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Modern Growth Checklist

Quick definition: A modern growth checklist provides a systematic framework for evaluating whether a business exhibits the characteristics of a sustainable, profitable growth enterprise worthy of long-term investment.

Key Takeaways​

  • Systematic evaluation frameworks reduce emotion-driven mistakes and enforce discipline in growth stock selection
  • The strongest growth businesses demonstrate excellence across multiple dimensions: compelling unit economics, defensible competitive advantages, capable management, and expanding addressable markets
  • No single metric disqualifies a business; rather, weaker dimensions must be offset by unusual strength elsewhere
  • Growth investors benefit from establishing personal checklists reflecting their convictions and risk tolerance rather than blindly applying generic frameworks
  • The checklist evolves as market conditions change; businesses passing in 2021 might fail in 2024 and vice versa

The Growth Investing Evaluation Framework​

Market Opportunity and TAM Expansion​

Large addressable market: Does the business operate in a market with $10+ billion annual spending, or can the TAM expand through new geographies or use cases? Smaller markets limit growth ceiling.

TAM expansion potential: Beyond current market position, can the company expand into adjacent geographies, customer segments, or use cases? Single-market, single-product businesses face growth saturation.

Secular tailwinds: Is the business benefiting from long-term category growth trends (digital transformation, cloud adoption, artificial intelligence) or swimming against secular headwinds (print media, internal combustion engines)?

Example: A software company targeting $5 billion TAM in a single geography but with plans to expand to 50+ countries globally and adjacent product categories presents strong TAM expansion opportunity. A business in a $50 billion market but losing to superior competitors faces headwinds.

Unit Economics and Path to Profitability​

Positive gross margins: Does the business demonstrate gross margins above 40%? Lower gross margins suggest commoditized product or inefficient cost structure.

Improving unit economics: Are customer acquisition costs declining or remaining stable as the company scales? Are customer lifetime values improving? Deteriorating unit economics signal marketing efficiency challenges.

Clear path to profitability: Does management articulate a credible path to operating profitability within 3-5 years? Open-ended burn is a red flag.

Cash generation trajectory: Is the company approaching cash flow breakeven and cash generation? Indefinite cash burn is unsustainable.

Example: A SaaS company with 75% gross margins, CAC payback of 15 months, and 5-year net retention rate of 150% displays excellent unit economics. A company with 30% gross margins, CAC payback of 36 months, and declining net retention displays deteriorating economics.

Competitive Positioning and Moats​

Defensible competitive advantage: What prevents competitors from replicating the business? Network effects? Switching costs? Proprietary technology? Brand? None? Businesses lacking clear moats face intense competitive pressure.

Documented customer wins and retention: Are customers actively expanding usage (expansion revenue)? Are customer retention rates above 90% annually? Is the sales pipeline growing? Early-stage businesses often underestimate churn.

Relative valuation to competitive set: How does the company's valuation multiple compare to direct competitors? Significant premium pricing demands superior execution and competitive positioning.

Market share evolution: Is the company gaining share against competitors or losing share? Early-stage momentum is encouraging; decelerating share gains despite continued growth is concerning.

Example: A payments company with proprietary technology, 95% customer retention, expanding revenue per customer, and 15% market share in a 30% share leader market displays defensible positioning and room for growth. A company with commoditized product, declining net retention, losing share to better-capitalized competitors faces structural headwinds.

Management Quality and Capital Allocation​

Founder/CEO alignment: Do founders maintain meaningful ownership stakes (10%+) and continued involvement? Are they reinvesting proceeds from secondary offerings or diversifying out? Founder alignment signals confidence.

Track record in this business: Has the CEO successfully scaled prior businesses or is this their first scaling attempt? Prior success increases confidence in execution.

Capital allocation discipline: Has management deployed capital wisely? Are acquisitions accretive? Does the company avoid destruction-of-value spending? Does the balance sheet remain healthy?

