competitor-analysis · diff
git:20260619.944b979 to git:20260924.b016647
21 added, 1 removed. Audit B to B.
---
description: Deep competitive moat analysis, market position assessment, and industry dynamics
---
# Competitor Analysis
## ⚠️ Data Verification — Do This Before Any Analysis
Before running any analysis, always retrieve the latest market data for the ticker:
1. **Fetch current price** — use web search or ask the user for the live price, 52-week range, and market cap. Never assume a price from training data.
2. **Confirm key figures** — recent earnings, revenue, key ratios (P/E, P/S, etc.) as applicable to this skill.
- 3. **State your data source** — note where the numbers came from (e.g., "Google Finance, June 19 2026") at the top of the output.
+ 3. **State your data source** — fill in the `Data & Sources` header (next section) so the origin, as-of date, retrieval path, and confidence of every figure are explicit at the top of the output.
4. **Flag stale data explicitly** — if live data is unavailable, display this warning before proceeding:
> ⚠️ **Live data unavailable.** The following analysis uses training-data estimates which may be significantly out of date. Verify all prices and metrics before making any decisions.
Never silently substitute training-data estimates for current prices. When in doubt, ask the user to paste the latest quote.
---
+ ## 📋 Data & Sources Header — Open Every Output With It
+
+ The first thing in the output is this provenance block, filled in — never left as placeholders. It is the standard documented on the [Data & Accuracy](https://yennanliu.github.io/InvestSkill/data-and-accuracy.html) page and the first thing `result-validator` looks for:
+
+ ```
+ Data & Sources
+ As of: <date the figures represent, e.g. 2026-06-30>
+ Source: <primary docs — SEC EDGAR 10-K/10-Q, company IR, FRED, exchange data …>
+ Retrieval: <pasted by user | web/tool retrieval | model memory>
+ Confidence: <HIGH | MEDIUM | LOW>
+ ```
+
+ - `Retrieval: model memory` must be paired with `Confidence: LOW` — memory is a placeholder until confirmed against a primary source.
+ - Mixed sources: list each with its own as-of date rather than blending them.
+ - Data the user pasted is reported as `pasted by user`; do not upgrade its confidence beyond what the user's own source supports.
+
+ ---
+
Conduct deep competitive moat analysis to assess whether a company has a durable competitive advantage, how wide that moat is, and what the competitive dynamics of its industry mean for long-term investment returns.
## Overview
Competitive analysis answers the fundamental question: **"Does this company have a durable competitive advantage, and how wide is its moat?"** This directly determines the appropriate valuation premium or discount vs. the sector.
A company with a wide, widening moat deserves a premium P/E and P/FCF multiple because its excess returns on capital are durable. A company with no moat, or a narrowing moat, should trade at or below sector multiples regardless of near-term earnings momentum. Understanding the moat is the single most important determinant of a stock's long-term investment return — more important than any individual quarterly earnings figure.
This skill provides a structured, repeatable framework for moat identification, industry attractiveness scoring, competitive benchmarking, and innovation positioning. Output feeds directly into `/dcf-valuation` (to set appropriate WACC and terminal growth rate) and `/fundamental-analysis` (to contextualize ROIC and margin trends).
---
## 1. Moat Identification Framework
### Five Sources of Economic Moat (Morningstar Framework)
**1. Network Effects**
Value increases with each additional user or participant in the platform or network.
- Examples: Visa, Mastercard (payment networks), Meta (social graph), Airbnb (marketplace), Microsoft 365 (collaboration network)
- Test: Does adding users benefit existing users? Does the network become more valuable as it scales?
- Signs of network effects: Organic user growth with low CAC, high retention as network grows, winner-take-most dynamics
**2. Cost Advantages**
Structural ability to produce goods or services at lower cost than competitors.
- Sources: Scale advantages (fixed cost leverage), process innovation (proprietary manufacturing), geographic advantage (proximity to inputs), unique asset access (mining rights, owned infrastructure)
- Examples: Costco (buying scale + lean operations), Amazon (logistics scale), Nucor (mini-mill process innovation)
- Test: Can competitors replicate this cost structure at competitive cost? What would it cost to build?
**3. Intangible Assets**
Brands, patents, regulatory licenses, or proprietary data that competitors cannot easily copy.
- Brand: Can the company charge a premium price based on brand perception alone? (Apple, LVMH, Coca-Cola)
- Patents: How many years of exclusivity remain? Is the IP portfolio broad or narrow?
