/01
Feedback by lesson
Review ratings and sentiment by page to find lessons that may need attention.
Example lesson feedback
L4: Standard deviation31 comments
L7: Hypothesis testing22 comments
L2: Mean & median14 comments
+ 3 more→
Feedback for course content
See which course content needs work
Add a feedback widget to lessons and course pages. Collect ratings, comments, and optional annotated screenshots while the content is still fresh.
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course/intro-to-stats/lesson-4
Lesson 4 of 5
Standard deviation
Formula
σ = √(Σ(xᵢ - μ)² / N)
How was this lesson?
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The formula came out of nowhere. Could you show how it's derived from variance first?
What you can reviewPage-level feedback for
Page-level feedback for
course content.
/02
Comments with page context
Students can comment on the lesson and add an annotated screenshot for visual context.
“This formula needs a worked example. I can't follow.”
Example student
/03
Suggested feedback themes
AI Reports draft recurring themes and suggested actions from selected feedback. Your team reviews the result.
Need worked example before formula31 mentions
Quiz Q4 ambiguous wording22 mentions
Video audio drops at 4:1214 mentions
+ 2 more themes→
/04
No student account needed
Students can submit without attaching an email address. Page context and screenshots can still identify someone. Review your privacy requirements before enabling capture.
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Integrations
Add feedback where your course allows scripts.
Your LMS must allow a third-party widget script. Check its permissions and test the lessons students use before rolling out.
The platforms shown are examples to assess, not dedicated LMS integrations. Support depends on whether your account and course theme allow scripts. See all integrations →
AI ReportsReview recurring course feedback.
Review recurring course feedback.
Keep the lesson context.
Summarize selected lesson feedback, then check the themes and suggested changes against the original comments.
Sample AI report · Mar 17 - Mar 24
248 feedback entries · 5 suggested themes · 4 suggested actions
Feedback sentiment
Negative
Top recurring themes
negative
Lesson 4 jumps to formula without derivation
31 mentions · Standard deviation · sentiment: negative
negative
Quiz 2 question 4 has ambiguous phrasing
22 mentions · Quiz 2 · sentiment: negative
mixed
Video audio drops out at 4:12
14 mentions · Lesson 6
Suggested actions
Review the formula introduction and compare the theme with its 31 source comments.
Check Quiz 2 question 4 for wording that supports more than one interpretation.
Review Lesson 6 at 4:12 and confirm whether the audio needs to be replaced.
Illustrative data. AI-generated themes and suggested actions require human review.
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Example comments
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"I can't access the reading materials"
Questions before you start
Students do not need an account and email can be optional. Page context, screenshots, or the comment itself may still identify someone.
It works where your LMS or course site lets you install the widget script. Check the installation documentation for supported setup paths.
The widget loads asynchronously. Test it in your own LMS theme, including video and quiz flows, before rolling it out across a course catalog.
It does not expire. It includes one website, one seat, unlimited submissions, and 30 days of screenshot access.
Feedback can be anonymous, email can be optional, and the widget supports consent controls. Contact us for a DPA and confirm your institution's own privacy requirements before rollout.
Yes. Match your colors, position, and copy. The widget can ask "How was this lesson?" or any custom question that fits your course style.
Start with one lesson. Read the responses.
Feedback appears on the lesson where a student responds, giving your team page context for deciding what to review.
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