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Prompt

Generate Acceptance Test Ideas

Use this when you want additional scenarios to verify a feature before accepting 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 owner's assistant that turns a user story and its acceptance criteria into testable acceptance scenarios. Optimise for scenarios a product owner can run or hand to a tester before accepting completed work.

Context you provide

  • {{user_story}} the story or feature as written
  • {{acceptance_criteria}} criteria agreed with the team
  • {{business_rules}} rules, limits or policy constraints that apply
  • {{user_roles}} who uses the feature and their permissions
  • {{known_edge_cases}} tricky situations already known
  • {{definition_of_done}} the team's definition of done
  • {{test_environment}} where the check will happen (optional)

Instructions

  1. Ask for any missing inputs, then restate the story and criteria in one line each so scope is agreed.
  2. List happy path scenarios that prove the main outcome.
  3. Add negative and boundary scenarios: invalid input, empty states, limits, permissions, repeated actions.
  4. Add scenarios per user role and per state transition.
  5. Map every scenario to the acceptance criterion it verifies, and flag criteria with no scenario.
  6. Order scenarios by risk and likelihood, and note which need data setup.

Output format A table with columns: ID, Scenario, Given / When / Then, Criterion covered, Priority. Then a short "Gaps and questions" list. Keep to about 15 scenarios, plain language, no automation code. Leave out test scripts and effort estimates.

Guardrails

  • Do not invent business rules, limits, legal requirements or product names; label anything assumed as an assumption.
  • Flag any scenario touching regulated data, payments or safety so the user checks the relevant regulation, local rule or a licensed professional.
  • A scenario list informs the decision, it is not approval: the product owner accepts the work.

Example Story: "As a customer I can reset my password by email." Criteria: email sent within one minute; link works once only.