SEC Business Description Analysis

Extract and summarize business descriptions and competitive landscape from SEC filings for public companies using the Octagon MCP server.

Prerequisites

Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.

Workflow

1. Identify Analysis Parameters

Determine the following before querying:

Ticker: Stock symbol (e.g., AAPL, MSFT, GOOGL)
Focus Area (optional): Business model, competition, strategy
Comparison (optional): Prior years, competitors

2. Execute Query via Octagon MCP

Use the octagon-agent tool with a natural language prompt:

Extract and summarize the business description and competitive landscape from <TICKER>'s latest 10-K filing.

MCP Call Format:

{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Extract and summarize the business description and competitive landscape from GOOGL's latest 10-K filing."
  }
}

3. Expected Output

The agent returns structured business analysis including:

Business Structure:

Primary segments: Google Services, Google Cloud
Other Bets: Early-stage ventures
Core mission and strategic focus

Competitive Landscape:

Key competitive sectors
Competitive strengths (innovation, brand, AI investments)
Market positioning

Data Sources: octagon-sec-agent

4. Interpret Results

See references/interpreting-results.md for guidance on:

Understanding business model components
Evaluating competitive positioning
Analyzing strategic priorities
Comparing across competitors

Example Queries

Full Business Analysis:

Extract and summarize the business description and competitive landscape from GOOGL's latest 10-K filing.

Segment Focus:

Describe the business segments and their revenue contribution for AMZN from the latest 10-K.

Competitive Analysis:

What does MSFT identify as its key competitive advantages in the cloud computing market?

Strategic Priorities:

Extract the strategic priorities and growth initiatives from AAPL's latest 10-K business description.

Market Position:

How does META describe its competitive position in the social media and advertising markets?

Year-over-Year Comparison:

Compare the business description section between TSLA's 2024 and 2023 10-K filings.

Item 1 Components

Business Overview

Section	Content
General	Company history, structure, mission
Products & Services	Offerings, features, capabilities
Segments	Business unit descriptions
Revenue Model	How the company generates revenue
Customers	Target markets, key customers

Industry & Competition

Section	Content
Industry Background	Market size, trends, dynamics
Competitive Landscape	Key competitors, market position
Competitive Factors	Basis of competition
Barriers to Entry	Moats and advantages
Market Share	Position in key markets

Operations

Section	Content
Manufacturing	Production capabilities, facilities
Supply Chain	Sourcing, distribution, logistics
Intellectual Property	Patents, trademarks, trade secrets
R&D	Research focus, innovation pipeline
Employees	Workforce composition, culture

Regulatory Environment

Section	Content
Regulations	Industry-specific requirements
Compliance	Regulatory obligations
Licenses	Required permits, approvals
Environmental	Sustainability, emissions

Competitive Analysis Framework

Porter's Five Forces

Force	What to Look For
Rivalry	Number/strength of competitors, industry growth
New Entrants	Barriers to entry, capital requirements
Substitutes	Alternative products/services
Buyer Power	Customer concentration, switching costs
Supplier Power	Input dependencies, alternatives

Competitive Advantages

Type	Examples
Cost Leadership	Scale economies, operational efficiency
Differentiation	Brand, technology, quality
Network Effects	Platform value increases with users
Switching Costs	Customer lock-in, integration depth
Intangibles	Patents, regulatory licenses, data

Competitive Dynamics

Factor	Strong Position	Weak Position
Market Share	Leading or growing	Small or declining
Brand	Recognized, trusted	Unknown, weak
Technology	Leading edge	Lagging
Scale	Significant	Limited
Pricing Power	Premium pricing	Commodity

Business Model Analysis

Revenue Streams

Type	Characteristics
Product Sales	One-time, inventory-based
Services	Recurring, labor-intensive
Subscription	Recurring, predictable
Advertising	Volume-dependent, cyclical
Licensing	High-margin, IP-based
Transaction Fees	Volume-driven, platform-based

Customer Analysis

Factor	What to Assess
Concentration	Top customer exposure
Diversity	Geographic, industry mix
Retention	Churn rates, loyalty
Acquisition	Cost, channels, efficiency
Lifetime Value	Revenue per customer over time

Value Chain Position

Position	Characteristics
Upstream	Raw materials, components
Midstream	Manufacturing, processing
Downstream	Distribution, retail
Platform	Connecting multiple parties
Integrated	Multiple value chain positions

Strategic Analysis

Growth Strategies

Strategy	What to Look For
Organic Growth	New products, market expansion
M&A	Acquisitions, partnerships
Geographic	International expansion
Diversification	New markets, verticals
Innovation	R&D investment, patents

Strategic Priorities

Track management emphasis on:

Core business - Defending/growing base
New initiatives - Emerging opportunities
Efficiency - Cost reduction, optimization
Capital allocation - Investment priorities
Talent - Workforce development

Inflection Points

Signal	Interpretation
New segment created	Major strategic shift
Segment eliminated	Exit or consolidation
Acquisition integration	Growth through M&A
Geographic emphasis	Expansion priorities
Technology investment	Innovation focus

Comparing Business Descriptions

Year-over-Year Changes

Track evolution in:

Segment descriptions - Expanding/contracting focus
Product emphasis - Shifting priorities
Competitive language - Changing market view
Strategic messaging - Evolving priorities
Risk awareness - Emerging concerns

Peer Comparisons

Compare across competitors:

Dimension	Your Company	Peer A	Peer B
Primary Focus
Key Differentiator
Growth Strategy
Competitive Claim

Analysis Tips

Read between the lines: What's emphasized and what's minimized reveals priorities.
Track changes: Year-over-year differences show strategic evolution.
Compare to peers: Industry context reveals differentiation claims.
Verify claims: Cross-reference with financials and external data.
Note specificity: Concrete details vs. vague language indicates confidence.
Watch for omissions: Missing topics may signal concerns.

Use Cases

Investment research: Understand business model and competitive position
Due diligence: Comprehensive company assessment
Competitive intelligence: Compare positioning across industry
Strategy analysis: Evaluate management's strategic direction
Industry research: Map competitive landscape

sec-business-desc-analysis