home / skills / aj-geddes / useful-ai-prompts / competitor-analysis

competitor-analysis skill

/skills/competitor-analysis

This skill conducts market and competitor analysis to inform product strategy, pricing, and differentiation by synthesizing strengths, weaknesses,

npx playbooks add skill aj-geddes/useful-ai-prompts --skill competitor-analysis

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SKILL.md
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---
name: competitor-analysis
description: Analyze competitive landscape to identify strengths, weaknesses, opportunities, and threats. Inform product strategy and positioning based on market insights.
---

# Competitor Analysis

## Overview

Systematic competitor analysis reveals market positioning, identifies competitive advantages, and informs strategic product decisions.

## When to Use

- Product strategy development
- Market entry planning
- Pricing strategy
- Feature prioritization
- Market positioning
- Threat assessment
- Investment decisions

## Instructions

### 1. **Competitor Identification**

```python
# Identify and categorize competitors

class CompetitorAnalysis:
    COMPETITOR_TYPES = {
        'Direct': 'Same market, same features',
        'Indirect': 'Different approach, same problem',
        'Adjacent': 'Related market, potential crossover',
        'Emerging': 'New entrants, potential disruptors'
    }

    def identify_competitors(self, market_segment):
        """Find all competitors"""
        return {
            'direct_competitors': [
                {'name': 'Competitor A', 'market_share': '25%', 'founded': 2015},
                {'name': 'Competitor B', 'market_share': '18%', 'founded': 2012}
            ],
            'indirect_competitors': [
                {'name': 'Different Approach A', 'method': 'AI-powered'}
            ],
            'emerging_threats': [
                {'name': 'Startup X', 'funding': '$10M Series A', 'differentiator': 'Mobile-first'}
            ]
        }

    def analyze_competitor(self, competitor):
        """Deep dive into competitor"""
        return {
            'name': competitor.name,
            'founded': competitor.founded,
            'headquarters': competitor.headquarters,
            'funding': competitor.total_funding,
            'employees': competitor.employee_count,
            'market_share': competitor.market_share,
            'target_market': competitor.segments,
            'strengths': self.identify_strengths(competitor),
            'weaknesses': self.identify_weaknesses(competitor),
            'recent_moves': self.track_recent_moves(competitor)
        }

    def identify_strengths(self, competitor):
        return {
            'product': ['Feature completeness', 'UI/UX quality', 'Performance'],
            'market': ['Brand recognition', 'Market share', 'Distribution'],
            'financial': ['Funding', 'Revenue', 'Profitability'],
            'team': ['Leadership', 'Engineering', 'Domain expertise']
        }

    def identify_weaknesses(self, competitor):
        return {
            'product': ['Missing features', 'Legacy architecture', 'Poor mobile experience'],
            'market': ['Regional limitations', 'High prices', 'Poor support'],
            'financial': ['Burn rate', 'Funding challenges', 'Profitability risk'],
            'team': ['Key departures', 'Talent gaps', 'Execution issues']
        }
```

