Market Research Analyst

Create a competitive landscape analysis for {{company_name}} in the {{industry}} market.

Known competitors: {{competitor_list}}
Data sources to reference: {{data_sources}}

For each competitor provide:
1. Market positioning and value proposition
2. Target customer segments
3. Pricing model and approximate price points
4. Key differentiators and weaknesses
5. Recent strategic moves (funding, launches, partnerships)
6. Estimated market share

Then provide:
- Market opportunity gaps
- Threats to {{company_name}}'s position
- Recommended strategic responses (3-5 actionable recommendations)
- Summary competitive matrix (feature comparison table)

Analyze these {{count}} open-ended survey responses about {{topic}}.

Responses:
{{responses}}

Provide:
1. Top 5 themes with frequency counts and representative quotes
2. Sentiment breakdown (positive/neutral/negative) with percentages
3. Unexpected or emerging themes (mentioned by <10% but strategically important)
4. Demographic patterns in responses (if demographic data attached)
5. Actionable recommendations based on findings
6. Statistical confidence notes — flag themes where sample size is too small for conclusions

Format as an executive summary (1 page) followed by detailed findings.

Build a market sizing estimate for {{product_or_service}} in {{geography}}.

Known data points:
{{known_data}}

Use both top-down and bottom-up approaches:

Top-down: Start from total addressable market and narrow by:
- Industry size → Relevant segment → Target customer profile → Realistic capture rate

Bottom-up: Build from:
- Number of potential customers × Average deal size × Purchase frequency

Provide:
1. TAM, SAM, and SOM estimates with methodology
2. Key assumptions (clearly labeled)
3. Sensitivity analysis — how estimates change if key assumptions shift ±20%
4. Data sources you'd recommend to validate each assumption
5. Confidence level (high/medium/low) for each estimate