- Regulatory licenses: Are licenses scarce, non-transferable, or expensive to obtain? (broadcast licenses, pharmaceutical approvals, financial licenses)
- Proprietary data: Is the data asset self-reinforcing and competitively irreplicable?
- Test: Can the company charge premium prices, or does the intangible give exclusive market access?
**4. Switching Costs**
High cost — financial, operational, or psychological — for customers to change providers.
- Financial switching costs: Contractual lock-in, migration costs, retraining costs
- Operational switching costs: Deep workflow integration, data portability limitations
- Psychological switching costs: Brand loyalty, habit formation, trust
- Examples: Oracle (ERP deeply embedded in operations), Salesforce (CRM data and workflow integration), Adobe (creative suite skill investment)
- Test: What % of customers have churned in the last 3 years? How long is the average customer tenure?
**5. Efficient Scale**
Company operates in a market that can profitably support only one or a few competitors, creating natural oligopoly or monopoly dynamics.
- Examples: Waste Management (regional landfills), utility companies, specialty chemicals with natural regional monopolies
- Test: Would a new entrant earn below-cost returns given the existing market structure? Is the total addressable market too small to profitably split further?
### Moat Width Assessment
```
Moat Width Definition ROIC Signal
──────────────────────────────────────────────────────────────────────
Wide Moat Clear, sustainable advantage 20+ years ROIC consistently and
Structural barriers that are durable significantly > WACC
Premium P/E valuation appropriate
Narrow Moat Some advantages, 10–20 year durability ROIC modestly > WACC
Barriers exist but can be overcome Slight premium warranted
with sufficient capital or time
No Moat No sustainable competitive advantage ROIC ≈ WACC or below
Commodity-like pricing dynamics In-line sector valuation
New entrants can replicate economics
Moat at Risk Previously existing moat is eroding ROIC declining toward
Structural disruption underway or below WACC
Discount valuation warranted
```
**Moat Trend** (most important forward-looking question):
- **Widening**: Competitive advantages are strengthening, market share is growing, ROIC is increasing
- **Stable**: Moat is intact but not materially widening; returns on capital are consistent
- **Narrowing**: Competitive pressure, disruption, or commoditization is compressing the moat
---
## 2. Porter's Five Forces Deep Analysis
### Force 1: Competitive Rivalry (Intensity within industry)
How intensely do existing competitors compete for market share?
- Number and size distribution of competitors (fragmented vs. concentrated)
- Industry growth rate (slow-growth industries intensify rivalry; fast-growing markets reduce it)
- Product differentiation level (commodity products = intense price competition)
- Exit barriers (high exit barriers trap capacity in the market, intensifying rivalry)
- Fixed cost intensity (high fixed costs create pressure to fill capacity at any price)
**Rivalry Intensity**: Low / Moderate / High / Extreme
### Force 2: Threat of New Entrants
How easily can new competitors enter the market?
- Capital requirements for market entry (low capital = easier entry)
- Economies of scale advantages for incumbents
- Network effect barriers (winner-take-most dynamics deter entry)
- Regulatory and licensing barriers (FDA approvals, financial licenses, environmental permits)
- Brand and customer loyalty barriers (how long would it take to build credibility?)
- Access to distribution channels
- Incumbent cost advantages independent of scale (patents, proprietary processes)
**Entry Threat**: Low / Moderate / High
### Force 3: Bargaining Power of Suppliers
How much leverage do input suppliers have over the company?
- Supplier concentration vs. buyer concentration (few suppliers, many buyers = high supplier power)
- Uniqueness and criticality of the supplied product or service
- Cost of switching suppliers (sole-source vs. multi-source supply chains)
- Supplier forward integration threat (can suppliers bypass the company and sell direct?)
- Importance of the company to the supplier's revenue (are you a large or small customer?)
**Supplier Power**: Low / Moderate / High
### Force 4: Bargaining Power of Buyers (Customers)
How much leverage do customers have to negotiate price or terms?
- Customer concentration (what % of revenue comes from the top 10 customers?)
- Price sensitivity of customers (is the purchase a major budget item or negligible?)
- Switching costs for customers (low switching costs = high buyer power)
- Buyer backward integration threat (can customers build this capability in-house?)
- Availability of information (informed buyers negotiate better)
- Volume buying leverage (large customers extract better terms)
**Buyer Power**: Low / Moderate / High
### Force 5: Threat of Substitutes
What alternatives exist outside the direct competitive set?
- Availability of substitute products or services (different product, same customer job-to-be-done)
- Price-performance improvement rate of substitutes (is the substitute improving faster than the incumbent?)
- Customer propensity to substitute (how much switching actually happens?)
