competitor-analysis

aj-geddes/useful-ai-prompts · updated Apr 8, 2026

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$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill competitor-analysis
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summary

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

skill.md

Competitor Analysis

Table of Contents

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

Quick Start

Minimal working example:

# 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'}
            ]
        }

// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Competitor Identification Competitor Identification
Competitive Matrix Competitive Matrix
SWOT Analysis SWOT Analysis
Competitive Insights Report Competitive Insights Report

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
how to use competitor-analysis

How to use competitor-analysis on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add competitor-analysis
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill competitor-analysis

The skills CLI fetches competitor-analysis from GitHub repository aj-geddes/useful-ai-prompts and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/competitor-analysis

Reload or restart Cursor to activate competitor-analysis. Access the skill through slash commands (e.g., /competitor-analysis) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

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Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.738 reviews
  • Ganesh Mohane· Dec 24, 2024

    competitor-analysis reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Tariq Huang· Dec 24, 2024

    Keeps context tight: competitor-analysis is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Tariq Yang· Dec 4, 2024

    I recommend competitor-analysis for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Tariq Menon· Nov 23, 2024

    competitor-analysis reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Sakshi Patil· Nov 15, 2024

    I recommend competitor-analysis for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Alexander Sethi· Nov 15, 2024

    competitor-analysis has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Yash Thakker· Nov 11, 2024

    We added competitor-analysis from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Xiao Chawla· Nov 7, 2024

    competitor-analysis fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Liam Anderson· Oct 26, 2024

    We added competitor-analysis from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Lucas Reddy· Oct 14, 2024

    Registry listing for competitor-analysis matched our evaluation — installs cleanly and behaves as described in the markdown.

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