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The Feedback tab in the Event Management dashboard lets you review and manage developer feedback about sponsor technologies used during your event. Access it from the Event Management Overview by clicking the Feedback tab.

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Viewing feedback

The feedback page displays all feedback entries submitted by attendees. Each entry shows:

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Feedback categories

Attendees categorize their feedback when submitting:

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AI-powered sentiment analysis

Each feedback entry is automatically analyzed for sentiment:
  • Positive — the attendee had a good experience with the technology
  • Neutral — the feedback is informational or balanced
  • Negative — the attendee encountered issues or had a poor experience
Sentiment scores range from 0 to 1, with higher scores indicating stronger confidence in the classification.
Use sentiment breakdowns to give sponsors a quick overview of how developers received their technology at the event.

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AI-generated content detection

Feedback entries are scanned using GPTZero integration to detect AI-generated content. The detection shows:
  • Human probability — likelihood the feedback was written by a human
  • AI probability — likelihood the feedback was generated by AI
This helps ensure the quality and authenticity of feedback shared with sponsors.

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Accepting and rejecting feedback

Review each feedback entry and decide whether to include it in reports:
1

Review the feedback

Read the feedback content, check the sentiment analysis, and review the AI detection score.
2

Accept or reject

Click Accept to include the feedback in sponsor reports, or Reject to exclude it. Rejected feedback is hidden from reports but not deleted.
Review feedback before sharing with sponsors. Rejecting low-quality or AI-generated entries helps maintain the credibility of your event’s feedback program.

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Feedback statistics

The feedback dashboard shows aggregate metrics:
  • Total feedback — number of feedback entries submitted
  • Sentiment breakdown — count and percentage of positive, neutral, and negative feedback
  • By category — distribution across Bug Report, Feature Request, Question, Note, and Other
  • By sponsor — feedback volume per sponsor technology
Feedback data can be shared with sponsors in post-event reports to demonstrate developer engagement and collect actionable product insights.

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Next steps

Sponsorships

View and manage event sponsors.

Prizes

Create prizes and assign winners.

Event Settings

Configure event settings and features.