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An institutional framework for scoring revenue quality in digital asset transactions.

Research · Research

Quality of Revenue Framework

An institutional framework for scoring revenue quality in digital asset transactions.

Joash BoytonFounder & Managing Director
Published
Reading time
3 min read

01 · Research

Executive Summary

Not all revenue is created equal. In digital M&A, buyers pay a significant premium for revenue that is stable, predictable, and defensible. "Quality of Revenue" (QoR) is the measure of this predictability. A high QoR score can increase a company's valuation by 20-50%, while a low score can render it unacquirable. This framework provides a 100-point model for assessing revenue quality across seven critical dimensions.

02 · Research

Quality of Revenue Scorecard

CategoryWeightingKey MetricsWhat "Good" Looks Like
Revenue Stability25 ptsRecurring vs. transactional mix, contract duration, churn/retention rate.High % of contracted recurring revenue (>80%), annual contracts, Net Revenue Retention > 100%.
Customer Concentration15 ptsRevenue % from top 3 clients, reliance on single platforms or channels.No single client represents >10% of revenue. Diversified customer acquisition channels.
Traffic Quality15 ptsOrganic vs. paid traffic, SEO keyword concentration, direct traffic ratio.High proportion of organic and direct traffic (>70%), diversified keyword rankings.
Retention & Engagement15 ptsNet Revenue Retention (NRR), cohort behavior, DAU/MAU ratios, session duration.Stable or improving cohort retention curves, high user engagement metrics relative to sector.
Regulatory Exposure10 ptsLicensing requirements, jurisdictional risk, data privacy compliance (GDPR, CCPA).Operations in stable jurisdictions with clear regulatory frameworks, fully documented compliance.
Platform Risk10 ptsDependency on Google, Meta, Apple App Store, or other major platforms for traffic or distribution.Low dependency on any single platform, direct relationship with customers.
Operational Scalability10 ptsLevel of automation, founder reliance, documentation of processes.Low founder reliance, well-documented SOPs, automated core processes.

03 · Research

What Buyers Discount

Low scores in key areas can lead to significant valuation discounts:

  • High Customer Concentration15-30% discount, as the business is perceived as fragile.
  • Poor Traffic Quality10-25% discount, due to the high cost and volatility of paid acquisition.
  • High Founder Reliance10-20% discount, reflecting the risk of a difficult post-acquisition handover.

About the analyst

Joash Boyton

Joash Boyton

Founder and Managing Director, Acquiry · Melbourne, Australia · Global coverage

Joash Boyton is the Founder and Managing Director of Acquiry, a specialist M&A advisory firm focused on the acquisition and sale of businesses. He executes buy-side and sell-side mandates from USD $1M to $500M across technology, SaaS, fintech, payments, gaming, blockchain and emerging verticals, and is not limited to them. Any sector, any market.