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Skill

Feature scoring

Score features based on customer and business needs

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The benefit of this AI skill

Objectively assess which features to build next. Run this AI skill during planning sessions to help with prioritization. Elle (the AI assistant) scores each feature against two critical dimensions — alignment with customer feedback and strategic initiatives — and assigns a score. It can also rank the set of features from highest to lowest based on score. The output is a table you can review with the team to decide what to focus on first. This reduces bias as you evaluate which features will have the biggest impact and provides a clear rationale behind your decisions.

Example output

An example screenshot of the AI Skill in use.

Tips to get the best results

  • Start from a list report, a release, or just name the features you want scored

  • Link each feature to relevant goals, initiatives, or key results for strategic content

  • Link relevant customer ideas

  • Review the recommendations with the team to align on next steps

How to get started

  1. Open a list report of features. (Or paste the record links in the chat when you run the skill.)

  2. Click the Elle icon to open the AI assistant

  3. Click the + icon in the prompt box and select Search the library

  4. Search for and select the Feature scoring skill

  5. Run the skill and work with Elle to refine the output

  6. Review the suggested scores and ranking with the team

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.