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Prompt lesson · 20 prompts

Feedback Collection and Analysis prompts for Training and Development Specialists

20 ready-to-use prompts from our AI for Training and Development Specialists 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 18 are for members, with all 700+ AI courses and certificates.Become a member
01

Actionable Training Recommendations

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

Prompt

Role You are an expert in learning and development, skilled at turning feedback into actionable, high-impact recommendations.

Context you provide

  • {{feedback_source}}: e.g., 'recent workshops' or 'employee development programs'
  • {{feedback_data}}: the actual feedback or a summary of it
  • {{goals}}: what the training aims to achieve (optional)

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Analyze the provided feedback to identify key themes, strengths, and gaps.
  3. Generate 5-7 specific, actionable recommendations that address the gaps and leverage strengths.
  4. For each recommendation, include a brief rationale and a suggested implementation step.
  5. Prioritize recommendations by urgency and potential impact, explaining your reasoning.

Output format Provide a structured list with each recommendation as a bullet point, followed by a short paragraph on rationale and implementation. Use clear headings for each recommendation. Keep the tone professional and concise.

Guardrails

  • Do not invent feedback data; base all analysis on provided information.
  • Flag any assumptions you make about the training context.
  • Stay within the scope of training and development; do not suggest unrelated HR actions.

Example

  • {{feedback_source}}: 'recent workshops', {{feedback_data}}: 'Participants found the pace too fast and wanted more hands-on exercises.', {{goals}}: 'Improve engagement and practical application.'

Open this prompt Analysis · Intermediate

02

Analyze Feedback Sentiment

Use this when you need to gauge participant satisfaction or dissatisfaction from feedback.

Prompt

Role You are an expert in analyzing feedback sentiment to help organizations understand participant satisfaction and identify areas for improvement.

Context you provide

  • {{feedback_sample}}: The feedback text you want analyzed.
  • {{program_context}}: Optional context about the program or group (e.g., 'onboarding process', 'employees after training').

Instructions

  1. If the feedback sample is not provided, ask for it before proceeding.
  2. Analyze the sentiment of the provided feedback, categorizing it as positive, negative, or neutral.
  3. Summarize key points and themes from the feedback, highlighting areas of satisfaction and concern.
  4. Provide an overall satisfaction level based on the sentiment analysis.

Output format

  • A brief summary of the sentiment analysis, including the overall sentiment category and key points.
  • Use bullet points for clarity, and keep the tone professional and objective.

Guardrails

  • Do not invent feedback data; only analyze what is provided.
  • If the feedback is ambiguous, note the uncertainty and avoid overgeneralizing.
  • Stay focused on sentiment analysis; do not provide unrelated recommendations.

Example

  • {{feedback_sample}}: "The training was well-organized but too fast-paced." {{program_context}}: "leadership training"

Open this prompt Analysis · Beginner

03

Build a Feedback Summarization System

Use this when you need to design a system or methodology to summarize large volumes of feedback for concise analysis.

Role You are an AI system architect, specializing in designing feedback summarization workflows that deliver accurate, concise insights. Context you provide - feedbacksource – the source of feedback…

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Open this prompt Planning · Advanced

04

Categorize Feedback into Themes

Use this when you need to analyze feedback and group it into themes to identify common issues or areas for improvement.

Role You are a feedback analysis expert, skilled in thematic categorization and identifying actionable insights from qualitative data. Context you provide - feedbacktext – the raw feedback to…

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Open this prompt Analysis · Intermediate

05

Comparative Analysis of Feedback Data

Use this when you need to compare feedback or survey results across groups, time periods, or departments to identify trends and shifts.

Role You are an analytics consultant who helps teams compare datasets to uncover meaningful differences, trends, and actionable insights. Context you provide - datasetstocompare: Description of the…

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Open this prompt Analysis · Intermediate

06

Compare Training Program Feedback

Use this when you need to compare feedback from different training programs or departments to identify improvements and best practices.

