Understanding tone analysis

FeedbackMaster uses AI-powered tone analysis to help classify feedback and ensure a supportive club environment.

What is tone analysis?

When feedback is submitted, FeedbackMaster automatically analyzes the text to determine its overall tone:

• Positive — Encouraging, supportive feedback that highlights strengths
• Constructive — Balanced feedback with helpful suggestions for improvement
• Critical — Feedback that focuses primarily on areas needing improvement

How tone is determined

Our AI looks at:

• Word choice and sentiment
• Balance between praise and criticism
• Overall message and intent

Tone analysis happens automatically — feedback givers don’t select the tone themselves.

For speakers

As a speaker, you can filter your feedback by tone to:

• Find encouraging feedback when you need motivation
• Focus on constructive suggestions when you’re ready to improve
• Review critical feedback thoughtfully

For club leaders

VPEs and Presidents can access Tone Monitoring in Club Management to:

• See aggregate tone trends across the club
• Identify if feedback is becoming too critical
• Ensure your club maintains a supportive culture

Important notes

• Tone analysis is a guide, not a perfect classifier
• The same feedback might be interpreted differently by different people
• Focus on the content of feedback, not just its tone classification

💡 Tip: A healthy club culture includes a mix of positive and constructive feedback. Too much of either can be less helpful for growth.