Communication clarity: Does management communicate strategy and progress transparently? Do they acknowledge risks or only highlight opportunity? Clear, honest communication builds confidence.

Example: A CEO with two successful prior exits, 15% ownership, disciplined capital allocation, and honest communication about competitive threats builds confidence. A founder with this being their first major company, diluted ownership, and history of ill-advised acquisitions raises concerns.

Financial Health and Capital Structure​

Balance sheet strength: Does the company have $2+ years of cash burn in reserve, or are they dependent on capital markets? Weak balance sheets create forced fundraising risk.

Debt and leverage: Is debt minimal or material? Highly levered growth companies are fragile during downturns.

Capital efficiency: Does the company require disproportionate capital to achieve growth? Software and digital platforms with capital-light models are preferable to hardware or infrastructure businesses.

Stock dilution: Has share count remained stable or inflated through generous option grants and acquisitions? Dilution reduces per-share value even as absolute value grows.

Example: A company with 4 years of cash, zero debt, and declining share count displays financial health. A company burning 50% of cash annually with elevated debt load faces refinancing risk.

Valuation and Margin of Safety​

Growth-adjusted valuation: Apply price-to-growth (P/G) ratio: valuation multiple divided by growth rate. A 50x earnings multiple on a 40% grower has P/G of 1.25x; reasonable. On a 10% grower, P/G of 5x; expensive.

Rule of 40 score: Does growth rate plus operating margin exceed 40? Higher scores indicate better quality.

Price to TAM expansion opportunity: Estimate the company's valuation if it captures 10-20% of its TAM in 5-7 years. Is current valuation a reasonable price for that outcome? Discounted value relative to this opportunity is attractive.

Historical context: How does current valuation compare to historical levels? Elevated valuations from 2021 peaks create risk; valuations below prior levels create opportunity.

Example: A 35% grower trading at 8x revenue with 15% operating margins scores Rule of 40 of 50 and P/G of 0.23x. Attractive. A 20% grower at 20x revenue with 5% margins scores 25 and P/G of 1.0x. Expensive.

A Sample Decision Framework​

Evaluate across the above dimensions and score 1-5:

Market Opportunity:        4/5  (Large TAM, good expansion potential)
Unit Economics:            5/5  (Excellent margins and CAC efficiency)
Competitive Positioning:   4/5  (Strong moat, high retention)
Management Quality:        4/5  (Experienced CEO, founder alignment)
Financial Health:          5/5  (Strong balance sheet)
Valuation:                 3/5  (Fair given growth, but not cheap)
---
Average Score:             4.3/5

An average score of 4+ indicates high-quality growth investment. 3-3.5 indicates quality but higher risk. Below 3 indicates meaningful risks offsetting growth opportunity.

Common Decision Patterns​

5 across the board: Exceptionally rare. Amazon in 2015 or Netflix in 2010 might qualify. Buy all available capital if you find this.

4-4.5 average: High-quality businesses with sustainable moats, approaching profitability. Core portfolio holdings.

3.5-4.0 average: Quality businesses with execution risks or valuation concerns. Position sizing should account for risk.

3.0-3.5 average: Interesting opportunities but with meaningful flaws. Requires thesis confidence to justify position.

Below 3.0: Avoid or position very small. Risk/reward doesn't warrant allocation.

The Evolving Checklist​

The specific weightings and thresholds in your checklist should evolve as market conditions change. In 2020-2021, investors could overlook negative unit economics; the capital environment supported cash burn. In 2023-2024, profitability and positive free cash flow became non-negotiable.

Sophisticated investors periodically revisit their checklists, analyzing which factors predicted good outcomes and which proved misleading. If you find that your Rule of 40 threshold was too lenient or that specific founder characteristics predict better outcomes than others, update accordingly.

Your personal growth checklist is a living document, refined through experience and market cycles.

Next​

Continue exploring valuation frameworks in Why Traditional Valuation Breaks Down for High-Growth Stocks.