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Core Concept
Simulation Engine
The simulation engine runs structured message reviews against selected personas so teams can inspect likely friction before launch.
Key points
- Fast mode for directional feedback
- Robust mode for aggregated signal
- Message-level objection detection
- Revision-friendly comparison workflow
What it does
- Accepts a message input, scenario context, and persona selection.
- Generates structured reactions that highlight clarity, objections, and confusion points.
- Packages the result so a team can compare versions and decide what to rewrite next.
What to watch
- Use the engine for concrete message decisions, not vague brainstorming prompts.
- Robust mode is better when the team needs more stable signal before approval.
- Treat the output as decision support, not as a substitute for customer interviews.