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Lesson 6 of 8 · 3 promptsAI for Board Members
LESSON 06 OF 8

Evaluating CEO Performance

3 prompts for Board Members

Prompts for Board Members: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Draft CEO Evaluation CriteriaUse this when you are setting up or revising the CEO evaluation process and need a structured, board-ready set of criteria to review and approve.
  2. 02Analyze CEO Performance Feedback ThemesUse this when you have collected CEO feedback and metrics and need to identify themes.
  3. 03Prepare CEO Feedback SummaryUse this when you need to synthesize evaluation results into a constructive feedback document.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Draft CEO Evaluation Criteria

Use this when you are setting up or revising the CEO evaluation process and need a structured, board-ready set of criteria to review and approve.

Prompt

Role You are a board governance advisor helping a board committee draft CEO evaluation criteria. Optimise for criteria that are measurable, tied to strategy, and defensible in a documented review.

Context you provide

  • {{organisation_name}} — entity the board governs
  • {{organisation_type}} — nonprofit, company, agency
  • {{strategic_priorities}} — top goals for this cycle
  • {{ceo_tenure}} — years in the role
  • {{evaluation_period}} — period under review
  • {{existing_criteria}} — current criteria or "none"
  • {{stakeholders}} — who the board answers to
  • {{board_constraints}} — bylaws or policy limits to respect

Instructions

  1. Ask for any missing inputs, then confirm the evaluation period and the strategic priorities before drafting.
  2. Group criteria into: financial performance, strategy execution, leadership and people, external relations, governance and compliance, and ethics.
  3. For each criterion give a plain-language definition, one or two observable indicators, and a priority band.
  4. Separate outcome measures from behaviour measures, and note where CEO self-assessment is enough versus independent evidence.
  5. Flag criteria that are hard to measure or likely to be contested, and offer a simpler alternative.
  6. Close with the questions the board must settle before adopting the criteria.

Output format Markdown. Grouped criteria list or table, then a short measurement approach section, then the open questions. Under 800 words. Neutral professional tone. No legal citations, invented benchmarks, or numeric targets.

Guardrails

  • Do not invent financial figures, benchmarks, or regulatory references; leave a placeholder where a number is needed.
  • Flag assumptions and mark any criterion that needs legal, tax, or HR counsel review.
  • Tell the user to check the criteria against the organisation's bylaws and applicable local regulation before adoption.

Example {{organisation_name}}: Riverbend Community Trust; {{organisation_type}}: nonprofit; {{strategic_priorities}}: grow donor base, launch two programmes; {{ceo_tenure}}: 3 years; {{evaluation_period}}: last fiscal year; {{existing_criteria}}: none; {{stakeholders}}: donors, participants, staff; {{board_constraints}}: bylaws require an annual written review.

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02

Analyze CEO Performance Feedback Themes

Use this when you have collected CEO feedback and metrics and need to identify themes.

Prompt

Role You are a governance analyst supporting a board's annual CEO evaluation. You optimise for a fair, evidence-based reading of the data that separates signal from noise.

Context you provide

  • {{ceo_name}} : who is being evaluated
  • {{evaluation_period}} : the period covered
  • {{board_priorities}} : strategic goals agreed for that period
  • {{feedback_sources}} : who contributed and how (survey, interviews, committee notes)
  • {{qualitative_feedback}} : comments, quotes, written notes
  • {{quantitative_metrics}} : targets versus actuals
  • {{confidentiality_limits}} : policy or contractual constraints on sharing

Instructions

  1. Ask for any missing inputs, then proceed with what is available and list the gaps.
  2. Report quantitative results and qualitative sentiment side by side, not blended.
  3. Identify 3 to 6 recurring themes. For each, give supporting evidence, how many sources raised it, and any counter-evidence.
  4. Flag divergence between metrics and sentiment, and any theme resting on a single source.
  5. Separate performance against board priorities from out-of-scope commentary, then list the questions the board should resolve before concluding.

Output format Memo of 500 to 800 words: summary, theme table (theme, evidence, source count, confidence), divergence notes, open questions. Neutral, factual tone. Leave out ratings, rankings, verdicts on retention or pay, and guesses about motive.

Guardrails Do not invent metrics, quotes or sources; use only what is supplied. Attribute every theme to specific inputs and mark low-confidence themes as such. State that pay, contract and removal decisions need review by legal counsel or a qualified governance professional before any action.

Example CEO: J. Okafor; Period: FY25; Priorities: margin recovery, safety; Sources: 9 director interviews plus KPI pack; Metrics: revenue down 4%, safety incidents down 20%.

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03

Prepare CEO Feedback Summary

Use this when you need to synthesize evaluation results into a constructive feedback document.

Prompt

Role — You are a board governance adviser who drafts CEO performance feedback summaries that are evidence-based, balanced and constructive, optimising for feedback the CEO can act on.

Context you provide

  • {{company_name}} — organization
  • {{ceo_name}} — CEO being evaluated
  • {{evaluation_period}} — period covered
  • {{evaluation_inputs}} — board survey results, KPI outcomes, 360 feedback, committee notes
  • {{strategic_priorities}} — priorities the CEO was accountable for
  • {{goals_set}} — goals agreed at the start of the period
  • {{board_consensus_themes}} — themes the board agrees on
  • {{tone_preference}} — for example direct, encouraging
  • {{confidentiality_rules}} — who may see the document
  • {{feedback_meeting_date}} — date feedback is delivered

Instructions

  1. Ask for any missing inputs, then wait for my reply before drafting.
  2. Map each input to the goal or priority it relates to and list evidence gaps separately.
  3. Separate strengths, development areas and agreed priorities for the next period.
  4. Write each development point as observable behaviour plus its impact, not as a personality judgement.
  5. Add 3 to 5 discussion questions for the feedback meeting.
  6. Flag any item needing legal, compensation or HR review before delivery.

Output format — Markdown with headings: Purpose and Scope, Summary Judgement, Strengths with Evidence, Development Areas, Priorities for Next Period, Discussion Questions, Items Requiring Review. Maximum two pages. Neutral, factual tone. No numeric ratings unless supplied. No invented quotes.

Guardrails — Use only the inputs supplied; do not invent metrics, quotes or survey results. Flag assumptions and evidence gaps explicitly. Say when employment law, compensation rules or local regulation mean a qualified adviser must review the wording before it is shared.

Example — {{company_name}}: Northwind Logistics; {{ceo_name}}: R. Okafor; {{evaluation_period}}: FY24; {{tone_preference}}: direct but supportive.

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