vibeeval/competitive-analysis

Competitive Analysis

Competitor Identification ve Mapping

Competitor Categories

Direct Competitors        Indirect Competitors       Potential Competitors
(Ayni problem, ayni cozum) (Ayni problem, farkli cozum) (Farkli problem, genisleyebilir)
|                          |                            |
v                          v                            v
Figma vs Sketch            Figma vs PowerPoint          Figma vs Canva
Slack vs Teams             Slack vs Email               Slack vs Discord
Linear vs Jira             Linear vs Spreadsheet        Linear vs Notion

Competitor Map Template

interface Competitor {
  name: string;
  category: "direct" | "indirect" | "potential";
  website: string;
  founding_year: number;
  funding_total?: string;
  employee_count_range: string;
  pricing_model: string;
  target_market: string[];
  key_features: string[];
  weaknesses: string[];
  market_share_estimate?: string;
  growth_signals: string[];
}

const competitorMap: Competitor[] = [
  {
    name: "Competitor A",
    category: "direct",
    website: "https://competitor-a.com",
    founding_year: 2018,
    funding_total: "$50M Series B",
    employee_count_range: "100-250",
    pricing_model: "Freemium + per-seat",
    target_market: ["SMB", "Mid-market"],
    key_features: [
      "Real-time collaboration",
      "API-first architecture",
      "Native integrations",
    ],
    weaknesses: [
      "Enterprise features eksik",
      "Mobile app zayif",
      "Customer support yavash",
    ],
    market_share_estimate: "~15%",
    growth_signals: [
      "Son 6 ayda 3 buyuk feature launch",
      "LinkedIn job posting %40 artti",
      "G2 review sayisi 2x",
    ],
  },
];

Competitive Landscape Matrix

              High Price
                 |
    Enterprise   |   Premium
    (Oracle,     |   (Salesforce,
     SAP)        |    HubSpot)
                 |
  Low Feature ---+--- High Feature
                 |
    Budget       |   PLG/Modern
    (Open        |   (Linear,
     Source)      |    Notion)
                 |
              Low Price

Feature Comparison Matrix

Feature Matrix Template

interface FeatureMatrix {
  categories: Array<{
    name: string;
    features: Array<{
      name: string;
      importance: "must_have" | "nice_to_have" | "differentiator";
      our_product: FeatureStatus;
      competitors: Record<string, FeatureStatus>;
    }>;
  }>;
}

type FeatureStatus =
  | { status: "full"; notes?: string }
  | { status: "partial"; notes: string }
  | { status: "none" }
  | { status: "planned"; eta?: string }
  | { status: "superior"; notes: string };

const featureMatrix: FeatureMatrix = {
  categories: [
    {
      name: "Core Features",
      features: [
        {
          name: "Real-time collaboration",
          importance: "must_have",
          our_product: { status: "full" },
          competitors: {
            "Competitor A": { status: "full" },
            "Competitor B": { status: "partial", notes: "Sadece edit, comment yok" },
            "Competitor C": { status: "none" },
          },
        },
        {
          name: "AI-powered automation",
          importance: "differentiator",
          our_product: { status: "superior", notes: "GPT-4 entegrasyon + custom models" },
          competitors: {
            "Competitor A": { status: "partial", notes: "Temel AI oneriler" },
            "Competitor B": { status: "planned", eta: "Q3 2026" },
            "Competitor C": { status: "none" },
          },
        },
      ],
    },
  ],
};

Feature Comparison Visualization

Feature              Us    Comp A   Comp B   Comp C
------------------------------------------------------
Real-time collab     [##]   [##]     [#-]     [--]
AI automation        [##]   [#-]     [..]     [--]
API access           [##]   [##]     [##]     [#-]
Mobile app           [#-]   [##]     [--]     [##]
Enterprise SSO       [##]   [##]     [#-]     [--]
Custom workflows     [##]   [#-]     [--]     [--]
Integrations         [#-]   [##]     [#-]     [#-]