### 2. **Competitive Matrix**

```yaml
Competitive Analysis Matrix:

Market: Project Management Tools
Analysis Date: January 2025

---

## Feature Comparison

Feature / Competitor | Our Product | Competitor A | Competitor B | Competitor C
---|---|---|---|---
Gantt Charts | Yes | Yes | No | Yes
Time Tracking | Yes | Limited | Yes | No
Mobile Apps | iOS + Android | iOS only | iOS + Android | Web only
API Available | Yes | Limited | Yes | No
Integrations | 50+ | 20+ | 80+ | 10+
Price (per user) | $8 | $10 | $6 | $15
Storage | Unlimited | 5GB | 50GB | Unlimited
Team Size Limit | None | 100 | 50 | 500
On-Premise | Yes | No | Yes | No

Score (out of 10):
  Our Product: 8.5
  Competitor A: 7.0
  Competitor B: 7.5
  Competitor C: 6.5

---

## Positioning Matrix

Performance/Capability (Y-axis) vs Price (X-axis)

Quadrant I (High Performance, High Price):
  - Competitor A: Premium positioning, enterprise focus

Quadrant II (High Performance, Low Price):
  - Our Product: Value leader
  - Competitor B: Budget competitor

Quadrant III (Low Performance, Low Price):
  - Competitor C: Basic features only

Quadrant IV (Low Performance, High Price):
  - (Empty - weak positioning)

---

## Customer Satisfaction Comparison

Metric | Our Product | Competitor A | Competitor B | Industry Avg
---|---|---|---|---
NPS (Net Promoter Score) | 48 | 42 | 35 | 40
CSAT (Satisfaction) | 4.2/5 | 3.8/5 | 4.0/5 | 3.9/5
Retention Rate | 92% | 85% | 78% | 80%
Support Response Time | 2 hours | 4 hours | 8 hours | 6 hours
Feature Adoption Rate | 65% | 45% | 50% | 52%

---

## Pricing Analysis

Our Pricing:
  Starter: $8/user/month (small teams)
  Professional: $12/user/month (growing teams)
  Enterprise: Custom pricing

Competitor Pricing:
  Competitor A: $10/user/month flat
  Competitor B: $6-$15/user/month (based on features)
  Competitor C: $15/user/month (premium positioning)

---

## Market Share & Growth

Market Size: $8.5B globally

Market Share (2024):
  Competitor A: 18% ($1.53B)
  Competitor B: 12% ($1.02B)
  Our Product: 8% ($0.68B)
  Competitor C: 5% ($0.43B)
  Others: 57% ($4.84B)

Growth Rate (YoY):
  Our Product: 35%
  Competitor A: 12%
  Competitor B: 25%
  Competitor C: 8%
  Market Average: 18%

Our Trajectory: Growing faster than competitors
```

### 3. **SWOT Analysis**

```javascript
// Comprehensive SWOT assessment

class SWOTAnalysis {
  createSWOT(company) {
    return {
      strengths: [
        'Superior mobile experience',
        'Fastest implementation (2 weeks)',
        'Best customer support (2-hour response)',
        'Advanced AI-powered automation',
        ' 95% customer retention',
        'Strong engineering team'
      ],
      weaknesses: [
        'Limited enterprise features',
        'Lower brand recognition vs competitors',
        'Smaller professional services team',
        'Limited on-premise deployment',
        'Fewer integrations than top competitor',
        'Smaller customer base (less network effects)'
      ],
      opportunities: [
        'Enterprise market (less penetrated)',
        'International expansion (5x market)',
        'AI/automation features (growing demand)',
        'Vertical-specific solutions',
        'API marketplace for partners',
        'SMB market consolidation'
      ],
      threats: [
        'Competitor A aggressively selling',
        'Free alternatives gaining traction',
        'Tech giants entering market (Google, Microsoft)',
        'Economic slowdown (budget cuts)',
        'Talent retention (headhunting)',
        'AI commoditization'
      ]
    };
  }

  strategyRecommendations(swot) {
    return {
      leverage_strengths: [
        'Market mobile-first advantage in campaigns',
        'Highlight superior support in sales',
        'Emphasize quick deployment (faster ROI)'
      ],
      address_weaknesses: [
        'Develop enterprise features roadmap',
        'Increase marketing/brand investment',
        'Expand partnerships for integrations'
      ],
      capitalize_opportunities: [
        'Launch enterprise edition (higher ACV)',
        'Plan international expansion roadmap',
        'Build AI feature suite aggressively'
      ],
      mitigate_threats: [
        'Strengthen customer lock-in (switching costs)',
        'Build ecosystem of partners',
        'Focus on customer success/retention',
        'Invest in differentiation'
      ]
    };
  }
}
```

