competitive-analysis

47
7
Source

Analyze competitors with feature comparison matrices, positioning analysis, and strategic implications. Use when researching a competitor, comparing product capabilities, assessing competitive positioning, or preparing a competitive brief for product strategy.

Install

mkdir -p .claude/skills/competitive-analysis && curl -L -o skill.zip "https://mcp.directory/api/skills/download/856" && unzip -o skill.zip -d .claude/skills/competitive-analysis && rm skill.zip

Installs to .claude/skills/competitive-analysis

About this skill

Competitive Analysis Skill

You are an expert at competitive analysis for product managers. You help analyze competitors, map competitive landscapes, compare features, assess positioning, and derive strategic implications for product decisions.

Competitive Landscape Mapping

Identifying the Competitive Set

Define competitors at multiple levels:

Direct competitors: Products that solve the same problem for the same users in the same way.

  • These are the products your customers actively evaluate against you
  • They appear in your deals, in customer comparisons, in review site matchups

Indirect competitors: Products that solve the same problem but differently.

  • Different approach to the same user need (e.g., spreadsheets vs dedicated project management tool)
  • Include "non-consumption" — sometimes the competitor is doing nothing or using a manual process

Adjacent competitors: Products that do not compete today but could.

  • Companies with similar technology, customer base, or distribution that could expand into your space
  • Larger platforms that could add your functionality as a feature
  • Startups attacking a niche that could grow into your core market

Substitute solutions: Entirely different ways users solve the underlying need.

  • Hiring a person instead of buying software
  • Using a general-purpose tool (Excel, email) instead of a specialized one
  • Outsourcing the process entirely

Landscape Map

Position competitors on meaningful dimensions:

Common axes:

  • Breadth vs depth (suite vs point solution)
  • SMB vs enterprise (market segment focus)
  • Self-serve vs sales-led (go-to-market approach)
  • Simple vs powerful (product complexity)
  • Horizontal vs vertical (general purpose vs industry-specific)

Choose axes that reveal strategic positioning differences relevant to your market. The right axes make competitive dynamics visible.

Monitoring the Landscape

Track competitive movements over time:

  • Product launches and feature releases (changelogs, blog posts, press releases)
  • Pricing and packaging changes
  • Funding rounds and acquisitions
  • Key hires and job postings (signal strategic direction)
  • Customer wins and losses (especially your wins/losses)
  • Analyst and review coverage
  • Partnership announcements

Feature Comparison Matrices

Building a Feature Comparison

  1. Define capability areas: Group features into functional categories that matter to buyers (not your internal architecture). Use the categories buyers use when evaluating.
  2. List specific capabilities: Under each area, list the specific features or capabilities to compare.
  3. Rate each competitor: Use a consistent rating scale.

Rating Scale Options

Simple (recommended for most cases):

  • Strong: Market-leading capability. Deep functionality, well-executed.
  • Adequate: Functional capability. Gets the job done but not differentiated.
  • Weak: Exists but limited. Significant gaps or poor execution.
  • Absent: Does not have this capability.

Detailed (for deep-dive comparisons):

  • 5: Best-in-class. Defines the standard others aspire to.
  • 4: Strong. Fully-featured and well-executed.
  • 3: Adequate. Meets basic needs without differentiation.
  • 2: Limited. Exists but with significant gaps.
  • 1: Minimal. Barely functional or in early beta.
  • 0: Absent. Not available.

Comparison Matrix Template

| Capability Area | Our Product | Competitor A | Competitor B |
|----------------|-------------|-------------|-------------|
| [Area 1]       |             |             |             |
|   [Feature 1]  | Strong      | Adequate    | Absent      |
|   [Feature 2]  | Adequate    | Strong      | Weak        |
| [Area 2]       |             |             |             |
|   [Feature 3]  | Strong      | Strong      | Adequate    |

Tips for Feature Comparison

  • Rate based on real product experience, customer feedback, and reviews — not just marketing claims
  • Features exist on a spectrum. "Has feature X" is less useful than "How well does it do X?"
  • Weight the comparison by what matters to your target customers, not by total feature count
  • Update regularly — feature comparisons get stale fast
  • Be honest about where competitors are ahead. A comparison that always shows you winning is not credible.
  • Include the "why it matters" for each capability area. Not all features matter equally to buyers.

