Competitive Analysis Skill

What is Competitive Analysis?

Competitive analysis is the systematic study of a company’s competitive environment — its rivals, the market it operates in, and the structural forces that determine who wins and who loses. While financial metrics tell you how a company performed in the past, competitive analysis helps you understand whether that performance is sustainable. At its core, competitive analysis answers three questions:

Who are the competitors? — Not just the obvious ones, but adjacent players, emerging disruptors, and potential entrants.
What are the competitive dynamics? — Is the market growing or shrinking? Are margins expanding or compressing? Is there consolidation happening?
Does the company have a moat? — A moat is a durable competitive advantage that protects a company from competitors, just as a moat protects a castle. Companies with strong moats can sustain high returns on capital over long periods.

Quick numeric example: Consider the US cloud infrastructure market. In 2024, the market was approximately

80B and growing at 20% CAGR. AWS held approximately 31% share (

24.8B), Azure held 25% (

20.0B), and Google Cloud held 11% (

8.8B). The top three players control 67% of the market, and the scale advantages they enjoy (data center costs decline 15-20% per doubling of capacity) make it nearly impossible for new entrants to compete at scale. This is an industry with high barriers to entry, significant scale economies, and meaningful switching costs — all quantifiable through competitive analysis. The most famous framework for competitive analysis is Porter’s Five Forces, developed by Harvard professor Michael Porter. It analyzes five structural forces that determine the intensity of competition in an industry:

Threat of New Entrants — How easy is it for new companies to enter the market? High barriers to entry (regulation, capital requirements, network effects) protect incumbents.
Bargaining Power of Suppliers — Can suppliers raise prices? Few suppliers with differentiated products have more power.
Bargaining Power of Buyers — Can customers force prices down? Concentrated buyers with low switching costs have more power.
Threat of Substitutes — Are there alternative products or services that could replace the company’s offering?
Rivalry Among Existing Competitors — How intense is competition? Many competitors with similar products and slow growth leads to aggressive competition.

Beyond Porter’s framework, SWOT analysis (Strengths, Weaknesses, Opportunities, Threats) provides a simpler lens for evaluating a single company’s position. And moat analysis — popularized by Warren Buffett — focuses specifically on durable competitive advantages.

Detailed Worked Example

Let us build a competitive analysis for PayFlow Inc., a fictional fintech company offering embedded payment solutions to SaaS platforms. PayFlow has $500M in revenue, growing 30% YoY, with a 15% EBITDA margin.

Define the Market

Market: US Embedded Payments / Payment Facilitation

TAM (Total Addressable Market): $120B in US payment processing volume, generating approximately$ 15B in processing revenue (2024)
Growth: 18-22% CAGR driven by digital commerce adoption, vertical SaaS platforms embedding payments, and B2B payments digitization
Key driver: SaaS platforms increasingly want to monetize payments as a revenue stream rather than outsourcing to a separate provider

Source: McKinsey Global Payments Report 2024, company filings

Map the Competitive Landscape

Group competitors by strategic posture:Direct Competitors (Payment Facilitation for SaaS):

Company	Revenue	Growth	Margin	GPV	Take Rate
PayFlow	$500M	30%	15%	$50B	1.0%
FinConnect	$800M	22%	20%	$100B	0.8%
PayStack	$200M	45%	-5%	$15B	1.3%

Adjacent Competitors (Broad Payment Platforms):

Company	Revenue	Growth	Margin	GPV	Take Rate
Stripe	$18B+	25%	18%	$1T+	1.8%
Adyen	$1.8B	21%	50%	$970B	0.19%

Emerging Threats:

Company	Revenue	Growth	Funding	Focus
NeoPayments	$30M	100%+	$150M Series C	AI-powered payment routing
VerticalPay	$15M	80%+	$80M Series B	Healthcare payments

Porter's Five Forces Assessment

Force	Rating	Rationale
Threat of New Entrants	Medium	Regulatory barriers (PCI compliance, money transmitter licenses) but venture capital funding is abundant for fintech
Supplier Power	Low	Card networks (Visa/Mastercard) set interchange, but processors have limited negotiating leverage. Multiple acquiring banks available
Buyer Power	Medium	SaaS platforms have moderate switching costs (6-12 month integration) but can threaten to build in-house
Threat of Substitutes	Low-Medium	Cryptocurrency and BNPL offer alternative payment rails but have not displaced card payments at scale
Competitive Rivalry	High	Multiple well-funded competitors, aggressive pricing, rapid feature development. Take rates compressing 5-10% annually

Structural assessment: This is a moderately attractive industry. High growth offsets competitive pressure, but margins are under threat from take rate compression and the entry of large platform players (Stripe, Adyen) into the vertical SaaS segment.

