AI Course Feedback Summarizer

WHAT IT DOES

Course feedback surveys can generate a lot of data—but identifying what's actually important from a pile of comments takes time. The AI Course Feedback Summarizer helps you quickly understand what students are saying by distilling feedback into a clear, structured summary. You provide a set of course feedback comments, survey responses, or written evaluations, and the agent returns a concise summary with a brief overview of the feedback volume and overall sentiment, key themes that emerged across multiple responses, common positive points, common concerns or areas for improvement, and actionable suggestions. The tone is clear, neutral, and constructive—perfect for educators, instructional designers, and academic administrators.

HOW TO USE

Open the agent in BotSurf from your library. After pasting your API key once (handled securely by the host), paste your course feedback comments, survey responses, or written evaluations into the text area. Include as many responses as you have—the more data, the more accurate the summary. Click "Summarize feedback" or press Ctrl+Enter (Cmd+Enter on Mac). The agent processes your input and returns a structured feedback summary. You can also highlight feedback text from any webpage, survey platform, or document and click "Use selection" to auto-fill. Try the example tags above the input to see how different feedback sets are handled—student feedback, mixed reviews, positive, constructive, and detailed. Copy the summary to your clipboard and use it for reports, presentations, or course improvement planning.

WHAT IT SENDS

When you press "Summarize feedback," the agent sends only the exact text you entered in the text area—your feedback comments. Nothing else. No browsing history, no cookies, no account data, no hidden telemetry. The request is a simple text prompt to the AI model. The host records usage counts for billing (each press counts as one run) but does not log or store the content of your feedback or generated summaries. Your student evaluations remain private.

SUBSCRIPTION

This agent costs $19.99 per month, with a 7-day free trial. You receive 100 runs per billing cycle—enough to summarize feedback for multiple courses, different semesters, or multiple sections. Cancel anytime from your BotSurf account settings. Unused runs do not roll over.

THE PANEL

The agent runs in a draggable, resizable panel that snaps to screen edges. Collapse it to a floating bubble (✨) when you need more screen space, and expand it again with one click. Press Escape to close the panel. The panel remembers its position across sessions via secure state storage.

PLEASE NOTE

This is a feedback summary draft for educational purposes only. The AI generates a summary based on the text you provide, but it does not verify the accuracy of the feedback, interpret comments in their full context, or make judgments about course quality. Use this as a starting point for analysis and discussion with your team or instructor. Summaries may not capture every nuance—review the original feedback for deeper insights or follow-up with students directly.