As your prompt engineer, I need these **5 critical clarifications** before generating research prompts to ensure precision:
### 🔍 Clarifying Questions for Marketing Team
1. **Scope Boundaries**
*"Should we strictly explore niches within 'AI systems for chaos reduction' (current core), or expand to adjacent spaces like Future of Work, Personal Automation, or AI Career Development?"*
2. **Competitive Threshold**
*"Define 'high potential': Does this mean untapped niches (e.g., <100 competing domains) or commercially proven spaces (e.g., high search volume + buyer intent)?"*
3. **Resource Constraints**
*"What tools are available for validation? (e.g., access to SEMrush/Ahrefs, customer surveys, or manual Reddit/forum scraping only?)"*
4. **Audience Expansion Limits**
*"Are we prioritizing current audience adjacencies (founders, nomads, tech builders) or targeting radical shifts (e.g., educators, healthcare ops, government workers)?"*
5. **Success Metrics**
*"Is research depth (e.g., pain point mapping) prioritized over speed? Or do you need 'testable hypotheses in 48 hours'?"*
### ⚙️ Generated Prompts (Pending Your Answers)
Based on your existing strategy → **"AI systems solving operational chaos for builders"**, here are draft prompts optimized for divergence *and* actionability:
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#### **Niche Research Prompts** (7)
*(Designed for ChatGPT-4o, Perplexity, or Claude + web search)*
1. **Divergence Prompt**
*"List 15 emerging niches where AI systems solve chronic operational chaos beyond remote work. Exclude travel/digital nomads. Prioritize niches with Reddit communities >10K members but <5 commercial tools. Format: Niche | Core Chaos Point | Unserved Need."*
2. **Competition-Aware Prompt**
*"Analyze search data for 'AI [niche] systems' across these verticals: legal ops, indie creator studios, micro-manufacturing. Compare: Monthly searches, 'Question' keywords (per AnswerThePublic), and # of competing SaaS tools. Identify 3 'high pain-low saturation' opportunities."*
3. **Trend Cross-Pollination Prompt**
*"Combine your core niche (AI chaos reduction) with these 2024 trends:
- Self-operating AI agents
- Minimum viable bureaucracy
- AI regulation compliance
Output 5 hybrid niche concepts with monetization pathways (e.g., 'AI compliance firewalls for solopreneurs')."*
4. **Pain Point Validation Prompt**
*"Scrape r/sysadmin, IndieHackers, and DevOps forums for top 10 non-automated operational chaos points mentioned in Q2 2024. Exclude solved problems (e.g., CI/CD). Map each to an AI systems solution category."*
5. **Keyword Gap Prompt**
*"Compare keyword clusters: 'Remote work AI tools' vs. 'AI operations management'. Identify 5 semantically related but untapped long-tail keywords (3-4 words) with >500 searches/month and KD <40. Exclude travel-related terms."*
6. **Blue Ocean Prompt**
*"Generate 7 'category creation' niche ideas where our 'Public Logbook' format could define the space (e.g., 'Chaos Engineering for Solo Founders'). Criteria: Zero branded competitors, high Google Trends velocity."*
7. **Monetization-First Prompt**
*"List 12 niche operational chaos types where decision-makers budget >$500/mo for solutions. Prioritize niches with:
- Existing paid tools (proving willingness to pay)
- Fragmented solutions (opportunity for consolidation via AI)
Output as: Niche | Budget Proof Point | Current Tool Fragmentation Score (1-5)."*
---
#### **Audience Research Prompts** (7)
*(For customer interviews, surveys, or behavioral analysis)*
1. **Psychographic Segmentation Prompt**
*"Define 5 anti-personas for your content (who it's NOT for). Then profile 3 core audience segments using:
- Daily chaos triggers
- AI tool adoption barriers
- 'Jobs to be Done' framework
Format: Segment Name | JTBD Statement | Content Hook Example."*
2. **Behavioral Deep Dive Prompt**
*"Analyze top 50 comments under YouTube videos about 'AI for operational efficiency'. Cluster recurring:
- Emotional frustrations (e.g., 'overwhelmed by context switching')
- Tool complaints (e.g., 'too many notifications')
- Desired outcomes (e.g., 'single dashboard')
Output as: Top 3 Unmet Needs + Content Angle for Each."*
3. **Journey Mapping Prompt**
*"Map the 'awareness → solution' journey for a founder researching AI chaos tools. Include:
- 5 emotional states (e.g., denial → desperation → curiosity)
- 3 content formats consumed at each stage
- 2 decision barriers per stage
Visualize as a flowchart with intervention points."*
4. **Competitor Audience Hijack Prompt**
*"Identify 3 subreddits where competitors (e.g., ClickUp, Notion AI) are mentioned but not actively engaged. Extract:
- Recurring complaints about these tools
- Desired features/capabilities
- Language used to describe problems
Propose 5 content topics that position our solution as the fix."*
5. **Demographic X-Ray Prompt**
*"Contrast two audience groups:
Group A: Startup founders using AI for operations
Group B: Enterprise ops managers evaluating AI
Compare: Tool budget authority, preferred content depth, and 'chaos tolerance' thresholds. Highlight 3 messaging adjustments needed for each."*
6. **Channel-Specific Prompt**
*"Identify where these audiences discover solutions:
- Solo founders scaling to 5-person teams
- AI system developers building internal tools
Output: Top 3 channels per group (e.g., niche newsletters, specific podcasts, GitHub discussions) + content format recommendations."*
7. **Pricing Sensitivity Prompt**
*"Design a survey question to gauge willingness-to-pay for an 'AI Chaos Audit' service. Include:
- 3 tiered pricing options ($49/$199/$499)
- 1 open-ended question on budget rationale
- Context-setting scenario (avoid hypotheticals)"*
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### ✅ Prompt Engineering Principles Applied
- **Anti-Generic Guardrails** → Excluded travel/nomad focus unless specified
- **Bias Mitigation** → Forced divergence (e.g., anti-personas, blue oceans)
- **Actionable Outputs** → Structured formats for immediate use
- **Tool Agnostic** → Work with/without paid SEO tools
**Next Steps**:
1. Answer the 5 clarifying questions
2. I’ll refine prompts based on feedback
3. Provide execution protocol (tools + analysis framework)
Need any prompt adapted for specific tools (e.g., Brandwatch, SparkToro)?