Gergely Orosz: After the Failure of 'Fake GitHub Stars', 'Fake ARR' Has Become the Mainstream Fraud Trend in Startup Financing
Software engineering and technology industry observer Gergely Orosz pointed out on his personal platform that the tech industry has "far surpassed the era of fake GitHub stars", and now "fake ARR (fake Annual Recurring Revenue)" has become a more common and covert form of fraud in the venture capital cycle. He stated that such practices have persisted for at least six months before "suitable VC money is pocketed", with many startups artificially inflating their ARR through exaggerated contracts, non-commercial subscriptions, and "pseudo-customers" to achieve higher valuations in funding rounds. Orosz emphasized that these companies will eventually fail, and the venture capitalists making incorrect judgments will lose capital, which he believes is the "cost of inadequate due diligence".
Several professionals and auditing firms in the English tech circle have previously disclosed that some startups use methods such as "reversible contracts", "one-time bulk prepayments disguised as subscriptions", and "related-party transactions extending recognition periods" to make ARR metrics appear more attractive before and after financing. This practice is particularly common among SaaS and AI platform companies, but often exposes issues in revenue quality checks, customer retention, and Net Revenue Retention (NDR) rates.
Source: Public Information
ABAB AI Insight
从“假星星到假ARR”，本质是资本对“可度量指标”的博弈在升级。GitHub星星是第一代“技术信用符号”，而ARR是当前资本对“企业健康度”的核心判断锚点。一旦资本主要依赖ARR等单一指标做估值决策，创业者就不得不把“ARR工程化”：不是通过可持续产品增长，而是通过财务与合同结构人为制造“数字跃迁”。这种结构上的错位，反映出现代VC评价体系对“硬数字过度敏感、对质量极度迟钝”的制度缺陷。
从结构上看，这揭示了“风险投资‑初创会计”耦合的脆弱性。在高估值周期中，VC急于填写基金回报需求，初创渴望二级交易与流动性，双方共同默许“高ARR低质量”结构的存在，直到周期拐点时，系统才会通过对虚假 ARR 进行“集体清算”。在即将到来的“硬核盈利周期”中，ARR将不再被当作“唯一神祇”，留存率、毛利、现金流与合同真实性会被重新定价，那些依靠“ARR魔术”而非“真实经济结构”的企业将被系统性淘汰。
长期趋势上，这种“假ARR”现象反映了科技资本的“信用枯竭期”——当真实的增长不足，数字信用被用来填充估值缺口。Orosz的批评，正是对资本结构发出的一次制度警报：若VC不能重建对“真实收入结构”的审计能力，而继续依赖“ARR表面指标”，整个创新体系将会被数字泡沫反复冲刷，而非被真实产品价值推动。这既是初创失信，也是资本懒惰的合谋，最终需要通过大规模失败来纠正。