Prompts for Work

10 AI Prompts for More Effective Performance Reviews

May 16, 2025

Performance reviews are a cornerstone of effective leadership and management, crucial for employee development, goal alignment, and providing valuable feedback. However, they are often perceived as time-consuming, stressful, or even ineffective if not handled well. Whether you're a manager preparing to evaluate your team or an employee looking to reflect on your contributions, structuring your thoughts and communicating them clearly is key. Generative AI can be a powerful assistant in this process, helping to draft feedback, set goals, prepare for discussions, and create development plans, making performance reviews more constructive and less burdensome. This guide offers 10 AI prompts designed to support both managers and employees in navigating the performance review cycle with greater efficiency and impact.

1. Set SMART Goals for the Review Period

Why it's important: Clear, measurable goals set at the beginning of a review period provide a benchmark for performance and ensure both manager and employee are aligned on expectations.

What the prompt does: Helps managers or employees define Specific, Measurable, Achievable, Relevant, and Time-bound (SMART) goals for an upcoming review cycle.

How to use: Specify the employee's role (or your own role if for self). Outline a general objective or area of focus (e.g., 'improve project delivery times', 'increase sales by X%', 'develop leadership skills'). Ask the AI to help formulate 2-3 SMART goals based on this, including potential metrics for measuring success and a timeframe (e.g., 'for the next 6 months').

Benefits & Why it Works: Provides clear, actionable objectives, facilitates objective performance assessment, ensures alignment. AI can structure general objectives into the specific components of the SMART framework.

Help me formulate 2-3 SMART (Specific, Measurable, Achievable, Relevant, Time-bound) goals for '[Employee Name/My Role]' for the upcoming review period of '[e.g., next 6 months, next quarter]'. The general objective is '[Describe general objective, e.g., 'to enhance client relationship management skills', 'to increase proficiency in Python for data analysis', 'to improve on-time project completion rate']'. Suggest specific metrics for measurement.

2. Prepare Employee Self-Assessment Points

Why it's important: Self-assessment empowers employees to reflect on their performance, highlight achievements, and identify areas for growth, leading to a more collaborative review discussion.

What the prompt does: Helps an employee brainstorm and structure key points for their self-assessment, focusing on accomplishments, challenges, and contributions related to their goals.

How to use: List your key responsibilities and goals for the review period. Note down specific achievements, projects completed, skills utilized or developed, and any challenges faced. Ask the AI to help organize these points into a structured self-assessment, perhaps using the STAR method (Situation, Task, Action, Result) for key accomplishments.

Benefits & Why it Works: Facilitates thorough self-reflection, ensures key contributions are highlighted, helps prepare for the review discussion. AI can help articulate achievements and structure thoughts logically.

Help me prepare key points for my self-assessment for the performance review period '[Date Range]'. My main goals/responsibilities were: [List 2-3 key goals or responsibilities]. My key achievements or contributions related to these include: [List 2-3 specific accomplishments, use STAR method bullets if possible: Situation, Task, Action, Result]. Challenges I faced: [List 1-2 challenges and how I addressed them]. Skills I utilized/developed: [List 1-2 skills]. Organize these into a structured self-assessment summary.

3. Draft Constructive Feedback on Strengths (Manager)

Why it's important: Acknowledging and reinforcing an employee's strengths is motivating and encourages continued high performance in those areas.

What the prompt does: Helps managers draft specific, positive feedback highlighting an employee's key strengths and contributions, with examples.

How to use: Identify 2-3 key strengths of the employee (e.g., 'excellent problem-solving skills', 'strong teamwork and collaboration', 'proactive initiative'). Provide a specific example or situation where the employee demonstrated each strength and the positive impact it had. Ask the AI to draft constructive feedback statements for each strength.

Benefits & Why it Works: Provides specific and impactful positive reinforcement, boosts morale, helps employees understand what they do well. AI can help phrase feedback professionally and link strengths to tangible outcomes.

Help me draft constructive feedback for an employee, '[Employee Name]', focusing on their strengths. 
Strength 1: '[e.g., Exceptional problem-solving skills]'. Specific Example: '[e.g., Resolved the critical X issue on the Y project by doing Z, which saved the team N hours.]'
Strength 2: '[e.g., Strong leadership in team projects]'. Specific Example: '[e.g., Effectively led the Z initiative, motivating the team and ensuring on-time delivery.]'
For each strength, write 1-2 sentences of positive, specific feedback highlighting the behavior and its impact.

4. Draft Feedback on Areas for Improvement (Manager)

Why it's important: Providing clear, constructive, and actionable feedback on areas needing development is crucial for employee growth. It must be delivered supportively.

What the prompt does: Helps managers draft feedback on areas where an employee can improve, focusing on specific behaviors or skills and suggesting paths for development.

How to use: Identify 1-2 specific areas for improvement (e.g., 'time management on complex projects', 'clarity in written communication', 'delegation skills'). Provide a specific, observable example of the behavior or situation. State the desired change or outcome. Ask the AI to help draft constructive feedback that is specific, behavior-focused, and offers suggestions for improvement or support.

