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ARR Growth Metric: Its use in Venture Capital and the Circular Startup Ecosystem

Janek Ratnatunga

Management Accounting Frontiers2025https://doi.org/10.52153/oaj1023223article
ABDC C
Weight
0.50

What the paper says

The rapid growth metrics reported by VC-backed AI startups, particularly in Silicon Valley, have raised questions about the reliability of their Annual Recurring Revenue (ARR) figures. Exemplified by startups like Midjourney and ElevenLabs, which reported significant ARR growth within short periods, these figures prompt scrutiny regarding their accuracy and impact on investor interest and company valuations. ARR, a crucial metric for subscription-based businesses, is calculated by annualizing monthly recurring revenue. It reflects a company's revenue predictability and has traditionally been a key indicator for valuing SaaS companies. However, in the context of AI startups, the suitability of ARR as a metric is questioned due to the unpredictable nature of AI-driven business models, which often rely on token usage and speculative revenue claims. The article explores how creative accounting practices have emerged in the reporting of ARR, driven by the intense pressure on AI startups to demonstrate rapid revenue growth. This has led to the inclusion of non-recurring revenue sources and speculative contracts in ARR calculations, raising concerns about the integrity of these figures and their influence on valuations. The ARR growth metric is heavily used in the Circular Startup Ecosystem, characterised by the fluid exchange of talent, technology, and capital. This ecosystem fosters innovation, risk mitigation, and market expansion but also contributes to the insular nature of startup valuations and metric manipulation. The article highlights a broader industry shift, with venture capitalists re-evaluating the emphasis on ARR and exploring new metrics to assess AI businesses. As geopolitical tensions and macroeconomic uncertainties shape venture capital priorities, the focus is shifting towards profitability, retention, and daily active usage. This evolution underscores the need for smarter investment strategies and the potential risks for those who continue to rely on inflated ARR figures in an equity-driven boom.

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https://doi.org/https://doi.org/10.52153/oaj1023223

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@article{janek2025,
  title        = {{ARR Growth Metric: Its use in Venture Capital and the Circular Startup Ecosystem}},
  author       = {Janek Ratnatunga},
  journal      = {Management Accounting Frontiers},
  year         = {2025},
  doi          = {https://doi.org/https://doi.org/10.52153/oaj1023223},
}

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Evidence weight

0.50

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.50 × 0.4 = 0.20
M · momentum0.50 × 0.15 = 0.07
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

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