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How to Use AI to Score Free-Text Answers in Microsoft Forms

Huda QurayshiHuda Qurayshi Oct 12, 2026 869 views

Question details

The user wants to evaluate and grade open-ended, free-text answers submitted through Microsoft Forms using artificial intelligence.

How to Use AI to Score Free-Text Answers in Microsoft Forms
Product
Microsoft Forms
Device & OS
not provided
Scenario
Automating the grading process for open-ended survey or quiz responses to save time and ensure consistent evaluation.
Observed behavior
Currently, free-text responses require manual grading; the goal is to implement AI models like Sentiment Analysis or custom rubrics to evaluate answers automatically.
Before you start

Ensure you have access to Microsoft Power Automate and an active premium license for AI Builder in your Microsoft 365 tenant before setting up the automation.

Solution 1Recommended

Automate Grading Using Power Automate and AI Builder

Connect Microsoft Forms to AI Builder via Power Automate to process submitted free-text answers using predefined or custom AI models.

By utilizing Power Automate, you can capture responses the moment they are submitted in Microsoft Forms and pass the text to an AI model for evaluation. While the Sentiment Analysis prebuilt model is easy to configure, it is best suited for feedback. For knowledge-based answers, a custom prompt or AI model utilizing a structured rubric is highly recommended.

1
Create a new Power Automate Flow

Log into Power Automate and create an automated cloud flow triggered by the 'When a new response is submitted' Microsoft Forms action.

2
Retrieve the form responses

Add the 'Get response details' action to your flow, selecting your specific form and the response ID from the dynamic content.

3
Add an AI Builder action

Insert an AI Builder action, such as 'Create text with GPT using a prompt' or 'Analyze positive or negative sentiment in text', and map it to the free-text answer field from your form.

4
Record the AI evaluation

Add a final action to store the AI's output, such as 'Add a row into a table' in Excel Online or 'Send an email' to the reviewer.

Automate Grading Using Power Automate and AI Builder
Limitation of Sentiment Analysis: Sentiment analysis evaluates tone, not factual accuracy. For knowledge-based questions, build a custom AI model using a structured grading rubric and always include a human review step.
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Frequently Asked Questions

Can I use AI to grade factual quizzes in Microsoft Forms?

Yes, but you shouldn't rely solely on prebuilt Sentiment Analysis models. You need to configure a custom prompt with a structured rubric in AI Builder and include a human review step for accuracy.

Why is my AI Builder connection failing in Power Automate?

Connection issues typically occur due to missing AI Builder licenses, insufficient tenant permissions, or temporary Microsoft 365 service outages. Check with your IT administrator.

Does Microsoft Forms have native AI grading built-in?

No, Microsoft Forms does not currently have a direct feature to AI-grade free-text answers. You must bridge the form with Power Automate and AI Builder to process the text.