Legend: [##] Full  [#-] Partial  [--] None  [..] Planned

SWOT Analysis

SWOT Framework

interface SWOTAnalysis {
  company: string;
  date: string;
  strengths: SWOTItem[];
  weaknesses: SWOTItem[];
  opportunities: SWOTItem[];
  threats: SWOTItem[];
  strategies: {
    SO: string[];    // Strengths + Opportunities: Agresif strateji
    WO: string[];    // Weaknesses + Opportunities: Gelistirme stratejisi
    ST: string[];    // Strengths + Threats: Savunma stratejisi
    WT: string[];    // Weaknesses + Threats: Kacis/pivot stratejisi
  };
}

interface SWOTItem {
  item: string;
  impact: "high" | "medium" | "low";
  evidence: string;
  actionable: boolean;
}

const swot: SWOTAnalysis = {
  company: "Our Product",
  date: "2026-Q1",
  strengths: [
    {
      item: "AI-first architecture",
      impact: "high",
      evidence: "Rakiplerden 2 yil once AI entegrasyonu",
      actionable: true,
    },
    {
      item: "Developer community (10K+)",
      impact: "high",
      evidence: "GitHub stars, Discord members, contributor sayisi",
      actionable: true,
    },
  ],
  weaknesses: [
    {
      item: "Enterprise sales team yok",
      impact: "high",
      evidence: "Enterprise deal'lar self-serve ile gelmiyor",
      actionable: true,
    },
  ],
  opportunities: [
    {
      item: "AI regulation yeni standartlar getiriyor",
      impact: "medium",
      evidence: "EU AI Act, compliance araci talep artisi",
      actionable: true,
    },
  ],
  threats: [
    {
      item: "Big tech ayni alana giriyor",
      impact: "high",
      evidence: "Google/Microsoft benzer urun duyurdu",
      actionable: true,
    },
  ],
  strategies: {
    SO: [
      "AI-first avantajini marketing'de one cikar",
      "Community'yi enterprise referral kanalina cevir",
    ],
    WO: [
      "Channel partner programi ile enterprise'a eris",
      "AI compliance tool olarak repositioning",
    ],
    ST: [
      "Open source core ile lock-in endisesini gider",
      "Niche (developer tools) odak ile big tech'ten farklas",
    ],
    WT: [
      "Vertical focus (tek industry) ile savunulabilir pozisyon",
      "Acquisition target olarak konumlan",
    ],
  },
};

SWOT Visualization

             INTERNAL
        Strengths    Weaknesses
        ---------    ----------
  O   | SO Strategy | WO Strategy |
  p   | Agresif     | Gelistirme  |    EXTERNAL
  p   | buyume      | ve iyiles.  |
  o   |-------------|-------------|
  r   | ST Strategy | WT Strategy |
  t   | Savunma ve  | Minimize    |
  .   | koruma      | ve kacis    |
        ---------    ----------
        Threats      (combined)

Porter's Five Forces

Analysis Template

interface PortersFiveForces {
  industry: string;
  analysis_date: string;
  forces: {
    competitive_rivalry: ForceAnalysis;
    threat_of_new_entrants: ForceAnalysis;
    threat_of_substitutes: ForceAnalysis;
    bargaining_power_buyers: ForceAnalysis;
    bargaining_power_suppliers: ForceAnalysis;
  };
  overall_attractiveness: "high" | "medium" | "low";
  implications: string[];
}

interface ForceAnalysis {
  intensity: "high" | "medium" | "low";
  score: number;               // 1-5
  drivers: string[];
  mitigations: string[];
}

