CompanyGraph
Use to find companies where this pattern is active.
Three industry-benchmarked observations co-occur: median 5-year ROA and operating margin sit at the upper end of the industry peer range, gross margin is elevated, and return on equity is elevated. The configuration describes peer-relative profitability persistence, not a specific competitive mechanism.
State
Multi-year industry-benchmarked ROA + opMargin composite elevated, gross margin elevated, and ROE elevated
Emergence
Three industry-benchmarked observations co-occur. The 5-year ROA + operating-margin composite is at the upper end of the industry peer range — meaning median ROA and operating margin have remained at industry-upper levels across five years. The gross-profit-margin ratio is in its industry-benchmarked elevated range. Return on equity is in its industry-benchmarked elevated range. The configuration describes a present-state of multi-year peer-relative profitability stability alongside elevated current-year margin and equity returns. It does not measure or predict any specific competitive mechanism (network effects, switching costs, scale, regulatory protection).
Limits
Conventional 'moat' or 'barrier-to-entry' framing extrapolates from past margin/return persistence to future durability — none of these observations support that extrapolation. The composite reads multi-year medians, which can mask deteriorating trajectory inside the window. Industry-benchmarked readings describe relative position; 'elevated' means high relative to peers, not absolute. Past margin persistence has not historically been a reliable predictor of forward margin persistence; high returns attract competition.
Explanation
Each observation is an independent industry-benchmarked reading: Multi-Year ROA and Operating-Margin Composite fires when median ROA and operating margin both remain at the upper end of the industry peer range across the 5-year window. The 'barrier to entry' label is conventional vocabulary; the formula does not measure scale advantages, network effects, switching costs, or regulatory protection — only sustained peer-relative ROA and margin. Gross-Profit Margin (Industry-Benchmarked) is gross profit / revenue, scaled against the stock's industry. The reading is point-in-time. Return on Equity (Industry-Benchmarked) is net income / equity, scaled against the stock's industry. ROE is sensitive to capital structure. The three together describe a present-state of multi-year peer-relative profitability alongside elevated current-year margin and equity returns. They do not predict durability.
Interpretation
This interpretation identifies competitive characteristics, not moat permanence. It does not predict how long advantages will last, identify specific threats, or guarantee future returns. Even strong competitive positions can be disrupted by technology or market changes.
Required Observations
Industry Benchmarked Roa Margin Composite
5-year median returns and margin stability, benchmarked against industry peers
Ratio Cross Roe
Specific cross-statement ratio benchmarked against industry (which ratio depends on the instance)
Ratio Income Gross Profit
Specific income-statement ratio benchmarked against industry (which ratio depends on the instance)