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competitive-analysis

Skill8 starsChanged 8 months agoMITView on GitHub

When the user needs to evaluate competitors, understand the competitive landscape, or position their product against alternatives.

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The file

We split this skill into the rules it gives an agent

3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.

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    Common

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    This author's own choices. Worth a look.

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  1. Distinctive:

    Primary sources over secondhand: Use the competitor's own product (sign up for free trials), pricing page, job postings (reveal strategy), …

    line 55
  2. Distinctive:

    Compete on a different axis: If incumbents compete on features, compete on simplicity.

    line 57
  3. Distinctive:

    Refresh cadence: Update quarterly in fast-moving markets, semi-annually in slower ones.

    line 61

“Common” is measured: kept by at least 6 in 10 of the 44 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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Files
SKILL.md

Competitive Analysis

When to Use

Activate when a founder needs to analyze the competitive landscape, evaluate specific competitors, find differentiation opportunities, or prepare a competitive brief. Trigger phrases include "who are our competitors," "analyze this competitor," "competitive landscape," "how do we compare to X," "feature comparison," "what's our moat," or "differentiation opportunities." Also activate before fundraising (investors will ask) or when entering a new market segment.

Context Required

  • From startup-context: product description, target market, current positioning, key differentiators, pricing model, geographic scope.
  • From the user: specific competitors to analyze (or request to identify them), market/industry segment to scope, the strategic question driving the analysis (positioning, pricing, feature gaps, market entry).

Workflow

  1. Scope the market -- Define the market boundaries, industry segment, and customer type. Precision here determines whether the competitive set is meaningful.
  2. Identify 5 primary competitors -- Find direct competitors (same problem, same customer), adjacent competitors (different approach to same problem), and emerging entrants. Distinguish between direct competitors and alternatives (including "do nothing" or manual workarounds).
  3. Gather competitive intelligence -- Research each competitor across: product capabilities, pricing/business model, positioning and messaging, distribution channels, team/funding, and traction signals. Use competitor websites, pricing pages, customer reviews (G2, Capterra), job postings, and product trials as primary sources.
  4. Assess strengths and weaknesses -- For each competitor, identify core product strengths, product gaps, business model advantages, and competitive threats. Validate insights across multiple sources.
  5. Map differentiation opportunities -- Identify unmet customer pain points no competitor addresses well, underserved segments, and areas where you can credibly win. Focus on where the market is heading, not just where it is.
  6. Synthesize strategic positioning -- Formulate a competitive positioning recommendation with suggested positioning, key differentiators, target segments to prioritize, competitors to monitor, and 12-18 month competitive risks.

Output Format

Market Overview

One paragraph defining the market structure: how many players, how fragmented, major categories of solutions, and overall market dynamics.

Competitor Profiles (x5)

For each competitor:

DimensionDetails
Company ProfileBackground, founding, funding, team size, headquarters
Core Product StrengthsKey capabilities, UX quality, integrations, technical advantages
Product GapsMissing features, weak areas, customer complaints
Business Model & PricingModel type, price points, free tier, enterprise options
Competitive ThreatsWhat makes them dangerous -- momentum, funding, distribution, brand

Differentiation Opportunities

  • Unmet customer pain points no competitor addresses well
  • Underserved market segments or personas
  • Emerging needs created by market shifts or technology changes
  • Positioning angles that create clear separation from the field

Competitive Positioning Recommendation

  • Suggested market positioning and category framing
  • Key differentiators to emphasize (backed by evidence)
  • Target segments where competitive dynamics favor your approach
  • Monitoring priorities (which competitors to watch and why)
  • 12-18 month competitive risks and mitigation strategies

Frameworks & Best Practices

  • Primary sources over secondhand. Use the competitor's own product (sign up for free trials), pricing page, job postings (reveal strategy), and customer reviews over analyst reports. Job postings are strategy signals -- hiring ML engineers means AI investment, enterprise sales reps means upmarket movement.
  • Status quo is your biggest competitor. For most startups, the real competitor is "do nothing" or "use a spreadsheet." Analyze this alternative with the same rigor as named competitors.
  • Compete on a different axis. If incumbents compete on features, compete on simplicity. If they compete on price, compete on experience. Winning means changing the evaluation criteria, not beating incumbents at their own game.
  • Track momentum, not just position. A well-funded competitor with flat growth is weaker than an unfunded one growing 20% month-over-month. Monitor hiring velocity, product release cadence, and review sentiment trends.
  • Distinguish direct from adjacent. Direct competitors solve the same problem for the same customer. Adjacent competitors solve the same problem differently or solve a related problem. Both matter but require different strategic responses.
  • Feature comparison honesty. Mark your own product's gaps accurately. An internal competitive analysis that overstates your strengths is useless. The purpose is truth, not comfort.
  • Refresh cadence. Update quarterly in fast-moving markets, semi-annually in slower ones. Track funding rounds, executive moves, and product launches as trigger events for ad-hoc updates.
  • Identify subtle differentiation. The most durable competitive advantages are often not feature-based -- they are distribution advantages, data moats, ecosystem effects, or brand trust built over time.

Related Skills

  • market-research -- Pair competitive analysis with market sizing to understand both the landscape and the size of the prize.
  • prd-writing -- Use competitive gaps to inform the solution section of a PRD. Build what competitors miss.
  • user-research-synthesis -- Ground feature comparisons in what customers actually value, not what competitors assume they value.

Examples

Example 1: Competitive landscape for fundraising

User: "I need a competitive landscape slide for our Series A deck."

Good output: A market overview paragraph, profiles of 4-5 key competitors highlighting their weaknesses relative to the startup's strengths, a differentiation map showing clear whitespace where the startup sits, and a positioning recommendation that tells a narrative about why competitive dynamics favor the startup's approach.

Example 2: Direct competitor deep-dive

User: "We keep losing deals to Competitor X. Help us understand why and how to win."

Good output: Deep analysis of Competitor X's strengths in the dimensions that matter to buyers (e.g., enterprise readiness, integrations, brand trust), identification of the specific evaluation criteria where they win, and actionable recommendations to either match their advantages on must-have dimensions or shift the evaluation criteria to dimensions where you are stronger.

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