const portersAnalysis: PortersFiveForces = {
  industry: "Developer Tools SaaS",
  analysis_date: "2026-Q1",
  forces: {
    competitive_rivalry: {
      intensity: "high",
      score: 4,
      drivers: [
        "Cok sayida rakip (50+ developer tool)",
        "Dusuk switching cost",
        "Hizli inovasyon dongusu",
      ],
      mitigations: [
        "Niche odaklanma (AI-first)",
        "Network effects (team adoption)",
        "Data moat (kullanim verisi)",
      ],
    },
    threat_of_new_entrants: {
      intensity: "medium",
      score: 3,
      drivers: [
        "Cloud infra ucuz (AWS/GCP)",
        "Open source alternatifler cok",
        "AI tooling demokratiklesiyor",
      ],
      mitigations: [
        "Brand recognition + community",
        "Entegrasyon ekosistemi (50+ integration)",
        "Data advantage (model egitim verisi)",
      ],
    },
    threat_of_substitutes: {
      intensity: "medium",
      score: 3,
      drivers: [
        "Spreadsheet/email alternatif olabiliyor",
        "In-house tools yapilabiliyor",
        "AI copilot'lar bazi islevleri kapsiyor",
      ],
      mitigations: [
        "Specialized value proposition",
        "Workflow automation (manual isin yerini alan)",
        "Team collaboration (tek kisinin yapamayacagi)",
      ],
    },
    bargaining_power_buyers: {
      intensity: "high",
      score: 4,
      drivers: [
        "Dusuk switching cost",
        "Free tier / open source alternatif bol",
        "Enterprise musteriler cok pazarlik yapar",
      ],
      mitigations: [
        "PLG ile small ticket, cok musteri",
        "Usage-based pricing (deger ile oran)",
        "Lock-in olmadan sticky urun (data, workflow)",
      ],
    },
    bargaining_power_suppliers: {
      intensity: "low",
      score: 2,
      drivers: [
        "Cloud vendor (AWS/GCP) fiyat arttirabiliyor",
        "AI API provider (OpenAI) fiyat politikasi",
      ],
      mitigations: [
        "Multi-cloud stratejisi",
        "Open source LLM fallback",
        "Kendi infra opsiyonu",
      ],
    },
  },
  overall_attractiveness: "medium",
  implications: [
    "Differentiation stratejisi sart (cost leadership yapilamaz)",
    "Community moat en guclu savunma",
    "AI capability hizla evolve ediyor, R&D yatirimi kritik",
  ],
};

Market Positioning

Positioning Statement Template

FOR [target customer]
WHO [statement of need / opportunity]
[Product name] IS A [product category]
THAT [key benefit / compelling reason to buy]
UNLIKE [primary competitive alternative]
OUR PRODUCT [primary differentiation]

Positioning Canvas

interface PositioningCanvas {
  target_customer: {
    who: string;
    pain_points: string[];
    desired_outcomes: string[];
  };
  market_category: string;
  competitive_alternatives: string[];
  unique_value: {
    features: string[];                // ne var?
    benefits: string[];                // ne saglar?
    proof_points: string[];            // kanit?
  };
  positioning_statement: string;
  tagline: string;
  key_messages: string[];              // max 3
}

const positioning: PositioningCanvas = {
  target_customer: {
    who: "10-200 kisilik engineering takimlari",
    pain_points: [
      "Tool fatigue (cok fazla arac)",
      "Context switching kaybi",
      "Manual tekrarlayan isler",
    ],
    desired_outcomes: [
      "Tek platformda tum gelistirme akisi",
      "AI ile otomasyon",
      "Olculebilir developer productivity",
    ],
  },
  market_category: "AI-powered developer productivity platform",
  competitive_alternatives: ["Jira + GitHub + Slack + manual isler"],
  unique_value: {
    features: ["AI workflow automation", "Unified dev platform", "Built-in analytics"],
    benefits: ["2x developer velocity", "Zero context switching", "Data-driven decisions"],
    proof_points: ["500+ teams", "4.8 G2 rating", "SOC2 certified"],
  },
  positioning_statement:
    "For engineering teams that waste time on tool sprawl and manual processes, " +
    "DevFlow is an AI-powered developer platform that unifies your entire workflow, " +
    "unlike Jira+GitHub+Slack combinations, our product eliminates context switching " +
    "and automates repetitive tasks with AI.",
  tagline: "Ship faster. Think less about tools.",
  key_messages: [
    "All-in-one: planning, coding, reviewing, deploying",
    "AI automation: repetitive tasks handled automatically",
    "Built for modern teams: fast, opinionated, delightful",
  ],
};

Pricing Analysis

Competitive Pricing Matrix

interface PricingComparison {
  competitor: string;
  model: "per_seat" | "usage_based" | "flat" | "hybrid";
  free_tier: boolean;
  plans: Array<{
    name: string;
    price_monthly: number;
    price_annual_monthly: number;      // yillik plan aylik fiyati
    key_limits: Record<string, string>;
  }>;
  hidden_costs: string[];
  discount_available: string[];
}