Moat Analysis

Moat	PayFlow	FinConnect	PayStack
Network Effects	Moderate — more SaaS platforms create better data for underwriting	Strong — largest platform network creates referral flywheel	Weak — too small for network effects
Switching Costs	High — 6-12 month integration, API embedded in customer products	High — similar integration depth	Medium — newer, less embedded
Scale Economies	Moderate — $50B GPV provides some processing cost leverage	Strong — $100B GPV, best unit economics	Weak — $15B GPV, subscale
Intangible Assets	Moderate — proprietary risk scoring data	Strong — regulatory licenses in 50 states, 10-year track record	Weak — limited data history

Verdict: FinConnect has the strongest moat (scale + switching costs + regulatory assets). PayFlow has a developing moat (switching costs + growing scale). PayStack is subscale and burning cash to grow into a moat.

Positioning Visualization (2x2 Matrix)

Axes: Scale (GPV) on the X-axis vs. Growth Rate on the Y-axis

High Growth
     |
     |  PayStack        PayFlow
45%  |  ($15B GPV)      ($50B GPV)
     |
30%  |
     |
     |  VerticalPay     FinConnect
22%  |  ($2B GPV)       ($100B GPV)
     |
Low  |________________________________
          Small Scale    Large Scale

Insight: PayFlow occupies the attractive quadrant of high growth and moderate scale. FinConnect is the scale leader but growing more slowly. PayStack is growing fastest but is subscale. The strategic question for PayFlow is whether it can reach FinConnect’s scale before growth decelerates.

Synthesis and Investment Implications

Bull Case (30% probability): PayFlow’s embedded approach wins the vertical SaaS segment. Take rates stabilize as value-added services (lending, analytics) justify pricing. Revenue reaches

1.5B by Year 5, margins expand to 25%. Exit at 15x EBITDA =

5.6B EV.Base Case (50% probability): PayFlow maintains 20-25% growth but faces take rate compression. Margins expand modestly to 18%. Revenue reaches

1.1B by Year 5. Exit at 12x EBITDA =

2.4B EV.Bear Case (20% probability): Stripe and Adyen enter the vertical SaaS segment aggressively, compressing take rates by 30%+. PayFlow’s growth decelerates to 10%. Margins stagnate at 15%. Revenue reaches

750M by Year 5. Exit at 8x EBITDA =

900M EV.

Why It Matters

Competitive analysis is essential across financial services:

Investment bankers build competitive landscape decks for pitches, buyer lists, and strategic reviews. Understanding a company’s competitive position helps determine its valuation and identify potential acquirers.
Equity researchers need to understand competitive dynamics to forecast whether a company can sustain its growth and margins. A company losing market share will eventually see revenue decelerate.
PE firms conduct competitive analysis as part of due diligence. A company in a market with low barriers to entry and intensifying competition is riskier than one in a market with high barriers and limited rivals.
Strategy consultants and corporate development teams use competitive analysis to evaluate strategic alternatives — should a company expand, acquire a competitor, or defend its position?

What happens if you skip competitive analysis? You might invest in a company that looks great on paper (strong growth, high margins) but operates in a market where a well-funded competitor is about to launch a superior product. Competitive dynamics are often the difference between a great investment and a value trap.

Key Concepts

Term	Definition	Why It Matters
Moat	A durable competitive advantage that protects a company from competitors.	Companies with moats can sustain high returns on capital. No moat means returns will eventually regress to the cost of capital.
Network Effects	The product becomes more valuable as more people use it (e.g., social networks, payment platforms).	One of the strongest moats — creates winner-take-most dynamics.
Switching Costs	The cost (financial, time, effort) for customers to switch to a competitor.	High switching costs lock in customers and create predictable revenue streams.
Scale Economies	Cost advantages from being larger — unit costs decrease as volume increases.	Scale leaders can underprice smaller competitors while maintaining margins.
TAM/SAM/SOM	Total Addressable Market / Serviceable Addressable Market / Serviceable Obtainable Market.	Sizes the opportunity. A $1B company in a$ 100B TAM has room to grow; the same company in a $2B TAM is approaching saturation.
Market Share	The company’s revenue as a percentage of total market revenue.	Tracking market share trends over time reveals whether a company is winning or losing.
Barriers to Entry	Factors that make it difficult for new competitors to enter the market (regulation, capital, technology, brand).	High barriers protect incumbent margins. Low barriers attract competition and compress margins.
Porter’s Five Forces	Framework analyzing competitive intensity through five structural factors.	Provides a systematic way to assess industry attractiveness beyond just looking at one company.
SWOT	Strengths, Weaknesses, Opportunities, Threats — a framework for evaluating a single company’s competitive position.	Simple and versatile. Works as a starting point before deeper analysis.