Benefits & Why it Works: Delivers actionable and development-focused feedback, minimizes defensiveness, supports employee growth. AI can help frame critical feedback constructively and professionally, focusing on behavior rather than personality.

Help me draft constructive feedback for an employee, '[Employee Name]', on areas for improvement. 
Area 1: '[e.g., Attention to detail in reports]'. Specific Example: '[e.g., The Q2 report contained several data inaccuracies that required rework.]'. Desired Change: '[e.g., Implement a double-checking process before submission.]'
Area 2: '[e.g., Proactive communication on project roadblocks]'. Specific Example: '[e.g., A delay on Project Y wasn't flagged early, impacting the timeline.]'. Desired Change: '[e.g., Provide weekly updates on potential risks or delays.]'
Draft feedback that is specific, behavior-focused, explains the impact, and suggests actionable steps for improvement. Ensure a supportive tone.

5. Formulate Development Goals and Plans

Why it's important: Performance reviews should be forward-looking. Setting development goals helps employees grow their skills and advance their careers.

What the prompt does: Helps managers and employees collaboratively (or individually for self-planning) outline specific development goals and actionable steps to achieve them.

How to use: Identify a skill or area for development (from Prompt 4 or self-reflection). State the desired outcome or proficiency level. Ask the AI to help formulate a SMART development goal and suggest potential action steps, learning resources (e.g., courses, mentorship, on-the-job training), and ways to measure progress.

Benefits & Why it Works: Creates a clear roadmap for skill development, fosters employee growth and engagement, aligns individual development with organizational needs. AI can help structure development plans and suggest common learning activities.

Help formulate a development plan for '[Employee Name/Myself]' focusing on the skill/area: '[Specific Skill or Area, e.g., 'Advanced Excel skills for data analysis', 'Public speaking and presentation abilities', 'Strategic thinking in project planning']'. The desired outcome is '[e.g., 'To independently conduct complex data analyses using Excel by end of Q4', 'To confidently deliver presentations to senior leadership within 6 months']'. Suggest:
1. A SMART development goal.
2. 3-4 actionable steps to achieve this goal (e.g., courses, mentorship, specific projects, practice).
3. Potential ways to measure progress.

6. Prepare Talking Points for Review Discussion

Why it's important: Both managers and employees benefit from preparing key talking points to ensure the review discussion is focused, productive, and covers all necessary areas.

What the prompt does: Generates a list of key talking points for a manager or an employee to cover during the performance review meeting.

How to use: Specify your role ('Manager' or 'Employee'). Provide context: key achievements, areas of strength, areas for improvement, development goals, and any specific questions or concerns to address. Ask the AI to generate an outline of talking points for the meeting, ensuring a balanced discussion.

Benefits & Why it Works: Ensures a structured and comprehensive discussion, helps manage time effectively during the meeting, reduces anxiety by preparing in advance. AI can organize input into a logical conversational flow.

Generate an outline of key talking points for a performance review meeting for '[Employee Name]' from the perspective of the '[Manager / Employee]'. Key inputs:
- Role: [Manager/Employee]
- Key Achievements during period: [List 1-2]
- Key Strengths demonstrated: [List 1-2]
- Areas for Development identified: [List 1-2]
- Main Goals for next period: [List 1-2]
- [Optional: Any specific concerns or questions to raise]
Structure the talking points for a productive conversation.

7. Summarize Overall Performance (Manager)

Why it's important: A concise overall summary provides a clear takeaway message for the employee and a record for HR purposes.

What the prompt does: Helps managers draft a balanced and concise overall performance summary based on key strengths, achievements, and areas for development discussed.

How to use: Provide the key points from the review: major achievements, demonstrated strengths (from Prompt 3), areas identified for improvement (from Prompt 4), and progress against goals (from Prompt 1). Ask the AI to synthesize this into a brief (e.g., 1-2 paragraph) overall performance summary, maintaining a constructive and balanced tone.

Benefits & Why it Works: Creates a clear and concise record of performance, ensures a balanced perspective, saves time drafting summary statements. AI can synthesize multiple points into a coherent summary.

Help me draft a concise overall performance summary (1-2 paragraphs) for '[Employee Name]' for the review period '[Date Range]'. Key points to incorporate:
- Major accomplishments: [e.g., Successfully launched Project Alpha, Exceeded sales target by 15%]
- Demonstrated strengths: [e.g., Strong analytical skills, Excellent team collaborator]
- Key areas for continued development: [e.g., Developing strategic presentation skills, Improving delegation]
- Overall performance rating (if applicable): [e.g., Meets Expectations, Exceeds Expectations]
Maintain a balanced, constructive, and professional tone.

8. Outline a Performance Improvement Plan (PIP)

Why it's important: In cases of underperformance, a PIP provides a structured way to address issues, set clear expectations, and offer support for improvement.

