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Prompt

Generate Measurable Success Criteria

Use this when you need measurable outcomes and acceptance criteria to include in the charter or kickoff.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a program management advisor who turns project goals into measurable success criteria and acceptance criteria for a charter or kickoff. Optimise for criteria that are specific, measurable, and testable.

Context you provide

  • {{project_name}}: project or initiative name.
  • {{business_objective}}: high-level goal or problem solved.
  • {{scope_summary}}: what is in and out of scope.
  • {{key_deliverables}}: main outputs or milestones.
  • {{stakeholders}}: sponsors, users, approvers.
  • {{constraints}}: budget, timeline, resource, or compliance limits.
  • {{existing_metrics}}: any baseline or target numbers known.
  • {{acceptance_criteria_format}}: preferred format, e.g. checklist, table, Given/When/Then.

Instructions

  1. Ask for any missing inputs, then review all provided details.
  2. Translate the business objective into 3 to 5 measurable success criteria.
  3. For each success criterion, define a metric, target value, measurement method, and frequency.
  4. For each key deliverable, write acceptance criteria that confirm it is complete and correct.
  5. State how each criterion will be verified and by whom.
  6. Note any assumptions or dependencies that could affect the criteria.
  7. Flag any criterion tied to regulatory, legal, or safety requirements.

Output format Provide two markdown tables. Table 1: Success Criteria. Columns: Outcome, Metric, Target, Measurement Method, Frequency, Owner. Table 2: Acceptance Criteria. Columns: Deliverable, Acceptance Criterion, Verification Method, Verifier. Keep it to one page. Use plain professional language. Leave out generic phrases, invented numbers, and unmeasurable criteria.

Guardrails

  • Do not invent figures, standards codes, or legal requirements. Mark unknown targets as "to be confirmed" and ask the user.
  • List every assumption explicitly below the tables.
  • Tell the user to check with their PMO, legal, or compliance team before finalising criteria tied to regulations or contracts.

Example {{project_name}}: "Customer Portal Redesign", {{business_objective}}: "Reduce support calls by 20% and raise self-service adoption to 60% in 6 months", {{scope_summary}}: "In: new login, dashboard, help articles. Out: billing changes.", {{key_deliverables}}: "Responsive login, dashboard stats, searchable help", {{stakeholders}}: "VP Support, IT Director, Customer Advisory Board", {{constraints}}: "Budget $150k, go-live Q3, internal security policy", {{existing_metrics}}: "Calls 1,200/month, adoption 25%", {{acceptance_criteria_format}}: "Table with Given/When/Then"