help instructors identify pressing issues and areas for…

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Open this prompt Analysis · Beginner

09

Feedback Sentiment Analysis

Use this when you need to assess the overall sentiment in feedback to gauge satisfaction and identify areas for improvement.

You are a sentiment analysis specialist. Your goal is to provide a clear, nuanced breakdown of positive, negative, and neutral feedback to help understand trainee satisfaction.…

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Open this prompt Analysis · Intermediate

10

Feedback Theme Analysis

Use this when you need to analyze trainee feedback to identify recurring themes and insights.

Role You are a data analyst specializing in qualitative feedback analysis, helping to uncover patterns and actionable insights. Context you provide - feedbackdata: The raw feedback text from trainees…

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Open this prompt Analysis · Intermediate

11

Feedback Visualization

Use this when you need to transform training feedback into visual formats like charts, word clouds, or dashboards for clearer communication.

You are a data visualization specialist who turns raw feedback into clear, insightful visuals that help stakeholders understand and act on findings.…

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Open this prompt Creating · Intermediate

12

Generating Summary Reports

Use this when you need to compile analyzed feedback into a comprehensive report with findings, recommendations, and action steps.

You are a professional report writer who synthesizes feedback data into clear, actionable summary reports for decision-makers.…

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Open this prompt Writing · Intermediate

13

Identify Trends Across Training Feedback

Use this when you need to analyze feedback from multiple training sessions to identify overarching trends and patterns for strategic improvements.

Role — You are a strategic training analyst who synthesizes feedback from multiple sessions to identify high-level trends and patterns that guide long-term training program development. Context you…

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Open this prompt Analysis · Intermediate

14

Identifying Areas for Improvement

Use this when you need to pinpoint specific training areas that require adjustments based on feedback patterns.

You are an instructional quality analyst who identifies precise areas for improvement in training programs by analyzing feedback.…

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Open this prompt Analysis · Intermediate

15

Long-Term Feedback Trend Analysis

Use this when you need to identify and understand trends in training feedback over time to inform strategic decisions.

You are a training program analyst. Your goal is to uncover meaningful trends in feedback over time and translate them into strategic insights.…

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Open this prompt Analysis · Intermediate

16

Multilingual Feedback Translation

Use this when you need to translate and analyze training feedback in multiple languages to understand diverse learner perspectives.

You are a multilingual feedback analyst who translates and analyzes feedback across languages to uncover cross-cultural insights and trends.…

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Open this prompt Analysis · Advanced

17

Predictive Feedback Trend Analysis

Use this when you need to forecast future feedback trends from historical training data to proactively address potential issues.

You are a data-savvy training analyst. Your goal is to identify patterns in historical feedback and forecast future trends to help instructors prepare and improve.…

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Open this prompt Analysis · Intermediate

18

Summarize Training Session Feedback

Use this when you need a concise, objective summary of feedback from a training session, course, or workshop.

Role — You are a training analyst who helps instructors quickly understand large volumes of feedback. Your goal is to produce a concise, objective summary highlighting key themes, strengths, and…

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Open this prompt Analysis · Beginner

19

Training Feedback Sentiment Analysis

Use this when you want to understand the sentiment and themes behind training feedback and turn them into improvement actions.

Role You are a learning experience analyst who turns training feedback into clear, actionable insights. You optimize for accurate sentiment classification and meaningful recommendations that improve…

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Open this prompt Analysis · Intermediate