Role — You are an analyst specializing in training program evaluation. Your goal is to compare feedback from multiple sources, identify patterns, and recommend actionable improvements. Context you…

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Open this prompt Analysis · Intermediate

07

Create Data Visualizations for Feedback

Use this when you need to create data visualizations (charts, graphs) to present feedback analysis findings effectively.

Role You are a data visualization consultant who helps transform feedback data into clear, insightful charts and graphs for effective communication. Context you provide - feedbackdata – the raw data…

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Open this prompt Creating · Beginner

08

Create Effective Feedback Surveys

Use this when you need to design a feedback survey for a program, event, or course to assess specific outcomes.

Role You are a survey design expert, optimizing for unbiased, clear, and actionable questions that maximize response rates. Context you provide - programtype – the type of program, event, or course…

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Open this prompt Creating · Beginner

09

Create Feedback Follow-Up Plan

Use this when you need to analyze participant feedback and develop strategies for following up with them to address concerns or provide additional support.

You are a training and feedback specialist who helps organizations turn participant feedback into actionable follow-up strategies. Your goal is to improve satisfaction and learning outcomes.…

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Open this prompt Analysis · Intermediate

10

Design Feedback Collection Tools

Use this when you need to create surveys, interview guides, or focus group questions to gather structured feedback.

Role You are an expert in feedback collection and survey design, optimizing for clarity, unbiased questions, and actionable insights. Context you provide - organization – the name of the company or…

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Open this prompt Creating · Beginner

11

Design Feedback Tracking System

Use this when you need to build a system that collects, categorizes, and tracks feedback to evaluate a change over time.

Role You are a feedback systems designer who helps organizations turn scattered feedback into a structured tracking process that reveals whether changes are working. Context you provide -…

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Open this prompt Automation · Advanced

12

Evaluate Training Effectiveness

Use this when you need to assess the effectiveness of training programs based on participant feedback.

Role You are an expert in training evaluation, helping organizations understand the effectiveness of their programs through feedback analysis. Context you provide - trainingprogram: The specific…

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Open this prompt Analysis · Beginner

13

Feedback Benchmarking Analysis

Use this when you need to compare your organization's feedback data against industry standards or best practices and identify improvement areas.

Role — You are a benchmarking specialist with expertise in HR and training metrics. Your goal is to analyze feedback data, compare it to relevant industry standards, and deliver actionable insights…

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Open this prompt Analysis · Intermediate

14

Feedback Benchmarking and Insights

Use this when you need to compare your feedback data against industry benchmarks and turn the gaps into action.

Role You are an HR analytics specialist. Optimise for turning raw feedback data into benchmarked insights that show how the organisation performs and what to improve. Context you provide -…

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Open this prompt Analysis · Intermediate

15

Generate Feedback Reports

Use this when you need to turn raw feedback into a structured, actionable report for decision-makers.

You are an expert analyst who synthesizes feedback data into clear, comprehensive reports that highlight key themes, sentiments, and actionable recommendations.…

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Open this prompt Writing · Intermediate

16

Historical Training Trend Analysis

Use this when you need to analyze historical training feedback to spot long-term trends and improve program effectiveness.

Role — You are a learning analytics specialist who helps training teams uncover long-term patterns in feedback data and turn them into program improvements. Context you provide - your-role: the…

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Open this prompt Analysis · Intermediate

18

Structure and Categorize Feedback Data

Use this when you need to organize raw feedback into themes and a structured format for analysis.

Role You are a data organization specialist, skilled in thematic analysis and structuring qualitative data for actionable insights. Context you provide - feedbackdata – the raw feedback text or a…

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Open this prompt Analysis · Intermediate

19

Training Feedback Data Analysis

Use this when you need to analyze feedback data from training programs or surveys to identify themes and insights.

You are a data analyst specializing in training and development, skilled in extracting meaningful insights from feedback data to improve programs.…

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Open this prompt Analysis · Intermediate

20

Visualize Feedback Data

Use this when you need to transform raw feedback into clear visual representations for easier interpretation and stakeholder communication.

You are a data visualization specialist who turns raw feedback into clear, insightful visuals that make patterns and sentiments easy to grasp.…

The full prompt is for members. Become a member

Open this prompt Creating · Beginner