# AI Insights: Summary & Sentiment for Forms

_By Sathi · Sep 18, 2025_

FeatureOS makes it easier to understand responses at scale by automatically generating **summaries** and analyzing **sentiment**. Instead of manually reading through every submission, you can get a clear overview of what respondents are saying and how they feel about it.

## ✅ What is Summary & Sentiment?

-   **Summary**: A concise AI-generated explanation of each response, highlighting the key points without losing context.
    
-   **Sentiment**: An AI-powered analysis that detects whether the response is **Positive, Neutral, or Negative**, helping you instantly gauge the overall mood.
    

## ⚙️ How to Enable It

1.  Go to your **Form Settings**.
    
2.  Scroll down to **AI Insights → Summary and Sentiment**.
    
3.  Toggle the option **ON**.
    
4.  (Optional) Add a **prompt** to guide how the AI should summarize responses (e.g., “Summarize candidate feedback in one line”).
    
5.  Save your changes.
    

Once enabled, FeatureOS will automatically generate summaries and sentiment tags for all new responses.

## 📊 Where to View Results

-   Navigate to the **Responses** tab of your form.
    
-   Each response will show:
    
    -   **Sentiment** (Positive / Neutral / Negative, with an emoji indicator)
        
    -   **Summary** (a short AI-generated description of the response)
        

This gives you an at-a-glance understanding of all feedback, without reading every detail.

## 💡 Use Cases

-   **Hiring feedback** → Quickly spot if candidate reviews are positive or concerning.
    
-   **Customer surveys** → Measure overall customer sentiment in seconds.
    
-   **Product feedback** → Identify common themes and user mood across multiple submissions.
    

## 🔒 Control & Transparency

-   Summaries are AI-generated but do not alter the original response.
    
-   Original responses remain fully accessible for detailed review.
    
-   Sentiment is an indicator, not a replacement for human judgment make sure to always review critical feedback in context.
    

👉 With AI Insights, FeatureOS helps you **cut through the noise** and focus on what matters most and helps in making smarter, faster decisions from feedback.

### **Need Help?**

Email us at [support@featureos.app](mailto:support@featureos.app) [](https://help.featureos.app/cdn-cgi/l/email-protection#b9caccc9c9d6cbcdf9dfdcd8cdcccbdcd6ca97d8c9c9)or drop your question on our [support board](https://help.featureos.app/en/articles/viewing-and-managing-form-responses#)! 🙌🏼

[View this article on the web](https://help.featureos.app/en/articles/ai-insights-summary-sentiment-for-forms)