Simulated Peer Feedback
Get feedback from three AI personas simulating how different audience members interpret your presentation. See what sticks, what gets lost, and what might be misunderstood.
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The Feedback Framework
Each AI persona answers five carefully designed questions to simulate how real audience members process your presentation.
What the listener understood in their own words—what you're doing, how, findings, and significance.
A plausible different understanding someone else might have. Reveals ambiguity in your message.
How confident the persona is in their understanding (1-10 scale). Low scores signal confusion.
Estimated percentage who would share the primary vs alternate understanding.
Three questions the persona would ask for clarification. Shows what's missing.
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Run multiple times to see how interpretations vary
Three Perspectives
Each persona simulates a different type of listener you might encounter at a conference, defense, or stakeholder meeting.
In Your Discipline
Deeply familiar with your methodology, terminology, and the state of the field. Catches technical nuances others miss.
Related Field
Similar academic background but different specialty. Tests whether your work translates across subdisciplines.
Different Background
Intelligent professional from a completely different field. Reveals whether your core message is universally clear.
The Key Insight
Our AI doesn't have perfect recall. Just like real audiences, it forgets details, conflates ideas, and fills gaps with assumptions. This imperfection is the feature, not the bug.
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Start with 1 free feedback session. No credit card required.