- Relative price of substitutes (cheap substitute + acceptable quality = high threat)
- Example: Streaming vs. cable TV; cloud computing vs. on-premise hardware; electric vehicles vs. internal combustion
**Substitute Threat**: Low / Moderate / High
### Five Forces Summary Score
Score each force 1–5, where 5 = most favorable for the company being analyzed:
```
Force Score (1-5) Assessment
─────────────────────────────────────────────────────────────────
Competitive Rivalry [1-5] [description of key dynamics]
New Entrant Threat [1-5] [key barriers or lack thereof]
Supplier Power [1-5] [key supplier dynamics]
Buyer Power [1-5] [customer concentration, switching costs]
Substitute Threat [1-5] [main substitutes and their threat level]
─────────────────────────────────────────────────────────────────
Industry Attractiveness Score: [X.X / 5]
Score Interpretation:
4.5–5.0 Extremely attractive industry (structural advantages strong)
3.5–4.4 Attractive industry (mostly favorable dynamics)
2.5–3.4 Average industry (mixed dynamics)
1.5–2.4 Unattractive industry (structural headwinds)
1.0–1.4 Highly unattractive (commodity, intense competition, low returns)
```
---
## 3. Market Share Analysis
Understand whether the company is gaining, maintaining, or losing ground in its market:
- **Current market share %** and 3-year trend (gaining / stable / losing)
- **Market share concentration** (Herfindahl-Hirschman Index — HHI — of the industry)
- HHI > 2,500: Highly concentrated (oligopoly/monopoly dynamics)
- HHI 1,500–2,500: Moderately concentrated
- HHI < 1,500: Fragmented (competitive)
- **Market share growth mechanics**: Organic capture vs. M&A-driven share; price-led vs. volume-led
- **Geographic market share variations**: May be dominant in home market, subscale internationally, or vice versa
- **Segment market share**: Company may have commanding share in a high-value niche while being subscale in commodity segments
- **Share gain velocity**: Rate of change matters as much as absolute level. A company gaining 0.5% share annually in a large market is a powerful signal.
---
## 4. Competitive Benchmarking
Compare the company vs. its top 3–5 direct competitors across key financial and operational metrics:
```
Metric [Company] [Comp 1] [Comp 2] [Comp 3] Industry Avg
───────────────────────────────────────────────────────────────────────────────────
Revenue Growth (3yr) [%] [%] [%] [%] [%]
Gross Margin [%] [%] [%] [%] [%]
Operating Margin [%] [%] [%] [%] [%]
Net Margin [%] [%] [%] [%] [%]
ROIC [%] [%] [%] [%] [%]
ROE [%] [%] [%] [%] [%]
Revenue per Employee [$k] [$k] [$k] [$k] [$k]
Customer Retention [%] [%] [%] [%] [%]
R&D as % Revenue [%] [%] [%] [%] [%]
Gross Profit per $R&D [ratio] [ratio] [ratio] [ratio] [ratio]
NPS Score [score] [score] [score] [score] [score]
Market Share % [%] [%] [%] [%] —
```
**Interpretation**: Highlight where the company leads, lags, or matches the peer set. ROIC > industry average consistently = moat evidence. Gross margin premium = pricing power or cost advantage. Higher revenue per employee = efficiency advantage.
---
## 5. Innovation & Disruption Assessment
Evaluate whether the company is positioned as a disruptor or a potential target of disruption:
- **R&D investment level and productivity**:
- R&D as % of revenue (spending level)
- Patents filed per $1M R&D (output efficiency)
- Time-to-market for new product launches vs. peers
- **Product roadmap visibility**: Does management articulate a clear multi-year innovation roadmap with specific milestones?
- **Technology platform assessment**: Is the core technology platform modern (cloud-native, API-first, modular) or legacy (monolithic, on-premise, technical debt-laden)?
- **Disruption positioning**: Is this company the disruptor or the disrupted?
- Disruptor indicators: Taking share from incumbents, serving underserved segments, improving price-performance faster than industry
- Disrupted indicators: Losing share to newer platforms, customers migrating to substitutes, pricing power declining
- **Adjacent market opportunities**: What is the total addressable market (TAM) expansion potential? Can the moat extend into adjacent categories?
- **AI/software/platform disruption threat**: Is the industry undergoing a platform shift that could rapidly alter competitive dynamics? (e.g., AI replacing workflow software, direct-to-consumer bypass of distributors)
---
## 6. Management Quality in Competitive Context
Assess whether management is executing effectively in the competitive environment:
- **Capital allocation track record**: Has management invested capital at returns above WACC? What is the M&A track record (value-creative or value-destructive)?