const pricingLandscape: PricingComparison[] = [
  {
    competitor: "Competitor A",
    model: "per_seat",
    free_tier: true,
    plans: [
      {
        name: "Free",
        price_monthly: 0,
        price_annual_monthly: 0,
        key_limits: { members: "10", projects: "3", storage: "500MB" },
      },
      {
        name: "Pro",
        price_monthly: 12,
        price_annual_monthly: 10,
        key_limits: { members: "unlimited", projects: "unlimited", storage: "10GB" },
      },
      {
        name: "Enterprise",
        price_monthly: 0, // custom
        price_annual_monthly: 0,
        key_limits: { members: "unlimited", projects: "unlimited", storage: "unlimited" },
      },
    ],
    hidden_costs: ["SSO sadece Enterprise", "API rate limit Pro'da dusuk"],
    discount_available: ["Annual %20", "Startup %50 (1 yil)", "Education free"],
  },
];

Pricing Strategy Decision

| Strateji | Ne Zaman | Risk | |----------|----------|------| | Penetration (dusuk fiyat) | Yeni market, paylasmak onemli | Margin dusuk, fiyat artirmak zor | | Skimming (yuksek fiyat) | Unique value, az rakip | Rakip gelince fiyat dusmek zorunda | | Value-based | Guclu ROI kaniti var | ROI'yi kanitlamak zor olabilir | | Competitive | Commodity market | Fiyat savasi riski | | Freemium | PLG, viral potential | Free kullanicilar convert olmayabilir |

Technology Stack Comparison

Tech Stack Intelligence

interface TechStackIntel {
  competitor: string;
  source: "job_postings" | "builtwith" | "stackshare" | "github" | "blog";
  frontend: string[];
  backend: string[];
  infrastructure: string[];
  data: string[];
  ai_ml: string[];
  confidence: "high" | "medium" | "low";
}

// Job posting'lerden tech stack cikar
const techIntel: TechStackIntel = {
  competitor: "Competitor A",
  source: "job_postings",
  frontend: ["React", "TypeScript", "Next.js", "Tailwind"],
  backend: ["Node.js", "Go (microservices)", "GraphQL"],
  infrastructure: ["AWS", "Kubernetes", "Terraform", "Datadog"],
  data: ["PostgreSQL", "Redis", "Elasticsearch", "ClickHouse"],
  ai_ml: ["Python", "PyTorch", "OpenAI API"],
  confidence: "medium",
};

User Review Analysis

Review Mining Template

interface ReviewAnalysis {
  competitor: string;
  platform: "G2" | "Capterra" | "TrustRadius" | "ProductHunt" | "AppStore";
  total_reviews: number;
  avg_rating: number;
  sentiment_distribution: {
    positive: number;           // %
    neutral: number;
    negative: number;
  };
  top_praised: Array<{ theme: string; frequency: number; example_quote: string }>;
  top_complaints: Array<{ theme: string; frequency: number; example_quote: string }>;
  switching_reasons: string[];  // neden bize gecsinler
  churn_reasons: string[];      // neden terk ediyorlar
}

const reviewAnalysis: ReviewAnalysis = {
  competitor: "Competitor A",
  platform: "G2",
  total_reviews: 450,
  avg_rating: 4.2,
  sentiment_distribution: { positive: 65, neutral: 20, negative: 15 },
  top_praised: [
    { theme: "Ease of use", frequency: 120, example_quote: "So intuitive, team adopted in a day" },
    { theme: "Customer support", frequency: 85, example_quote: "Fast and helpful support team" },
  ],
  top_complaints: [
    { theme: "Performance on large projects", frequency: 45, example_quote: "Slows down with 1000+ items" },
    { theme: "Missing API features", frequency: 38, example_quote: "API is too limited for our automation needs" },
  ],
  switching_reasons: ["Performance at scale", "Better API", "AI features"],
  churn_reasons: ["Pricing increase", "Missing enterprise features"],
};

Competitive Moat Identification

Moat Types

| Moat Tipi | Tanim | Ornek | Guc | |-----------|-------|-------|-----| | Network Effects | Daha fazla kullanici = daha degerli | Slack, LinkedIn | Cok guclu | | Data Moat | Veri avantaji | Google, Waze | Guclu | | Switching Cost | Gecis maliyeti yuksek | Salesforce, SAP | Guclu | | Brand | Marka taninirligi | Apple, Stripe | Orta-guclu | | Ecosystem | Entegrasyon/eklenti ekosistemi | Shopify, Figma | Guclu | | Scale Economies | Olcek avantaji | AWS, Cloudflare | Guclu | | IP/Patents | Fikri mulkiyet | Qualcomm | Orta | | Community | Gelistirici/kullanici toplulugu | Redis, Docker | Orta-guclu | | Regulatory | Regolasyon avantaji | Banking, Healthcare | Cok guclu |