How It Works

Triggers when: the user asks for a competitive landscape, competitor analysis, peer comparison, market positioning assessment, or strategic review.

Do NOT start research or slide-building before scoping. A 20-slide peer benchmarking deck and a 5-slide market map are both “competitive analysis” and take completely different shapes.

Phase 1: Scope the Analysis

Gather in one round:

Scope — Single target company with competitors around it, or multi-company side-by-side?
Competitor set — Which companies are in scope?
Audience and depth — Quick read or full primer with market sizing?
Investment context — Need bull/base/bear scenarios?

Phase 2: Outline and Approve

Propose slide titles and one-line content notes. Get approval before building any slides. A competitive deck is 10-20 slides of interlocking content — rebuilding because slide 4 was wrong is expensive.

Analysis Workflow

Step 0: Industry-Defining Metrics Before anything else, identify the 3-5 metrics that matter most in this industry:

Industry	Key Metrics
SaaS	ARR, NRR, CAC payback, LTV/CAC, Rule of 40
Payments	GPV, take rate, attach rate, transaction margin
Marketplaces	GMV, take rate, buyer/seller ratio, repeat rate
Retail	Same-store sales, inventory turns, sales per sq ft
Logistics	Volume, cost per unit, on-time delivery %, capacity utilization

Step 1: Market Context — Size, growth, drivers, headwinds — quantified with sources. Correct: “Embedded payments is $80-100B in 2024, growing 20-25% CAGR (McKinsey 2024)” Wrong: “The market is large and growing rapidly” Step 2: Industry Economics — How value flows: value chain layers, ecosystem participants, or consolidation dynamics. Step 3: Target Company Profile — Revenue, growth, margins, customers, retention, market share. Use a structured metrics table. Step 4: Competitor Mapping — Group by business model, segment, posture, or origin. Step 5: Positioning Visualization

Type	When to Use
2x2 matrix	Two dominant competitive factors
Radar/spider	Multi-factor comparison
Tier diagram	Natural clustering into strategic groups
Value chain map	Vertical industries
Ecosystem map	Platform markets

Step 6: Competitor Deep-Dives — Metrics table and qualitative assessment for each competitor. Step 7: Comparative Analysis — Rating system across dimensions (scale, growth, margins, technology). Step 8: Strategic Context — M&A activity, partnerships, capital raising, regulatory developments. Step 9: Synthesis and Moat Assessment Rate each competitor on four moat categories:

Moat	What to Assess
Network effects	User/supplier flywheel strength; cross-side vs same-side
Switching costs	Technical integration depth, contractual lock-in
Scale economies	Unit cost advantages at volume
Intangible assets	Brand, proprietary data, regulatory licenses, patents

Design Standards

Slide titles state insights, not topics: “Scale leaders pulling away from niche players” — not “Competitive Analysis”
Every number has a citation: “[Company] [Document] ([Date])”
Charts are real chart objects with data, not formatted tables
2-3 colors max: muted navy, gray, one accent color

Source Quality Hierarchy

10-Ks / annual reports (audited)
Earnings calls / investor presentations (management commentary)
Sell-side research (analyst estimates)
Industry reports (McKinsey, Gartner — market sizing)
News (recent developments only; verify against primary sources)

Common Mistakes

1. Confusing competitors with comparables

The mistake: Including a company in the competitive analysis because it is a valuation comparable, even though it does not actually compete with the target.Why it happens: Comps and competitors overlap but are not the same. Google and Meta are comps (both are digital ad companies) but compete in different ways.The fix: Ask: “Does this company compete for the same customers or the same budget?” If the answer is no, it belongs in a comps analysis, not a competitive analysis.

2. Stale market data

The mistake: Using 2-year-old market size estimates in a fast-moving industry. A 2022 estimate for AI market size is meaningless in 2026.Why it happens: Market research reports are expensive and the most convenient one might be outdated.The fix: Always cite the date and source. Prefer estimates from the last 12 months. If only older data is available, note the date and explain why the estimate may have changed.

