qualitative-valuation

businessjoellewis

Assess business quality, competitive positioning, and sustainability of value creation beyond financial models. Use when the user asks about economic moats, competitive advantages, Porter's Five Forces, management quality, ESG integration, or business model analysis. Also trigger when users mention 'does this company have a moat', 'switching costs', 'network effects', 'brand value', 'management track record', 'capital allocation', 'insider ownership', 'red flags', or ask whether a company's adva

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npx skills add https://github.com/joellewis/finance_skills --skill qualitative-valuation

SKILL.md

---name: qualitative-valuationdescription: Assess business quality, competitive positioning, and sustainability of value creation beyond financial models. Use when the user asks about economic moats, competitive advantages, Porter's Five Forces, management quality, ESG integration, or business model analysis. Also trigger when users mention 'does this company have a moat', 'switching costs', 'network effects', 'brand value', 'management track record', 'capital allocation', 'insider ownership', 'red flags', or ask whether a company's advantage is durable.---

Qualitative Valuation

Core Concepts

Economic Moats (Morningstar Framework)

An economic moat is a structural advantage that protects a company's profits from competition. Five sources:

Network Effects: the product becomes more valuable as more people use it (payment networks, marketplaces)
Switching Costs: customers face significant cost, effort, or risk in moving to a competitor (enterprise software, banking relationships)
Intangible Assets: brands, patents, licenses, or regulatory approvals competitors cannot replicate; brands must confer pricing power to qualify
Cost Advantages: structural cost advantages from process technology, scale, location, or unique resources
Efficient Scale: a market that supports only a few players, where new entry would drive returns below the cost of capital (utilities, pipelines, railroads)

Moat Width

Wide moat (20+ years): multiple reinforcing moat sources, each backed by hard evidence
Narrow moat (10+ years): at least one evidenced moat source with moderate durability
No moat: commodity business with no structural advantage; competes on price

A moat claim is only as strong as its evidence. Do not award moat sources based on narrative — use the rubric below.

Evidence Rubric: What Qualifies a Qualitative Claim

Anchor every claim in observable results, with retention and realized pricing as the strongest evidence:

Claim	Qualifying evidence	Disqualifying signs
Pricing power	Realized price increases at or above inflation with stable volumes and retention; gross margin held or expanded through input-cost cycles	Price increases followed by churn spikes; persistent discounting to hold share
Switching costs	Gross retention >90% (>95% for enterprise) or net revenue retention >100%; multi-year contracts; implementations measured in quarters; deep data/workflow integration	High churn; month-to-month terms; easy data export and low migration cost
Network effects	Unit economics measurably improve with scale (take rates, engagement, liquidity per user); winner-take-most share dynamics	User growth without any engagement, pricing, or cost benefit
Brand (intangible asset)	Sustained price premium over comparable products for years	Awareness without a premium; growth dependent on promotional spend
Cost advantage	Margins persistently above peers, traceable to scale, process, or resource access	One-off cost cuts; margin gap explained by product mix
Management quality	Multi-year ROIC > WACC; buybacks executed below subsequent intrinsic value; acquisitions that met stated return targets	Serial dilutive M&A; buybacks concentrated at price peaks; recurring guidance misses

Mapping Findings to Valuation Inputs

Translate qualitative conclusions into explicit adjustments to discount rate, fade period, or terminal assumptions in quantitative valuation. These ranges are judgment calibrations, not formulas — document the specific evidence behind each adjustment:

Finding	Calibrated adjustment
Wide-moat evidence (2+ reinforcing, retention-backed sources)	Discount rate -0.5 to -1.0pp, or terminal multiple +1-2 turns, or extend the above-WACC return fade to 15-20 years
Narrow moat (one evidenced source)	Fade above-WACC returns over ~10 years; no discount-rate change
No moat	Fade returns to WACC by terminal year; terminal growth at or below inflation
Confirmed pricing power	Hold or modestly expand forecast margins; resist mean-reverting them prematurely
Governance red flags (see checklist)	Discount rate +0.5 to +1.5pp, haircut management guidance, or walk away
Material unmitigated ESG/regulatory exposure	Discount rate +0.5 to +1.5pp, or (often more transparent) probability-weight an impaired-earnings scenario
Key-person or succession risk	Discount rate +0.25 to +0.75pp

If combined adjustments exceed roughly 2pp on the discount rate in either direction, the qualitative overlay is driving the valuation — re-examine the base-case cash flow assumptions instead of stacking adjustments.

Qualitative Red Flags Checklist

Any single flag warrants deeper investigation before relying on a valuation model:

Aggressive accounting: revenue recognition changes, newly capitalized expenses, non-GAAP adjustments that always exceed GAAP. Check: trend in the non-GAAP-to-GAAP gap over 3+ years.
Related-party transactions: deals with insider-controlled entities that may not be at arm's length. Check: proxy statement and footnote disclosures.
Excessive M&A: serial acquisitions that obscure weak organic growth and add integration risk. Check: organic growth disclosed vs reported growth.
High management turnover: frequent CFO or auditor changes signal potential problems. Check: 8-K filings for departures and stated reasons.
Divergent cash flow and earnings: net income growing while operating cash flow stagnates. Check: accruals (net income minus OCF) as a share of assets over time.

Worked Examples

Example 1: Moat Assessment — Enterprise Software Company

Given:

Cloud-based ERP platform with 95% gross retention, 120% net revenue retention
Average customer implementation takes 12-18 months
Data integration with customer systems creates deep embedding
No network effects; moderate brand value; costs in line with peers

Assess: Moat sources and width, using the evidence rubric

Solution:

Switching Costs — STRONG (qualifies): 95% gross retention and 120% net revenue retention clear the rubric thresholds, and 12-18 month implementations with deep data integration explain why. The 120% net retention also evidences realized pricing power: existing customers are paying more each year without offsetting churn.
Network Effects — ABSENT: an ERP system does not become more valuable to one customer because another adopts it.
Intangible Assets — DOES NOT QUALIFY: the brand is recognized but confers no measurable price premium over peers.
Cost Advantages — ABSENT: cost structure in line with competitors.
Efficient Scale — ABSENT: the market supports multiple competitors.

Assessment: Narrow-to-wide moat. One moat source, but with unusually strong retention evidence; durability 15-20+ years barring a technology shift. Valuation-input mapping: extend the above-WACC return fade toward 15-20 years and hold forecast margins, but skip the full wide-moat discount-rate reduction because there is no second reinforcing source.

Example 2: Governance and Regulatory Risk — Discount Rate Calibration

Given: Base cost of equity 9.0%. The company operates in a high-carbon industry with no transition plan; pending carbon-tax legislation could reduce EBIT by 15%. Governance is strong: independent board, aligned compensation, no red flags.

Calibrate: Adjusted cost of equity