Human-Centric Prompt Design Framework

Target Audience: Marketing managers Original Prompt: Generate comprehensive market analysis report with demographic segmentation, competitive landscape assessment, SWOT analysis, and strategic recommendations Specific Challenges: Too overwhelming, unclear where to start, technical jargon

**Original Prompt Analysis:** The original prompt suffers from cognitive overload - it throws multiple complex analytical frameworks at users simultaneously without scaffolding. Marketing managers think in terms of business problems first, not analytical frameworks. The technical language creates unnecessary barriers. **Redesigned Prompt:** 'Imagine you're preparing for a crucial strategy meeting where you need to present a clear picture of your market position. Let's break this down into a story that makes sense: Start by helping me understand: What specific business challenge or opportunity are you exploring? Then we'll build your analysis step by step: 1. First, let's map out who your customers really are (think real people, not just demographics) 2. Next, we'll look at your competitive landscape (who keeps you up at night?) 3. Finally, we'll identify your strongest advantages and biggest vulnerabilities I'll present everything as a executive brief that tells a clear story, not a data dump.' **Cognitive Rationale:** This redesign works because it: starts with familiar context (strategy meeting), uses narrative structure humans naturally follow, breaks complexity into logical sequences, employs conversational language, and connects to emotional drivers (what keeps you up at night). **Usage Guidelines:** Customize the scenario for different roles - replace 'strategy meeting' with contexts relevant to your specific audience. Adjust the complexity level based on user expertise while maintaining the narrative flow.