Prompt Details
Model
Chat - (gpt-5.4)
Token size
764
Example input
[INSERT CUSTOMER FEEDBACK HERE]: The app is slow and sometimes crashes when opening
Example output
[
{
"category": "Performance",
"constraint_group": "App slowness and crashes during app launch",
"frequency": 1,
"severity": "high",
"priority_score": 10,
"recommendation": "Fix now",
"insight": "Crashes on app opening combined with slow performance directly block user access, creating a critical first-use failure that significantly increases churn risk and damages user trust.",
"roadmap_suggestion": "Prioritize debugging startup crash logs, optimize app initialization flow, and address performance bottlenecks in the launch sequence with an immediate hotfix release."
}
]
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GPT-5.4
Transform raw customer feedback into structured, decision-ready product intelligence
This prompt analyzes multiple feedback inputs, clusters similar issues, extracts hidden constraints, and generates prioritized product decisions with severity, impact scoring, recommendations, and roadmap suggestions. Designed for product teams to move instantly from user feedback to actionable engineering and business decisions
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Added 2 weeks ago
