| name | competitive-analysis-frameworks |
| description | Structured frameworks for competitive intelligence, gap analysis, and market positioning. Use when mapping the competitive landscape, building feature comparison matrices, or defining differentiation strategy. |
Competitive Analysis Frameworks
Competitive analysis done poorly produces a table of features and a shrug. Done well, it produces a clear picture of where the market is going, where gaps exist, and where to play. This skill covers the core frameworks for structured competitive intelligence.
When to Use This Skill
- Mapping the competitive landscape before defining product strategy
- Identifying feature gaps against specific competitors
- Positioning a product against alternatives in the market
- Assessing whether a market is attractive to enter or expand in
- Evaluating the defensibility of a current product position
Core Concepts
1. Table Stakes vs. Differentiators
Every feature falls into one of three categories:
- Table stakes: Features every competitor has. Not having them is a dealbreaker; having them wins nothing.
- Differentiators: Features that drive preference when table stakes are met. These are where to compete.
- Unique advantages: Features only you have, especially if hard to copy.
Focus competitive analysis on differentiators and unique advantages — not on catching up on table stakes unless you're currently below the competitive floor.
2. Direct vs. Indirect Competitors
- Direct: Same target user, same core job-to-be-done, similar solution
- Indirect: Different solution to the same job-to-be-done, or same solution targeting a different segment
- Substitutes: Non-product alternatives (spreadsheets, manual processes, doing nothing)
Include substitutes. Users don't always switch from product to product — sometimes they stop using products altogether.
3. Point-in-Time vs. Trajectory
A competitor's current feature set matters less than where they're going. Analyze:
- What have they shipped in the last 6–12 months?
- What are their job listings signaling about investment areas?
- What do their pricing changes suggest about business model evolution?
Feature Comparison Matrix
Construction
- Define the feature dimensions (rows) — group by capability area, not individual features
- List competitors (columns) — include your product
- Score each cell: ✓ (has it), ~ (partial), ✗ (missing), ? (unknown)
- Add a "Weight" column: High / Medium / Low importance to target user
| Capability | Weight | Us | Competitor A | Competitor B | Competitor C |
|--------------------|--------|----|--------------|--------------|--------------|
| [Feature group 1] | High | ✓ | ✓ | ~ | ✗ |
| [Feature group 2] | High | ✗ | ✓ | ✓ | ✓ |
| [Feature group 3] | Medium | ✓ | ✗ | ✗ | ✓ |
| [Feature group 4] | Low | ~ | ✓ | ✗ | ~ |
Gap Scoring
For each gap (where Us = ✗ or ~ and competitors = ✓):
- Gap severity: Critical (blocking deals), Important (losing deals), Nice-to-have
- Effort to close: High / Medium / Low
- Strategic priority: Should we close this gap, leapfrog it, or accept it?
Porter's Five Forces
Use to assess market attractiveness before entering or expanding.
| Force | Key Questions | Implication |
|---|
| Competitive rivalry | How many competitors? How differentiated? Price competition? | High rivalry = margin pressure |
| Threat of new entrants | How hard to enter? Capital requirements? Switching costs? | Low barriers = future competition risk |
| Threat of substitutes | Can users meet their need another way? | High substitutability = pricing ceiling |
| Supplier power | Do key vendors / platforms have leverage over you? | High supplier power = cost risk |
| Buyer power | Can customers easily switch? Are they concentrated? | High buyer power = margin pressure |
Positioning Map
Plot competitors on two axes most relevant to the target segment. Common axis pairs:
- Price vs. Capability — where are the premium and budget tiers?
- Breadth vs. Depth — generalists vs. specialists
- Self-serve vs. Managed — automation vs. human service
- Enterprise vs. SMB — segment focus
High Capability
│
B │ C
│
Low Price ──────────────┼────────────── High Price
│
A │ Us
│
Low Capability
Identify whitespace — positions no competitor currently occupies that your target users would value.
Competitive Intelligence Sources
| Source | Signal Type | Reliability |
|---|
| Product itself (sign up, use it) | Feature capabilities, UX quality | High |
| Pricing pages | Business model, tier structure | High |
| Job listings | Investment areas, tech stack, scale | Medium-High |
| App store reviews | User pain points, satisfaction | Medium |
| G2 / Capterra / Trustpilot | Strengths, weaknesses, comparison reasons | Medium |
| Press releases / blog posts | Strategic direction, partnerships | Medium |
| LinkedIn employee count trend | Growth/contraction trajectory | Medium |
| Crunchbase funding history | Resources, investor expectations | Low-Medium |
Structured Output: Competitive Brief
# Competitive Brief: [Market/Feature Area]
## Competitive Landscape
[3-5 sentence summary of the market structure]
## Competitor Profiles
### [Competitor Name]
- Positioning: [1 sentence]
- Strengths: [2-3 bullet points]
- Weaknesses: [2-3 bullet points]
- Recent moves: [what they've shipped or announced]
## Gap Analysis
| Gap | Severity | Effort | Recommendation |
|-----|----------|--------|----------------|
| [Gap 1] | Critical | High | Close — required to compete |
| [Gap 2] | Important | Low | Close — quick win |
| [Gap 3] | Nice-to-have | Medium | Deprioritize |
## Our Position
- Current advantages: [what we have that others don't]
- Vulnerable areas: [where we're exposed]
- Recommended strategy: [where to play and how to win]
Best Practices
- Date your data — competitive data goes stale; always note when it was collected
- Don't copy everything — a gap doesn't always need to be closed; sometimes it's a strategic choice
- Validate with users — feature parity gaps matter more if customers are actually asking for them
- Track trajectory — update the matrix quarterly; a static snapshot misleads
- Include substitutes — users switching away from your category is a competitive threat too
