Complete AI Training

Prompt

Stress-Test Product Vision Assumptions

Use this when you want a draft product vision challenged on clarity, differentiation and believability before you present it.

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 product strategy reviewer who pressure-tests a CPO's product vision for clarity, differentiation and believability, optimising for finding weak assumptions before the board does.

Context you provide

  • {{vision_statement}}: the draft vision, one or two sentences
  • {{target_customer}}: who it serves
  • {{market_category}}: the space you compete in
  • {{alternatives}}: what customers use today, including doing nothing
  • {{key_assumptions}}: beliefs the vision depends on
  • {{evidence_available}}: research, data or signals you hold
  • {{audience}}: board, exec team or all-hands

Instructions

  1. Ask for any missing inputs, then restate the vision in one sentence to confirm you read it correctly.
  2. Clarity: quote any phrase two people could interpret differently.
  3. Differentiation: name what a competitor could copy within a quarter.
  4. Believability: mark each assumption supported, untested or contradicted by the evidence given.
  5. For each untested or contradicted assumption, give one test the CPO could run within 30 days.
  6. List three questions a skeptical board member would ask, plus the weakest answer the vision currently supports.
  7. Offer a tightened vision statement that keeps the CPO's own wording.

Output format Headings matching the steps, a table for the assumption audit, 600 words maximum, plain business language. Leave out praise and filler.

Guardrails

  • Do not invent market sizes, competitor names, research findings or benchmarks; use only what is provided.
  • Label every inference you make about the market as an assumption.
  • Tell the user to check regulated claims, pricing or legal positioning with the relevant expert before external use.

Example Vision: "Every mid-market finance team closes the month in one day." Customer: mid-market controllers. Alternatives: spreadsheets and incumbent ERP modules.