competitive-analysis

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$npx skills add https://github.com/anthropics/knowledge-work-plugins --skill competitive-analysis
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skill.md

Competitive Analysis Skill

Frameworks and methodologies for researching competitors, comparing positioning, and identifying market opportunities.

Competitive Research Methodology

Research Sources

Gather intelligence from these categories of sources:

Primary Sources (Direct from Competitor)

  • Website: homepage, product pages, pricing, about page, careers
  • Blog and resource center: content themes, publishing frequency, depth
  • Social media profiles: messaging, engagement, content strategy
  • Product demos and free trials: UX, features, onboarding experience
  • Webinars and events: topics, speakers, audience engagement
  • Press releases and newsroom: announcements, partnerships, milestones
  • Job postings: hiring signals that reveal strategic priorities (e.g., hiring for a new product line or market)

Secondary Sources (Third-Party)

  • Review sites: G2, Capterra, TrustRadius, Product Hunt — customer sentiment themes
  • Analyst reports: Gartner, Forrester, IDC — market positioning and category placement
  • News coverage: TechCrunch, industry publications — funding, partnerships, narrative
  • Social listening: mentions, sentiment, share of voice across social platforms
  • SEO tools: keyword rankings, organic traffic estimates, content gaps
  • Financial filings: revenue, growth rate, investment areas (for public companies)
  • Community forums: community forums (e.g. Reddit, Discourse), industry chat groups (e.g. Slack communities) — user sentiment

Research Process

  1. Set scope: define which competitors and what aspects to analyze
  2. Gather data: systematically collect information from sources above
  3. Organize findings: structure by competitor, then by dimension
  4. Analyze patterns: identify themes, strengths, weaknesses, and trends
  5. Compare to your position: map findings against your own positioning and capabilities
  6. Synthesize insights: extract actionable takeaways and opportunities
  7. Date-stamp everything: competitive intelligence has a short shelf life

Research Cadence

  • Deep competitive analysis: quarterly (full research across all sources)
  • Competitive monitoring: monthly (scan for new announcements, content, messaging changes)
  • Real-time alerts: ongoing (set up alerts for competitor brand mentions, press, job postings)

Messaging Comparison Frameworks

Messaging Matrix

Compare messaging across competitors on key dimensions:

Dimension Your Company Competitor A Competitor B Competitor C
Tagline/Headline
Core value proposition
Primary audience
Key differentiator claim
Tone/Voice
Proof points used
Category framing
Primary CTA

Value Proposition Comparison

For each competitor, document:

  • Promise: what they promise the customer will achieve
  • Evidence: how they prove the promise (data, testimonials, demos)
  • Mechanism: how their product delivers on the promise (the "how it works")
  • Uniqueness: what they claim only they can do

Narrative Analysis

Identify each competitor's story arc:

  • Villain: what problem or enemy they position against (status quo, legacy tools, complexity)
  • Hero: who is the hero in their story (the customer? the product? the team?)
  • Transformation: what before/after do they promise?
  • Stakes: what happens if you do not act?

This reveals positioning strategy and emotional appeals.

Messaging Strengths and Vulnerabilities

For each competitor's messaging, assess:

  • Clarity: can a first-time visitor understand what they do in 5 seconds?
  • Differentiation: is their positioning distinct or generic?
  • Proof: do they back up claims with evidence?
  • Consistency: is messaging consistent across channels?
  • Resonance: does their messaging address real customer pain points?

Content Gap Analysis

Content Audit Comparison

Map content across competitors by:

Topic/Theme Your Content Competitor A Competitor B Gap?
[Topic 1] Blog post, ebook Blog series, webinar Nothing Opportunity for B
[Topic 2] Nothing Whitepaper Blog post, video Gap for you
[Topic 3] Case study Nothing Case study Parity

Content Type Coverage

Content Format You Comp A Comp B Comp C
Blog posts Y Y Y Y
Case studies Y Y N Y
Ebooks/Whitepapers N Y Y N
Webinars Y Y Y N
Podcast N N Y N
Video content N Y Y Y
Interactive tools N N N Y
Templates/Resources Y N Y N

Identifying Content Opportunities

  1. Topics they cover that you do not: potential gaps in your content strategy
  2. Topics you cover that they do not: potential differentiators to amplify
  3. Formats they use that you do not: format gaps that could reach new audiences
  4. Audience segments they address that you do not: underserved audiences
  5. Search terms they rank for that you do not: SEO content gaps

Content Quality Assessment

  • Depth: surface-level or comprehensive?
  • Freshness: regularly updated or stale?
  • Engagement: do posts get comments, shares, links?
  • Production value: text-only or multimedia?
  • Thought leadership: original insights or rehashed content?

