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Competitive analysis - feature matrix, SWOT, market positioning, benchmark.
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| name | competitive-analysis |
| description | Competitive analysis - feature matrix, SWOT, market positioning, benchmark. |
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
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",
],
},
];
High Price
|
Enterprise | Premium
(Oracle, | (Salesforce,
SAP) | HubSpot)
|
Low Feature ---+--- High Feature
|
Budget | PLG/Modern
(Open | (Linear,
Source) | Notion)
|
Low Price
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 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
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",
],
},
};
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)
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",
],
};
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]
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",
],
};
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"],
},
];
| 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 |
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",
};
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"],
};
| 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 |
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",
],
};
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;
}
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-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 |