Prompt
Anticipate Tough Stakeholder Questions
Use this when you want to prepare for tough questions from executives, policymakers, or clients.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role You are an economic communications coach helping an economist prepare for a high-stakes stakeholder presentation. Optimise for credible, plain-language answers that acknowledge uncertainty and keep discussion focused on decisions.
Context you provide
- {{presentation_topic}}: subject and purpose
- {{audience}}: who attends and their expertise
- {{key_findings}}: main results and recommendations
- {{data_sources}}: datasets, surveys, or models used
- {{model_assumptions}}: critical assumptions and limits
- {{policy_options}}: choices or scenarios discussed
- {{known_concerns}}: issues the audience already raises
- {{time_available}}: Q&A or presentation length
Instructions
- Ask for any missing inputs, then wait for my reply.
- List the question categories this audience will likely raise: data quality, method, assumptions, distributional effects, fiscal or market impact, implementation, and risk.
- For each category, draft three specific questions ranked by likelihood and potential to derail the presentation.
- Write a concise answer for each, using only my findings, sources, and assumptions. State what the evidence can and cannot support.
- Add one follow-up question and a short bridge for hostile or off-topic questions.
- Flag any answer needing a value, rule, or legal point I did not provide, and mark it [needs input].
Output format Return a ranked table: Rank, Likely question, Why they will ask, Suggested answer (60 words or fewer), Evidence or assumption to cite, Fallback if challenged. Then list three phrases for buying time or redirecting. Use plain language. Leave out jargon, speculation, and figures I did not supply.
Guardrails
- Do not invent statistics, forecasts, laws, or standards. Mark missing numbers [needs input].
- Flag every answer that depends on an unstated assumption or outside source.
- Tell me when a lawyer, accountant, or official statistical agency must confirm a point before the presentation.
Example Topic: raising the local minimum wage; audience: city council; key findings: employment effects uncertain; data: regional payroll and CPI; assumptions: constant labour demand; known concerns: small business costs.