Positioning Analysis Frameworks

Positioning Statement Analysis

For each competitor, extract their positioning:

Template: For [target customer] who [need/problem], [Product] is a [category] that [key benefit]. Unlike [competitor/alternative], [Product] [key differentiator].

Sources for positioning:

  • Homepage headline and subheadline
  • Product description on app stores or review sites
  • Sales pitch decks (sometimes leaked or shared by prospects)
  • Analyst briefing materials
  • Earnings call language (for public companies)

Message Architecture Analysis

How does each competitor communicate value?

Level 1 — Category: What category do they claim? (CRM, project management, collaboration platform) Level 2 — Differentiator: What makes them different within that category? (AI-powered, all-in-one, developer-first) Level 3 — Value Proposition: What outcome do they promise? (Close deals faster, ship products faster, never miss a deadline) Level 4 — Proof Points: What evidence do they provide? (Customer logos, metrics, awards, case studies)

Positioning Gaps and Opportunities

Look for:

  • Unclaimed positions: Value propositions no competitor owns that matter to buyers
  • Crowded positions: Claims every competitor makes that have lost meaning
  • Emerging positions: New value propositions driven by market changes (AI, remote work, compliance)
  • Vulnerable positions: Claims competitors make that they cannot fully deliver on

Win/Loss Analysis Methodology

Conducting Win/Loss Analysis

Win/loss analysis reveals why you actually win and lose deals. It is the most actionable competitive intelligence.

Data sources:

  • CRM notes from sales team (available immediately, but biased)
  • Customer interviews shortly after decision (most valuable, least biased)
  • Churned customer surveys or exit interviews
  • Prospect surveys (for lost deals)

Win/Loss Interview Questions

For wins:

  • What problem were you trying to solve?
  • What alternatives did you evaluate? (Reveals competitive set)
  • Why did you choose us over alternatives?
  • What almost made you choose someone else?
  • What would we need to lose for you to reconsider?

For losses:

  • What problem were you trying to solve?
  • What did you end up choosing? Why?
  • Where did our product fall short?
  • What could we have done differently?
  • Would you reconsider us in the future? Under what conditions?

Analyzing Win/Loss Data

  • Track win/loss reasons over time. Are patterns changing?
  • Segment by deal type: enterprise vs SMB, new vs expansion, industry vertical
  • Identify the top 3-5 reasons for wins and losses
  • Distinguish between product reasons (features, quality) and non-product reasons (pricing, brand, relationship, timing)
  • Calculate competitive win rates by competitor: what % of deals involving each competitor do you win?

Common Win/Loss Patterns

  • Feature gap: Competitor has a specific capability you lack that is a dealbreaker
  • Integration advantage: Competitor integrates with tools the buyer already uses
  • Pricing structure: Not always cheaper — sometimes different pricing model (per-seat vs usage-based) fits better
  • Incumbent advantage: Buyer sticks with what they have because switching cost is too high
  • Sales execution: Better demo, faster response, more relevant case studies
  • Brand/trust: Buyer chooses the safer or more well-known option

Market Trend Identification

Sources for Trend Identification

  • Industry analyst reports: Gartner, Forrester, IDC for market sizing and trends
  • Venture capital: What are VCs funding? Investment themes signal where smart money sees opportunity.
  • Conference themes: What are industry events focusing on? What topics draw the biggest audiences?
  • Technology shifts: New platforms, APIs, or capabilities that enable new product categories
  • Regulatory changes: New regulations that create requirements or opportunities
  • Customer behavior changes: How are user expectations evolving? (e.g., mobile-first, AI-assisted, privacy-conscious)
  • Talent movement: Where are top people going? What skills are in demand?

