| name | product-competitive-analysis |
| description | Analyze competitors with feature comparison matrices, positioning analysis, and strategic implications |
| type | reference |
| version | 1.0.0 |
| category | business |
| last_updated | "2026-02-03T00:00:00.000Z" |
| source | https://github.com/anthropics/knowledge-work-plugins |
| related_skills | ["feature-spec","metrics-tracking"] |
| capabilities | [] |
| requires | [] |
| see_also | [] |
| tags | [] |
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.
Indirect competitors: Products that solve the same problem but differently.
Adjacent competitors: Products that do not compete today but could.
Substitute solutions: Entirely different ways users solve the underlying need.
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.
Monitoring the Landscape
Track competitive movements over time:
- Product launches and feature releases
- Pricing and packaging changes
- Funding rounds and acquisitions
- Key hires and job postings
- Customer wins and losses
- Analyst and review coverage
- Partnership announcements
Feature Comparison Matrices
Building a Feature Comparison
- Define capability areas: Group features into functional categories that matter to buyers
- List specific capabilities: Under each area, list the specific features to compare
- Rate each competitor: Use a consistent rating scale
Rating Scale Options
Simple (recommended for most cases):
- Strong / Adequate / Weak / Absent
Detailed (for deep-dive comparisons):
- 5: Best-in-class
- 4: Strong
- 3: Adequate
- 2: Limited
- 1: Minimal
- 0: Absent
Tips for Feature Comparison
- Rate based on real product experience, customer feedback, and reviews -- not just marketing claims
