AI Prompt Assistant

No more second-guessing what to do next in the scripting process!

Metaforms includes a built-in AI Prompt Assistant to help streamline the process of generating survey code. This feature is designed to improve both the quality and speed of XML generation — particularly useful for users who are working with large questionnaires or repeating question types.

• Save time when creating large or repetitive surveys

• Get more accurate XML by improving the quality of AI instructions

• Maintain momentum without repeatedly referring back to the questionnaire file

How does it work?

These suggestions appear as editable prompts in a box labeled “Suggested by AI.” You can modify the prompt or accept it as-is. This allows users to take full control over how instructions are interpreted by the AI — reducing incorrect outputs and making troubleshooting easier.

• 📝 The questionnaire file you’ve uploaded

• 🧩 The XML that has already been generated so far

Auto-Accept Mode (Optional, but powerful)

If you want to go full autopilot - especially when you’re working on structured sections like demographics or screeners - just turn on Auto-Accept.

With Auto-Accept enabled:

• The AI assistant auto-accepts each prompt

• Generates the XML

• Waits 10 seconds... so you can quickly review if it needs any changes

• Then moves on to suggest and generate the next block All without you having to click a thing.

Perfect for speeding through predictable or templated segments — while still leaving you in control for reviews and edits.

How to Enable your AI Assistant?

To turn on the AI Prompt Assistant:

1. Navigate to Settings → Features

2. Under Beta AI Features, enable AI Prompt Suggestions

1. Inside the XML tab of your survey, you’ll start seeing suggested prompts

2. You can toggle Auto-Accept Mode from the suggestion box itself

Why It Helps

Think of this as your AI co-pilot — helping you stay focused on logic, validation, and structure while it takes care of the grunt work. Whether you're scripting a few questions or working through a 40-page tracker, AI Prompt Suggestions help you keep building without stopping to plan every move.