Trend Analysis Framework

For each trend identified:

  1. What is changing?: Describe the trend clearly and specifically
  2. Why now?: What is driving this change? (Technology, regulation, behavior, economics)
  3. Who is affected?: Which customer segments or market categories?
  4. What is the timeline?: Is this happening now, in 1-2 years, or 3-5 years?
  5. What is the implication for us?: How should this influence our product strategy?
  6. What are competitors doing?: How are competitors responding to this trend?

Separating Signal from Noise

  • Signals: Trends backed by behavioral data, growing investment, regulatory action, or customer demand
  • Noise: Trends backed only by media hype, conference buzz, or competitor announcements without customer traction
  • Test trends against your own customer data: are YOUR customers asking for this or experiencing this change?
  • Be wary of "trend of the year" hype cycles. Many trends that dominate industry conversation do not materially affect your customers for years.

Strategic Response Options

For each significant trend:

  • Lead: Invest early and try to define the category or approach. High risk, high reward.
  • Fast follow: Wait for early signals of customer demand, then move quickly. Lower risk but harder to differentiate.
  • Monitor: Track the trend but do not invest yet. Set triggers for when to act.
  • Ignore: Explicitly decide this trend is not relevant to your strategy. Document why.

The right response depends on: your competitive position, your customer base, your resources, and how fast the trend is moving.

More by anthropics

View all →

frontend-design

anthropics

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

12381

mcp-builder

anthropics

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

12843

skill-creator

anthropics

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

12126

webapp-testing

anthropics

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

11320

xlsx

anthropics

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

10216

pptx

anthropics

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

12915

You might also like

flutter-development

aj-geddes

Build beautiful cross-platform mobile apps with Flutter and Dart. Covers widgets, state management with Provider/BLoC, navigation, API integration, and material design.

285790

drawio-diagrams-enhanced

jgtolentino

Create professional draw.io (diagrams.net) diagrams in XML format (.drawio files) with integrated PMP/PMBOK methodologies, extensive visual asset libraries, and industry-standard professional templates. Use this skill when users ask to create flowcharts, swimlane diagrams, cross-functional flowcharts, org charts, network diagrams, UML diagrams, BPMN, project management diagrams (WBS, Gantt, PERT, RACI), risk matrices, stakeholder maps, or any other visual diagram in draw.io format. This skill includes access to custom shape libraries for icons, clipart, and professional symbols.

212415

godot

bfollington

This skill should be used when working on Godot Engine projects. It provides specialized knowledge of Godot's file formats (.gd, .tscn, .tres), architecture patterns (component-based, signal-driven, resource-based), common pitfalls, validation tools, code templates, and CLI workflows. The `godot` command is available for running the game, validating scripts, importing resources, and exporting builds. Use this skill for tasks involving Godot game development, debugging scene/resource files, implementing game systems, or creating new Godot components.

206289

nano-banana-pro

garg-aayush

Generate and edit images using Google's Nano Banana Pro (Gemini 3 Pro Image) API. Use when the user asks to generate, create, edit, modify, change, alter, or update images. Also use when user references an existing image file and asks to modify it in any way (e.g., "modify this image", "change the background", "replace X with Y"). Supports both text-to-image generation and image-to-image editing with configurable resolution (1K default, 2K, or 4K for high resolution). DO NOT read the image file first - use this skill directly with the --input-image parameter.

217234

ui-ux-pro-max

nextlevelbuilder

"UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient."

170198

rust-coding-skill

UtakataKyosui

Guides Claude in writing idiomatic, efficient, well-structured Rust code using proper data modeling, traits, impl organization, macros, and build-speed best practices.

165173

Stay ahead of the MCP ecosystem

Get weekly updates on new skills and servers.