cyberneticlibrary

Analyze competitors and build comparisons

competitor-analysisskillsetup L251
manojbajaj95/claude-gtm-plugin

Causal-lift measurements

seo-competitor-analysis+16pp vs no-skill baselinewith-skill 100% · baseline 84%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Conduct systematic competitor research and comparison page creation

Best for

GTM strategy and positioning work; creates data-driven foundation for 'why us vs them' messaging.

Inputs
  • · your business description
  • · 3-5 competitor companies
  • · research focus (features, pricing, positioning, messaging)
Outputs
  • · competitor research document
  • · feature comparison matrix
  • · pricing comparison
  • · positioning and messaging analysis
  • · competitive advantages and weaknesses
Requires
  • · Web search and content fetching
Preconditions
  • · Competitors clearly identified
  • · Business positioning understood
Failure modes
  • · Surface-level feature list without understanding use cases
  • · Pricing without context (different packaging, contract terms)
  • · Positioning analysis without customer research
  • · Doesn't identify which advantages are defensible vs replicable
Trust signals
  • · Structured research framework (features, pricing, positioning, messaging)
  • · Systematic competitive intelligence methodology
  • · Data-grounded analysis (cites sources)