The benefit of this AI request
Set a clear definition of done for every feature. When you enter this request, the AI assistant reviews the information in the feature definition and generates a set of acceptance criteria. It considers the primary user flow as well as edge cases and constraints. This helps the team align on how new functionality should work to deliver a lovable user experience. It also reduces scope creep and establishes test cases. Layer on custom instructions to follow the approach your organization uses (such as the "Given that [some context], when [some action is carried out], then [a set of observable outcomes should occur]" template).
The request
Example output
Tips to get the best results
Specify the feature you want to generate acceptance criteria for
Review the feature definition to ensure it includes enough details
Link related ideas, comments, and dependencies to inform edge cases
Note any nonfunctional requirements — like performance, security, accessibility, or compliance
Ask for output in a specific format (e.g., "Given/When/Then") or group it by scenario
Pair this prompt with the User story prompt to explain the feature's purpose
How to get started
Open the details page for the feature you are working on
Click the sparkle icon to open the AI assistant
Click the + icon in the prompt box and select Search the library
Search for and select the Acceptance criteria request
Run the request, check the results, and Insert the output into your feature
Click the star icon to add the prompt to your favorites in your personal settings
About the AI assistant in Aha! software
Accelerate your work with AI. The AI assistant in Aha! software is purpose-built for product development teams. It draws on advanced models from OpenAI, Anthropic, and Google, automatically selecting the best one for each task. Use it to instantly create text, records, reports, wireframes, whiteboards, and prototypes. You can also modify, link, and analyze key information in your account.
Choose from a library of pre-built prompts — including requests, instructions, and agents — that are tuned for product development work. Or create your own to support workflows that are unique to your team. The AI assistant automatically tailors responses based on the Aha! record you are working on and can reference and retrieve other records in a prompt or report. Give it a try today and change the way you plan and build products.