Positioning Strategy

Positioning Statement Framework

For your company and each competitor, define (or reverse-engineer) their positioning statement:

For [target audience], [product/company] is the [category] that [key benefit/differentiator] because [reason to believe].

Example:

For mid-market SaaS marketing teams, Acme is the campaign management platform that unifies planning and execution in one workspace because it is built on a single data model that eliminates tool fragmentation.

Positioning Map

Plot competitors on a 2x2 matrix using the two most important dimensions for your market:

Common axis pairs:

  • Price vs. Capability (low cost / basic vs. premium / full-featured)
  • Ease of Use vs. Power (simple / limited vs. complex / flexible)
  • SMB Focus vs. Enterprise Focus (self-serve / individual vs. sales-led / team)
  • Point Solution vs. Platform (does one thing well vs. does many things)
  • Innovative vs. Established (new approach vs. proven track record)

Identify which quadrant is underserved or where your differentiation is strongest.

Category Strategy

  • Create a new category: if you do something genuinely different, define and own the category (high risk, high reward)
  • Reframe the existing category: change how buyers evaluate the category to favor your strengths
  • Win the existing category: compete directly on recognized criteria and out-execute
  • Niche within the category: own a specific segment, use case, or audience

Positioning Pitfalls to Avoid

  • Positioning against a competitor rather than for a customer need
  • Claiming too many differentiators (pick 1-2 that matter most)
  • Using category jargon the customer does not use
  • Positioning on features rather than outcomes
  • Changing positioning too frequently (confuses the market)

Battlecard Creation

Battlecard Structure

A competitive battlecard is a one-page reference for sales and marketing teams. Include:

Header

  • Competitor name and logo
  • Last updated date
  • Competitive win rate (if tracked)

Quick Overview

  • What they do (one sentence)
  • Their target customer
  • Pricing model summary
  • Key recent developments

Their Pitch

  • How they describe themselves
  • Their primary tagline
  • Their top 3 claimed differentiators

Strengths (Be Honest)

  • Where they genuinely compete well
  • What customers like about them (from reviews)
  • Features or capabilities where they lead

Weaknesses

  • Consistent customer complaints (from reviews)
  • Technical limitations
  • Gaps in their offering
  • Areas where customers report dissatisfaction

Our Differentiators

  • 3-5 specific ways your product or approach is different
  • For each: the differentiator, why it matters to the customer, and proof

Objection Handling

If the prospect says... Respond with...
"[Competitor] does X too" "Here is how our approach differs..."
"[Competitor] is cheaper" "Here is what that price difference gets you..."
"I've heard good things about [Competitor]" "They are strong at X. Where we differ is..."

Landmines to Set

Questions to ask prospects early that highlight your advantages:

  • "How do you currently handle [area where competitor is weak]?"
  • "How important is [capability you have that they lack]?"
  • "Have you considered [risk that your product mitigates]?"

Landmines to Defuse

Questions competitors might encourage prospects to ask you, with prepared responses.

Win/Loss Themes

  • Common reasons deals are won against this competitor
  • Common reasons deals are lost to this competitor
  • What types of prospects favor them vs. you

Battlecard Maintenance

  • Review and update quarterly at minimum
  • Update immediately after major competitor announcements
  • Incorporate win/loss feedback from sales team
  • Track which objection-handling responses are most effective
how to use competitive-analysis

How to use competitive-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 competitive-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/anthropics/knowledge-work-plugins --skill competitive-analysis

The skills CLI fetches competitive-analysis from GitHub repository anthropics/knowledge-work-plugins 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/competitive-analysis

Reload or restart Cursor to activate competitive-analysis. Access the skill through slash commands (e.g., /competitive-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

Submit your Claude Code skill and start earning

GET_STARTED →

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)
  • No comments yet — start the thread.
general reviews

Ratings

4.674 reviews
  • Chaitanya Patil· Dec 28, 2024

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

  • Naina Chen· Dec 28, 2024

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

  • Yuki Bhatia· Dec 28, 2024

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

  • Amina Ndlovu· Dec 24, 2024

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

  • Advait Dixit· Dec 12, 2024

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

  • Nikhil Okafor· Dec 8, 2024

    Useful defaults in competitive-analysis — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Liam Huang· Dec 4, 2024

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

  • Sakura Chawla· Nov 23, 2024

    competitive-analysis is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Benjamin Thompson· Nov 23, 2024

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

  • Piyush G· Nov 19, 2024

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

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