mverab Competitive Analysis Skill
When analyzing competition for AI-engine rankings:
Process
1. Identify the Query Space
- What queries would users search?
- What intent do these queries have?
- What type of content would AI engines prefer?
2. Generate Competitor Profiles
Create 5 realistic competitor archetypes:
| Type | Description |
|---|---|
| Market Leader | Established player with strong brand recognition |
| Specialist | Niche focus with deep expertise |
| Budget Option | Price-competitive alternative |
| Innovator | New approach or technology |
| Content King | Best educational/informational content |
3. Evaluate Ranking Factors
For each competitor, assess:
- Content depth and quality
- Social proof (reviews, testimonials, usage stats)
- Authority signals (expertise, credentials)
- User intent alignment
- Technical optimization (schema, structure)
4. Create Comparison Matrix
┌─────────────────────────────────────────────────────────────┐
│ 🏆 COMPETITIVE ANALYSIS │
├─────────────────────────────────────────────────────────────┤
│ │
│ Query: "[analyzed query]" │
│ │
│ RANKING PREDICTION │
│ ────────────────── │
│ #1 Market Leader ████████████ Strong brand + proof │
│ #2 Specialist ██████████ Deep expertise │
│ #3 YOUR CONTENT ████████ [current position] │
│ #4 Content King ██████ Good info, weak CTA │
│ #5 Budget Option ████ Price only │
│ │
│ YOUR DIFFERENTIATION OPPORTUNITY │
│ ───────────────────────────────── │
│ • [specific opportunity 1] │
│ • [specific opportunity 2] │
│ • [specific opportunity 3] │
│ │
└─────────────────────────────────────────────────────────────┘
5. Recommend Strategy
Provide specific actions to outrank competitors:
- Content gaps to fill
- Social proof to add
- Unique angles to pursue
- Technical improvements
Output Requirements
- Always provide actionable differentiation strategies
- Be specific about what competitors do well/poorly
- Focus on what can realistically be improved
- Include estimated impact of changes