- **Competitive response speed**: How quickly does management respond to competitive threats? (pricing changes, product updates, strategic pivots)
- **Innovation culture indicators**: Employee Glassdoor ratings vs. competitors; pace of product launches; engineering talent density (LinkedIn data); Blind/levels.fyi compensation vs. peers
- **CEO competitive vision**: How does the CEO discuss competition in earnings calls? Dismissive, realistic, or strategically insightful?
- **Track record vs. stated strategy**: Has management delivered on prior competitive strategy commitments? Or does strategy change frequently without execution?
---
## 7. Pricing Power Analysis
Quantify the company's ability to raise prices without losing customers:
- **Premium vs. discount pricing**: Does the company price above, at, or below competitors? What is the quantified price premium?
- **Price increase history**: Has the company raised prices in the last 5 years? Did volume decline, remain stable, or grow despite price increases? (volume stability after price increases = strong pricing power)
- **Customer willingness-to-pay research**: NPS scores, customer satisfaction surveys, retention data, and churn analysis provide indirect evidence of willingness to pay
- **Gross margin expansion/compression trend**: Expanding gross margins while growing revenue = pricing power. Compressing gross margins under competitive pressure = pricing power erosion.
- **Price elasticity indicators**: For consumer businesses, track promotional intensity. Excessive discounting = inability to hold price. For B2B, track deal cycle length and discount rates.
---
## 8. Moat Score Composite
```
Moat Scorecard:
Component Weight Score (0-10) Notes
──────────────────────────────────────────────────────────────────────
Moat Source Strength 25% [0-10] [which of 5 sources are present]
Moat Durability (years) 20% [0-10] [wide/narrow/none, estimated longevity]
Competitive Position 20% [0-10] [gaining/stable/losing vs. peers]
Industry Attractiveness 15% [0-10] [Five Forces score converted to 0-10]
Pricing Power 10% [0-10] [premium pricing, margin trend]
Innovation Positioning 10% [0-10] [disruptor/neutral/disrupted]
──────────────────────────────────────────────────────────────────────
Composite Moat Score: 100% X.X / 10
Moat Assessment:
8–10: Wide Moat (significant valuation premium justified; durable excess returns)
6–8: Narrow Moat (modest premium warranted; monitor for narrowing)
4–6: No Clear Moat (in-line with sector valuation; commodity-like returns)
0–4: Moat at Risk (valuation discount warranted; sell consideration)
```
**Scoring Reference**:
- Moat Source Strength: 9–10 = 3+ strong, reinforcing moat sources; 7–8 = 2 clear sources; 5–6 = 1 credible source; 3–4 = partial/debatable source; 0–2 = no identifiable moat
- Moat Durability: 9–10 = 20+ year visibility; 7–8 = 15+ years; 5–6 = 10 years; 3–4 = 5 years; 0–2 = structural disruption underway
- Industry Attractiveness: Derived from Five Forces score (0–5 scale) × 2 to convert to 0–10
---
## 9. Competitive Intelligence Sources
Use these primary and secondary research sources to build the competitive picture:
**Regulatory and Financial Filings**:
- SEC 10-K "Business" and "Competition" sections — required disclosure of competitive dynamics
- SEC 10-K "Risk Factors" — management's own description of competitive threats
- DEF 14A (proxy statement) — executive compensation tied to competitive metrics
- Competitor 10-K filings — cross-reference to understand industry dynamics
**Management and Qualitative Sources**:
- Earnings call transcripts — frequency and language around competitors signals competitive intensity
- Investor Day presentations — long-term competitive strategy and management conviction
- Glassdoor and LinkedIn — employee satisfaction vs. competitors, talent flow analysis
**Customer and Market Research**:
- G2 / Capterra / TrustRadius — B2B software competitive ratings and reviews
- Yelp / Google Reviews — consumer business competitive positioning
- JD Power — automotive and consumer product competitive rankings
- NPS benchmarks by industry (Bain & Company publishes)
**Technology and Innovation Intelligence**:
- Google Patents / USPTO — patent portfolio analysis and competitive IP positioning
- Job postings analysis (LinkedIn, Indeed) — what skills a company is hiring for signals its strategic direction
- GitHub (for software companies) — open-source activity and developer ecosystem strength