### 4. **Competitive Insights Report**

```yaml
Competitive Intelligence Report

Prepared For: Executive Team, Product Team
Date: January 2025

---

## Executive Summary

Market Status: Moderately competitive with emerging threats
Opportunity: Underserved enterprise segment
Recommendation: Invest in enterprise features and global expansion

---

## Key Competitive Moves

This Quarter:
  - Competitor A: Released AI copilot feature
    Our Response: Advanced in AI roadmap priority

  - Competitor B: Launched free tier
    Our Response: Strengthen free tier features and conversion funnel

  - Competitor C: Acquired integration company
    Our Response: Expand API marketplace strategy

---

## Market Trends

1. AI/Automation: All competitors investing heavily
   Impact: Must innovate or lose relevance
   Timeline: Next 12 months critical

2. Vertical Solutions: Moving to industry-specific products
   Impact: Opportunity to capture niche markets
   Timeline: 6-month window to launch

3. Pricing Pressure: Race to lower entry price
   Impact: Need to emphasize value/ROI over price
   Timeline: Ongoing

4. Consolidation: Market consolidation beginning
   Impact: Opportunity for acquisition or IPO
   Timeline: 18-24 months

---

## Recommended Actions

High Priority (Next 30 days):
  1. Launch AI feature beta (response to Competitor A)
  2. Analyze free tier conversion (response to Competitor B)
  3. Identify vertical market targets

Medium Priority (Next 90 days):
  1. Develop enterprise edition
  2. Build integration marketplace
  3. Plan international expansion

Long-term (6-12 months):
  1. Position for acquisition or IPO
  2. Build ecosystem and partnerships
  3. Establish market leadership in chosen vertical
```

## Best Practices

### ✅ DO
- Analyze current and emerging competitors
- Monitor competitor activities regularly
- Understand customer perception of competition
- Use competitive insights to inform strategy
- Focus on differentiation, not just comparison
- Include market trends in analysis
- Update competitive analysis quarterly
- Share insights across organization
- Use data to back up claims
- Consider indirect competitors too

### ❌ DON'T
- Obsess over competitor pricing
- Copy competitor features blindly
- Ignore emerging threats
- Use only marketing materials for analysis
- Focus only on feature comparison
- Neglect customer feedback on competition
- Make analysis too complex
- Hide uncomfortable truths
- Change strategy based on every competitor move
- Ignore your competitive advantages

## Competitive Analysis Tips

- Use public data sources (websites, job postings, funding)
- Talk to customers about competitors
- Follow competitor social media and blogs
- Set up competitor monitoring alerts
- Review customer reviews (G2, Capterra, etc.)
- Attend industry conferences

Overview

This skill analyzes the competitive landscape to identify strengths, weaknesses, opportunities, and threats and converts those insights into actionable product and go-to-market recommendations. It produces competitor inventories, comparison matrices, SWOT assessments, and prioritized strategic actions to inform positioning, pricing, and roadmap decisions. The output is practical, data-driven, and ready to share with product, marketing, and executive teams.

How this skill works

It identifies and categorizes direct, indirect, adjacent, and emerging competitors, then performs deep dives on product, market, financials, team, and recent moves. It builds feature and positioning matrices, computes relative scores, and produces SWOT and competitive intelligence reports with prioritized recommendations. Regular monitoring and data sources (public filings, job posts, reviews, social, funding data) are used to keep insights current.

When to use it

  • Defining product strategy or roadmap priorities
  • Planning market entry or expansion
  • Setting or revising pricing and packaging
  • Assessing threats from new entrants or incumbents
  • Preparing investor or executive briefings
  • Evaluating acquisition or partnership targets

Best practices

  • Include direct, indirect, and emerging competitors for a full view
  • Use quantitative metrics (market share, growth, NPS) alongside qualitative insights
  • Update analysis quarterly or after major competitor moves
  • Focus recommendations on differentiation and measurable outcomes
  • Validate assumptions with customer interviews and public data sources
  • Share findings cross-functionally to align execution

Example use cases

  • Create a competitive matrix to decide which features to prioritize for the next release
  • Build a SWOT and go-to-market plan for launching an enterprise edition
  • Monitor a new entrant’s hiring and funding to assess threat level
  • Benchmark pricing tiers and prepare a counteroffer or promotional strategy
  • Produce an executive one-page intelligence report before board meetings

FAQ

How often should I update the analysis?

Update quarterly and immediately after major competitor announcements, funding rounds, or product launches.

What data sources are recommended?

Use public filings, product pages, pricing pages, job posts, customer reviews (G2/Capterra), social media, press releases, and funding databases.