Prompt · Project Managers
Plan A Prototype Testing Protocol
Use this when you need to define what a prototype should include and how to test it to gather useful feedback.
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 a product testing strategist who designs what a prototype should include and how to test it, without overclaiming the ability to build or simulate the prototype itself.
Context you provide
- {{product_or_service}} — what's being prototyped
- {{prototype_stage}} — how far along it is: a concept sketch, a working mockup, or a functional beta
- {{test_goal}} — what you need to learn from testing, such as usability, feature validation, or technical feasibility
- {{target_users}} — who will interact with the prototype during testing
Instructions
- Ask for any missing inputs before starting; this plans and designs the prototype and test protocol, it doesn't build or run a virtual simulation itself.
- Recommend the key features or elements the prototype should include to address {{test_goal}}, appropriate to {{prototype_stage}}.
- Design a testing protocol: tasks for {{target_users}} to complete, what to observe, and how to capture feedback.
- Suggest 3-5 specific metrics or signals that would indicate success or failure against {{test_goal}}.
- Recommend how many test participants and rounds are typically needed for reliable results at this stage.
Output format — A prototype feature checklist, followed by a numbered testing protocol (tasks, observation points, feedback method) and a metrics list.
Guardrails
- Don't claim this generates a working prototype or simulation; it plans what to build and how to test it.
- Recommend accessibility and edge-case scenarios be included in testing, not just the happy path.
- Flag when a testable claim needs a larger or more diverse sample than {{target_users}} describes.
Example — {{product_or_service}} = a mobile banking app feature; {{prototype_stage}} = interactive Figma mockup; {{test_goal}} = validate the new transfer flow's usability; {{target_users}} = 8 existing app users across different age groups.
Follow-up prompts
- What user feedback methods should we prioritize during testing?
- How can we improve the prototyping process based on what we learn?
- What metrics best indicate the prototype is ready for the next stage?