What the prompt does: Generates a basic outline or key sections for a Performance Improvement Plan (PIP) based on specific performance concerns.

How to use: Clearly state the specific performance issue(s) that need to be addressed (e.g., 'consistent missed deadlines on Project X', 'low customer satisfaction scores due to Y behavior', 'failure to meet sales targets for Z period'). Ask the AI to outline the key components of a PIP, including: statement of concern, specific measurable improvement goals, action steps for the employee, support/resources to be provided by management, timeline for review, and consequences of not meeting goals. PIPs have legal implications; always consult HR/legal for proper procedure and specific drafting.

Benefits & Why it Works: Provides a structural starting point for a difficult process, ensures key components are considered for a fair plan. AI can list standard sections of a PIP. AI output is NOT a legal PIP document. Involve HR/Legal counsel.

Outline the key sections and considerations for a Performance Improvement Plan (PIP) for an employee struggling with '[Specific Performance Issue(s), e.g., 'meeting project deadlines consistently', 'accuracy in financial reporting', 'professional communication with clients']'. Include standard PIP components such as:
1. Statement of Concern/Performance Gap.
2. Specific, Measurable Improvement Goals.
3. Action Steps for the Employee.
4. Support and Resources to be Provided by Management.
5. Timeline for Review and Check-ins.
6. Consequences of Not Meeting PIP Goals.
**CRITICAL DISCLAIMER:** This outline is for informational structure ONLY. A PIP is a serious HR action with legal implications and MUST be developed and implemented in consultation with HR professionals and/or legal counsel.

9. Formulate How to Request Feedback (Employee)

Why it's important: Proactively seeking feedback throughout the year, not just during formal reviews, demonstrates initiative and a commitment to growth.

What the prompt does: Helps employees draft a professional request for specific feedback from their manager or colleagues.

How to use: Specify who you are asking for feedback (e.g., 'my manager', 'a senior colleague'). Mention the specific project, skill, or area you'd like feedback on (e.g., 'my presentation on Project X', 'my approach to client communication', 'areas I can develop to reach the next level'). Ask the AI to draft a polite and specific request for constructive feedback.

Benefits & Why it Works: Facilitates proactive professional development, shows initiative, helps gather targeted insights for improvement. AI can phrase requests clearly and professionally.

Help me draft a professional and polite request for feedback from my [Recipient, e.g., 'manager', 'project lead', 'senior colleague'] regarding '[Specific Area/Project, e.g., 'my performance on the recent X project', 'my presentation skills during the Y meeting', 'areas I can focus on for future development related to Z goal']'. I want to convey my commitment to growth and make it easy for them to provide constructive input. Suggest specific questions I could include to guide their feedback.

10. Generate Questions for Employees to Ask During Review

Why it's important: Asking thoughtful questions during a performance review shows engagement and helps employees clarify expectations, understand feedback, and align on future development.

What the prompt does: Generates a list of insightful questions an employee can ask their manager during their performance review.

How to use: Ask the AI to generate questions an employee could ask their manager during a performance review. Suggest categories for questions, such as: clarifying feedback, understanding expectations for the next period, discussing career development opportunities, understanding team/company priorities, or how to better support team goals.

Benefits & Why it Works: Empowers employees to actively participate in their review, ensures clarity on feedback and expectations, demonstrates engagement and growth mindset. AI can generate relevant questions based on typical review discussion topics.

Generate a list of 5-7 insightful questions an employee could ask their manager during a performance review discussion. The questions should aim to:
- Clarify feedback received.
- Understand expectations for future performance.
- Discuss career development and growth opportunities within the company.
- Understand how their role contributes to team/company goals.
- Seek advice on specific challenges or skill development.

Workflow: Navigating the Performance Review Cycle with AI

AI prompts can support various stages of the performance review process:

  1. Preparation & Goal Setting: Begin the cycle by defining clear objectives with prompt #1 (Set SMART Goals). Employees can then prepare using prompt #2 (Self-Assessment) and think about feedback they might want using prompt #9 (Request Feedback).
  2. Manager's Evaluation: Managers can draft balanced input using prompt #3 (Feedback Strengths) and prompt #4 (Feedback Improvement), then synthesize this into an prompt #7 (Overall Summary).
  3. Discussion & Planning: Both parties can prepare with prompt #6 (Discussion Prep). Employees can use prompt #10 (Employee Questions) to guide their participation. The discussion should lead to future plans with prompt #5 (Development Plan).
  4. Addressing Challenges: If necessary, managers can get a starting point for a difficult conversation using prompt #8 (PIP Outline), always involving HR/Legal expertise.

Conclusion

Performance reviews are a vital leadership and management tool for fostering growth, alignment, and open communication. While AI cannot replace the human elements of empathy, judgment, and direct conversation, it can be an incredibly valuable assistant in preparing for and structuring these interactions. By leveraging AI prompts, both managers and employees can make the performance review process more efficient, constructive, and focused on development. The goal is to use these tools to enhance, not replace, the meaningful dialogue that drives individual and organizational success.