{"generatedAt":"2026-06-07T19:17:24.514Z","methodologyPath":"/methodology/index.html","version":"0.3.0","title":"FounderRank methodology","status":"experimental","scale":"0-100","weights":{"traction":30,"efficiency":18,"durability":16,"reach":14,"jobs":12,"proof":10},"inputs":["revenueRunRate","monthlyGrowth","customerCount","fundingRaised","employeeCount","markets","foundedYear","companiesBuilt","activeCompanies","exits","publicProof","sourceConfidence"],"normalization":{"monthlyGrowthMultiplier":4,"efficiencyCapitalFloor":250000,"efficiencyRevenueScale":1000000,"efficiencyMax":1000000000,"bootstrapBonus":8,"referenceProfiles":{"enterpriseInfrastructure":{"label":"Enterprise infrastructure","revenueRunRateMax":250000000000,"customerCountMax":2000,"marketsMax":60,"employeeCountMax":100000},"commercePlatform":{"label":"Commerce platform","revenueRunRateMax":50000000000,"customerCountMax":25000000,"marketsMax":200,"employeeCountMax":100000},"consumerMarketplace":{"label":"Consumer marketplace","revenueRunRateMax":50000000000,"customerCountMax":600000000,"marketsMax":220,"employeeCountMax":100000},"fintech":{"label":"Fintech","revenueRunRateMax":50000000000,"customerCountMax":250000000,"marketsMax":60,"employeeCountMax":100000},"productLedSoftware":{"label":"Product-led software","revenueRunRateMax":25000000000,"customerCountMax":300000000,"marketsMax":200,"employeeCountMax":50000},"growthSoftware":{"label":"Growth software","revenueRunRateMax":5000000000,"customerCountMax":1000000,"marketsMax":80,"employeeCountMax":20000},"default":{"label":"Default company","revenueRunRateMax":1000000000,"customerCountMax":1000000,"marketsMax":40,"employeeCountMax":10000}},"durability":{"operatingYearsMax":40,"companiesBuiltMax":5,"activeCompaniesMax":3,"exitsMax":3,"operatingYearsWeight":70,"companiesBuiltWeight":5,"activeCompaniesWeight":15,"exitsWeight":10}},"componentSignals":[{"key":"traction","label":"Traction","weight":30,"description":"Measures commercial pull through revenue run rate, segment-adjusted customer base, monthly growth, and market count.","inputs":["revenueRunRate","customerCount","monthlyGrowth","markets"],"formula":"42% revenue run rate, 25% customer proof normalized against the founder's market segment, 18% monthly growth, 15% market count."},{"key":"efficiency","label":"Efficiency","weight":18,"description":"Rewards revenue generated per dollar of outside capital, with a bootstrap bonus when funding raised is zero.","inputs":["revenueRunRate","fundingRaised"],"formula":"Log-normalized revenue divided by funding raised plus a capital floor, then plus a smaller bootstrap bonus when applicable."},{"key":"durability","label":"Durability","weight":16,"description":"Credits operating history, repeat-company building, active companies, and exits without letting age alone automatically max the component.","inputs":["foundedYear","companiesBuilt","activeCompanies","exits"],"formula":"70% log-normalized operating history, 5% companies built, 15% active-company continuity, 10% exits."},{"key":"reach","label":"Reach","weight":14,"description":"Combines market footprint with current growth to estimate geographic and demand reach.","inputs":["markets","monthlyGrowth"],"formula":"78% normalized market count and 22% normalized monthly growth."},{"key":"jobs","label":"Jobs","weight":12,"description":"Measures employment footprint with market-segment log normalization.","inputs":["employeeCount"],"formula":"Log-normalized employee count against the founder's market segment reference point."},{"key":"proof","label":"Proof","weight":10,"description":"Combines public proof with source confidence so high-performing founders still need evidence quality.","inputs":["publicProof","sourceConfidence"],"formula":"72% public proof and 28% source confidence."}],"evidence":{"verificationStatus":["demo","claimed","crawled","verified","disputed"],"sourceTypes":["founder-submitted","company-site","public-registry","funding-database","knowledge-graph","press","audit"],"confidenceScale":"0-1 per source, 0-100 publicProof","minimumPromotionEvidence":"At least two evidence sources, two independent source types, company evidence, traction evidence, and 65% average source confidence."},"rankingEligibility":{"publicRankFeed":["verified","crawled"],"fallbackOnly":["demo"],"shadowOnly":["claimed"],"excluded":["disputed"]},"calibrationNotes":["Public ranks include the scored canonical and crawled dataset while the ranking model is being calibrated.","Evidence status is shown as context and contributes through the proof component, but it does not block public rank inclusion.","Demo records are only used as a local fallback when no canonical or crawled dataset is available.","Reference points are segment-specific so enterprise, marketplace, infrastructure, and product-led businesses are not compared against one raw customer or employee cap.","Equal total scores share the same displayed rank and use deterministic ordering only for display stability."]}