competitive-analysis

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Analyze how competitors would rank in AI search results for a given topic or query. Triggers on "analyze competition", "competitor analysis", "what ranks for", "who would rank", "competitive landscape".

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NPX Install

npx skill4agent add mverab/egeoagents competitive-analysis

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:
TypeDescription
Market LeaderEstablished player with strong brand recognition
SpecialistNiche focus with deep expertise
Budget OptionPrice-competitive alternative
InnovatorNew approach or technology
Content KingBest 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