- AlternativeTo / ProductHunt — consumer product competitive landscape mapping
**Industry Research**:
- Gartner Magic Quadrant and Critical Capabilities reports
- Forrester Wave reports
- IDC market share data
- Trade publications specific to the industry vertical
---
## 10. Input Formats
```
# Single company analysis
/competitor-analysis AAPL
# With specific sector context for more targeted analysis
/competitor-analysis MSFT --sector "cloud computing"
# With specified peer group for benchmarking
/competitor-analysis NVDA --peers AMD,INTC,QCOM
# Moat analysis only (faster, focused output)
/competitor-analysis GOOGL --moat-only
# Full analysis with visual output for /report-generator
/competitor-analysis AMZN --visual
```
---
## 11. Visualization Support
When `--visual` flag is used, include chart data tables for report generation:
### Porter's Five Forces Radar Chart
**Chart Type**: Radar/spider chart
```
Force Score (1-5)
Competitive Rivalry [value]
New Entrant Threat [value]
Supplier Power [value]
Buyer Power [value]
Substitute Threat [value]
```
### Competitive Benchmarking Chart
**Chart Type**: Grouped bar chart
```
Metric [Company] [Comp 1] [Comp 2] [Comp 3] Industry Avg
Gross Margin [%] [%] [%] [%] [%]
ROIC [%] [%] [%] [%] [%]
Revenue Growth [%] [%] [%] [%] [%]
```
### Moat Score Components Bar Chart
**Chart Type**: Horizontal bar chart with weighted scores
```
Component Weighted Score
Moat Source Strength [value × 0.25]
Moat Durability [value × 0.20]
Competitive Position [value × 0.20]
Industry Attractiveness [value × 0.15]
Pricing Power [value × 0.10]
Innovation Positioning [value × 0.10]
─────────────────────────────────────
Composite Moat Score: [X.X / 10]
```
---
## Output
Provide a comprehensive competitive analysis report with:
- Executive Summary (moat assessment, competitive position, trend — 3 sentences)
- Moat Identification (sources present, width, trend, durability estimate)
- Porter's Five Forces Analysis with individual force scores and industry attractiveness score
- Market Share Analysis and 3-year trend
- Competitive Benchmarking table vs. top 3–5 peers
- Innovation & Disruption Assessment
- Pricing Power Analysis
- Management Competitive Quality
- Composite Moat Score Card
- Investment Implications (how moat assessment affects valuation, key competitive risks, bull/bear case for competitive position)
### Enhanced Output (with --visual flag)
- All standard sections above
- Porter's Five Forces radar chart data
- Competitive benchmarking grouped bar chart data
- Moat score components horizontal bar chart data
- Chart specifications for HTML report generation via `/report-generator`
## Standard Signal Output
All analysis concludes with this standardized block:
```
## Thesis Invalidation
After delivering the analysis signal, specify what would reverse it:
**If signal is BULLISH — thesis breaks if:**
- Price closes below the MA200 / key support level identified in this analysis on above-average volume
- well-funded competitor enters core market OR key customer (>15% revenue) lost
- Macro regime shift: Fed pivots hawkish unexpectedly, recession probability >60%
**If signal is BEARISH — thesis breaks if:**
- Price closes above key resistance / MA200 level with volume confirmation
- moat-widening acquisition announced OR key competitor files bankruptcy
- Fundamental improvement: surprise earnings beat >20% with guidance raise
**Re-run this analysis when:**
- [ ] Next earnings release
- [ ] Price moves ±15% from current level
- [ ] 60 days have elapsed
- [ ] Material news event (acquisition, leadership change, regulatory decision)
╔══════════════════════════════════════════════╗
║ INVESTMENT SIGNAL ║
╠══════════════════════════════════════════════╣
║ Signal: BULLISH / NEUTRAL / BEARISH ║
║ Confidence: HIGH / MEDIUM / LOW ║
║ Horizon: SHORT / MEDIUM / LONG-TERM ║
║ Score: X.X / 10 ║
╠══════════════════════════════════════════════╣
║ Action: BUY / HOLD / SELL ║
║ Conviction: STRONG / MODERATE / WEAK ║
╚══════════════════════════════════════════════╝
```
Score Guide: 8.0–10.0 Strongly Bullish | 6.0–7.9 Moderately Bullish | 4.0–5.9 Neutral | 2.0–3.9 Moderately Bearish | 0.0–1.9 Strongly Bearish
Confidence: HIGH (strong data, clear signals) | MEDIUM (mixed signals) | LOW (limited data, conflicting signals)
Horizon: SHORT-TERM (1 week–3 months) | MEDIUM-TERM (3 months–1 year) | LONG-TERM (1+ years)
+
+ **Disclaimer:** Educational analysis only. Not financial advice.