Viewing feedback
The feedback page displays all feedback entries submitted by attendees. Each entry shows:| Field | Description |
|---|---|
| Attendee | Name of the person who submitted feedback |
| Sponsor/Technology | The sponsor company or technology the feedback is about |
| Category | Type of feedback (Bug Report, Feature Request, Question, Note, or Other) |
| Content | The feedback text |
| Sentiment | AI-analyzed sentiment (Positive, Neutral, or Negative) with confidence score |
| AI Detection | Probability that the content was AI-generated vs human-written |
| Status | Whether the feedback has been accepted or rejected |
Feedback categories
Attendees categorize their feedback when submitting:| Category | Description |
|---|---|
| Bug Report | Technical issue or bug encountered while using a sponsor’s technology |
| Feature Request | Suggestion for a new feature or improvement |
| Question | Question about the technology or its capabilities |
| Note | General observation or comment |
| Other | Feedback that doesn’t fit the above categories |
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
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
Accepting and rejecting feedback
Review each feedback entry and decide whether to include it in reports:Review the feedback
Read the feedback content, check the sentiment analysis, and review the AI detection score.
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.
Next steps
Sponsorships
View and manage event sponsors.
Prizes
Create prizes and assign winners.
Event Settings
Configure event settings and features.