3. Missing emerging threats

The mistake: Focusing only on current large competitors and missing the startup or adjacent player that could disrupt the market in 3-5 years.Why it happens: Large competitors are easy to find and analyze. Startups are harder to identify and their financials are private.The fix: Include an “Emerging Threats” section that covers well-funded startups, adjacent players expanding into the market, and technology shifts that could change the competitive landscape. Check Crunchbase, PitchBook, and industry publications for recent funding rounds.

4. Qualitative without quantitative

The mistake: Writing “strong brand” or “innovative technology” without supporting evidence.Why it happens: Qualitative assessments are easier to write than finding and citing specific numbers.The fix: Every qualitative claim needs quantitative support. “Strong brand” becomes “Brand awareness of 92% vs. competitor average of 65% (McKinsey 2024).” “Innovative technology” becomes “14 patents filed in 2024, 3x the competitor average, with $180M R&D spend (18% of revenue).”

5. Ignoring industry structure

The mistake: Evaluating a company’s competitive strengths without assessing whether the industry itself is attractive.Why it happens: It is natural to focus on the company rather than the environment.The fix: A great company in a terrible industry will struggle. Use Porter’s Five Forces to assess industry attractiveness first: high rivalry + low barriers + powerful buyers = structurally unattractive regardless of how strong the individual company is.

7. Confusing TAM with SAM

The mistake: Claiming a

100B TAM when the company's actual serviceable market is

10B.Why it happens: Larger TAM numbers make a more compelling investment story. Analysts use the broadest possible definition.The fix: Present all three: TAM (total market), SAM (the portion you could realistically serve given your product and geography), and SOM (the portion you can realistically capture in the near term). A

500M company with

2B SOM and 25% share is nearly saturated. The same company with $20B SAM and 2.5% share has significant room to grow.

8. Building the deck before getting outline approval

The mistake: Spending 4 hours building 15 slides only to learn the client wanted a completely different focus.Why it happens: Eagerness to deliver quickly and demonstrate productivity.The fix: Always propose the outline first: slide titles, one-line content descriptions, and the analytical approach. Get approval before building any slides. The outline is the cheap iteration point — changing a title takes seconds, rebuilding a slide takes an hour.

Daily Workflow

Scenario 1: M&A Buyer Identification

Your team is advising a SaaS company on a sale process. The MD asks you to build a landscape of potential strategic acquirers.Workflow:

Start with the target’s competitive map — who are the direct competitors that would benefit from acquiring this company?
Expand to adjacent players — who would use this acquisition to enter the target’s market?
For each potential buyer, assess: strategic fit (does it fill a gap?), financial capacity (can they afford it?), and acquisition history (have they done similar deals?)
Build a tiered buyer list: Tier 1 (most likely, highest strategic fit), Tier 2 (possible, moderate fit), Tier 3 (long shots)
For each Tier 1 buyer, build a one-page profile with revenue, growth, market cap, acquisition rationale, and potential synergies
Present to the MD for approval before reaching out to any potential buyers

Scenario 2: Investment Committee Deep-Dive

A PE fund is considering a $200M investment in a healthcare IT company. The IC wants a comprehensive competitive analysis to assess the sustainability of the company’s market position.Workflow:

Size the healthcare IT market with TAM/SAM/SOM analysis
Map all competitors by segment (EHR, revenue cycle management, telehealth, analytics)
Build a detailed metrics table for each competitor (revenue, growth, margins, market share, customer count, retention rate)
Assess Porter’s Five Forces for the healthcare IT industry
Conduct a moat analysis for the target company (switching costs are typically strong in healthcare IT due to regulatory requirements and data migration complexity)
Present bull/base/bear scenarios with specific competitive signposts (e.g., “Bear case triggered if Epic or Cerner launches a competing module at 50% lower price”)
Synthesize findings: “The company operates in a structurally attractive market with high switching costs, but faces risk from platform consolidation by larger players”

Scenario 3: Quarterly Sector Review for Equity Research

You publish a quarterly sector review covering the US digital payments landscape. Each quarter, you update the competitive positioning and market share analysis.Workflow:

Update revenue and GPV data for all companies from their latest quarterly earnings
Recalculate market share for each player
Identify the key competitive developments from the quarter (new product launches, pricing changes, partnership announcements, M&A)
Update the 2x2 positioning matrix with the latest data
Revise your moat assessments if any competitive dynamics changed materially
Write a 2-page summary: “Three key takeaways from Q4 competitive dynamics”
Distribute to clients and present during the morning research call