Moat Assessment

interface MoatAssessment {
  company: string;
  moats: Array<{
    type: string;
    current_strength: number;       // 1-10
    trend: "growing" | "stable" | "declining";
    evidence: string[];
    time_to_build: string;          // rakip icin
    defensibility: "high" | "medium" | "low";
  }>;
  overall_moat_score: number;       // 1-10
  vulnerability: string[];
}

const moatAssessment: MoatAssessment = {
  company: "Our Product",
  moats: [
    {
      type: "Community",
      current_strength: 7,
      trend: "growing",
      evidence: [
        "10K GitHub stars",
        "5K Discord members",
        "200+ contributors",
      ],
      time_to_build: "2-3 yil",
      defensibility: "medium",
    },
    {
      type: "Data Moat",
      current_strength: 5,
      trend: "growing",
      evidence: [
        "500K+ workflow execution verisi",
        "AI modelleri bu veri ile egitiliyor",
      ],
      time_to_build: "1-2 yil",
      defensibility: "high",
    },
  ],
  overall_moat_score: 6,
  vulnerability: [
    "Open source fork riski",
    "Big tech ayni ozellikleri ekleyebilir",
    "Community baska platforma gecebilir",
  ],
};

Benchmark Reporting Template

Monthly Competitive Report

interface CompetitiveReport {
  period: string;
  summary: string;                     // 2-3 cumle executive summary
  market_changes: MarketChange[];
  competitor_moves: CompetitorMove[];
  our_position_changes: PositionChange[];
  recommendations: Recommendation[];
}

interface CompetitorMove {
  competitor: string;
  date: string;
  type: "feature_launch" | "pricing_change" | "funding" | "acquisition" | "partnership" | "hire" | "incident";
  description: string;
  impact_on_us: "high" | "medium" | "low" | "none";
  response_needed: boolean;
  suggested_response?: string;
}

interface Recommendation {
  priority: "critical" | "high" | "medium" | "low";
  area: string;
  action: string;
  rationale: string;
  effort: "small" | "medium" | "large";
  expected_impact: string;
}

Win/Loss Analysis

interface WinLossData {
  period: string;
  total_opportunities: number;
  wins: number;
  losses: number;
  win_rate: number;
  loss_reasons: Array<{
    reason: string;
    count: number;
    percentage: number;
    lost_to: string[];         // hangi rakibe kaybettik
  }>;
  win_reasons: Array<{
    reason: string;
    count: number;
    percentage: number;
    won_against: string[];     // hangi rakibi yendik
  }>;
  avg_deal_size: { won: number; lost: number };
  avg_sales_cycle_days: { won: number; lost: number };
}

// Win/Loss query
// SELECT
//   outcome,
//   primary_reason,
//   COUNT(*) AS count,
//   ROUND(AVG(deal_value), 0) AS avg_deal,
//   ROUND(AVG(EXTRACT(DAY FROM closed_at - created_at)), 0) AS avg_cycle_days
// FROM opportunities
// WHERE closed_at >= CURRENT_DATE - INTERVAL '90 days'
// GROUP BY outcome, primary_reason
// ORDER BY count DESC;

Anti-Patterns

| Anti-Pattern | Dogru Yol | |-------------|-----------| | Rakibi kopyalamak | Kendi gucunu kullan, differentiate et | | Sadece feature karsilastirmasi | Deger + deneyim + ekosistem dahil et | | SWOT'u bir kere yapip birakmak | Ceyreklik guncelle | | Tum rakiplere odaklanmak | Top 3-5 rakibe odaklan | | Sadece public bilgi kullanmak | Win/loss analizi + musteri gorusmesi ekle | | Competitor obsesyonu | Musteri problemine odaklan | | Pricing'i rakibe gore belirlemek | Deger bazli fiyatla, rakibi referans al | | Moat'u ignore etmek | Her ceyrek moat assessment yap |