Analyzing Business Quality

Analyzing Business Quality

When to use this skill

• When the user asks whether a company is high quality over long horizons.
• When valuation depends on durability of margins and returns.
• When comparing multiple companies beyond headline growth rates.

Workflow

1. Plan

• Define evaluation dimensions: moat, pricing power, reinvestment runway, balance-sheet resilience, governance.
• Set analysis horizon (for example, 5-10 years).

2. Validate

• Check that claims are grounded in filings, transcripts, or normalized financials.
• Check that time horizon and industry context are explicit.

3. Execute

• Score each dimension with evidence.
• Provide both supportive and contradictory signals.
• Conclude with confidence level and disconfirming triggers.

Instructions

• Use evidence-first reasoning; no narrative-only conclusions.
• Separate structural advantages from cyclical tailwinds.
• Explicitly analyze capital allocation:
  • Reinvestment quality
  • Buybacks vs dilution
  • Debt usage discipline
• Include governance red flags if present:
  • Aggressive adjustments
  • Frequent guidance misses
  • Related-party concerns

Quality checklist

• Moat evidence identified
• Unit economics and margin durability reviewed
• ROIC or return proxy trend reviewed
• Balance sheet resilience reviewed
• Governance quality reviewed
• Bear case included

Output template

## Business Quality Assessment: <Company>

### Dimension Scores (1-5)
- Moat durability: <score> | Evidence: <...>
- Pricing power: <score> | Evidence: <...>
- Capital allocation: <score> | Evidence: <...>
- Balance sheet resilience: <score> | Evidence: <...>
- Governance quality: <score> | Evidence: <...>

### Bull Case
- <point 1>

### Bear Case
- <point 1>

### Disconfirming Signals to Monitor
- <trigger 1>

### Overall Quality View
- Rating: <High/Medium/Low>
- Confidence: <High/Medium/Low>

Error handling

• If evidence is insufficient, downgrade confidence and request missing sources.
• If recent data contradicts older thesis, prioritize newer evidence and explain.
• If management narrative conflicts with financial reality, present both and mark conflict.

Resources

• parsing-sec-filings
• normalizing-financial-statements