Practice Exercise

Scenario: Build a competitive analysis for CloudSecure, a cybersecurity company specializing in cloud workload protection. Given Information:

CloudSecure: $400M revenue, 35% growth, 10% EBITDA margin, 2,500 enterprise customers,$ 160K ACV, 115% NRR
Market: Cloud security TAM approximately $30B in 2024, growing 25% CAGR
Your boss wants a 10-slide competitive deck for the investment committee

Known Competitors:

Company	Revenue	Growth	Margin	Customers	Public?
CyberShield Corp	$800M	22%	18%	5,000	Yes
ThreatGuard	$250M	40%	-8%	1,800	No
SecureCloud	$150M	55%	-15%	800	No
Legacy player (PaloAlto)	$8B+	15%	25%	80,000+	Yes

Your tasks:

Propose a slide outline (titles and one-line descriptions for 10 slides)
Conduct a Porter’s Five Forces assessment for the cloud security industry
Build a moat analysis comparing CloudSecure to each competitor
Create a 2x2 positioning matrix (choose appropriate axes)
Write a synthesis slide with bull/base/bear scenarios for CloudSecure
Identify 3 emerging threats not in the competitor list above (e.g., major cloud providers building native security)

The biggest competitive risk for CloudSecure is not a direct competitor — it is AWS, Azure, and GCP building native cloud security capabilities and bundling them for free. This is a platform risk that should be addressed explicitly in the Five Forces analysis (supplier power / threat of substitutes). The presence of Palo Alto as an adjacent competitor signals potential consolidation — they might acquire smaller players like CloudSecure to accelerate their cloud security strategy.

How to Add to Your Local Context

Install the Plugin

claude plugin install financial-analysis@financial-services-plugins

Add Industry Frameworks

Edit skills/competitive-analysis/SKILL.md:

## Firm-Specific Frameworks
- For TMT coverage, always include TAM/SAM/SOM sizing
- For healthcare, include regulatory landscape section
- Use our standard 2x2 matrix format (axes: scale vs. growth)

Set Design Standards

## Our Design Standards
- Use firm template (see /ppt-template skill)
- Navy (#1F4E79) for primary, gray (#808080) for secondary
- All charts include "Source: [Provider], as of [Date]" footnote

Common Pitfalls

These are the most frequent mistakes in competitive analysis:

Confusing competitors with comparables — A comp for valuation purposes may not be an actual competitor. Google and Meta are comps (both are digital ad companies) but they compete in different ways.
Stale market data — Market size and share estimates change rapidly. Always cite the date and source, and prefer estimates from the last 12 months.
Missing emerging threats — Focusing only on current large competitors misses the startup or adjacent player that could disrupt the market in 3-5 years.
Qualitative without quantitative — “Strong brand” is not analysis. “Brand awareness of 92% vs. competitor average of 65% (McKinsey 2024)” is analysis.
Ignoring industry structure — A company’s competitive position matters less than the structural attractiveness of the industry. A great company in a terrible industry will struggle.

Overview

Financial Analysis

Equity Research

Investment Banking

Private Equity

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LSEG

S&P Global

Competitive Analysis Skill

Competitive Analysis Skill

What is Competitive Analysis?

Detailed Worked Example

Why It Matters

Key Concepts

How It Works

Phase 1: Scope the Analysis

Phase 2: Outline and Approve

Analysis Workflow

Design Standards

Source Quality Hierarchy

Common Mistakes

Daily Workflow

Practice Exercise

How to Add to Your Local Context

Common Pitfalls

​Competitive Analysis Skill

​What is Competitive Analysis?

​Detailed Worked Example

​Why It Matters

​Key Concepts

​How It Works

​Phase 1: Scope the Analysis

​Phase 2: Outline and Approve

​Analysis Workflow

​Design Standards

​Source Quality Hierarchy

​Common Mistakes

​Daily Workflow

​Practice Exercise

​How to Add to Your Local Context

​Common Pitfalls

Competitive Analysis Skill

What is Competitive Analysis?

Detailed Worked Example

Why It Matters

Key Concepts

How It Works

Phase 1: Scope the Analysis

Phase 2: Outline and Approve

Analysis Workflow

Design Standards

Source Quality Hierarchy

Common Mistakes

Daily Workflow

Practice Exercise

How to Add to Your Local Context

Common Pitfalls