The buyer is using our industry's historical average transaction multiples to value us, but we have significantly higher gross margins due to our AI automation. How do we use the Market Approach to justify a custom peer group and a higher multiple?

Question

Tyler Smith · Accepted Answer

When a buyer uses industry historical average transaction multiples that don't reflect your business's unique advantages, it's crucial to challenge their peer selection. Under the Market Approach of IVS 105 (International Valuation Standards), a comparable peer group must demonstrate similar financial and operational risk profiles, not just generic industry classifications.

Justifying a Custom Peer Group

To successfully justify a custom peer group, you need to present robust quantitative and qualitative evidence. This approach helps the buyer understand why your company deserves to be benchmarked against a different set of businesses.

Quantitative Analysis

Present a regression-based analysis that compares your operational metrics to those of automated, tech-enabled firms across related sectors. This analysis should highlight key differences and show alignment with more valuable comparables.

Focus on demonstrating how your key performance indicators (KPIs) align with technology-driven businesses, rather than asset-heavy, traditional firms. Key metrics to emphasize include:

• Gross margins: Your significantly higher gross margins due to AI automation.
• Revenue per employee: This metric showcases your efficiency and ability to generate more revenue with fewer human resources, a hallmark of [AI-powered operations](/qa/ai-assisted-sales-follow-up-process).
• Free cash flow conversion rates: High conversion rates indicate strong financial health and operational efficiency.

This data will clearly illustrate that your financial performance is closer to that of technologically advanced companies, warranting a different valuation multiple. For more insights on what drives valuation, consider understanding [what moves business valuation multiples](/qa/what-moves-business-valuation-multiples).

Qualitative Support: Your EOS Framework

Support your quantitative data with a deep dive into your operational framework, such as the Entrepreneurial Operating System (EOS). This demonstrates that your higher margins are structural and sustainable, not a temporary anomaly.

Walk the buyer through specific aspects of your operations:

• Accountability Chart: Explain how your organizational structure leverages automation.
• Automated Workflows: Show how your AI-driven processes replace manual headcount, contributing directly to higher margins. This is particularly relevant when considering [mapping AI agents on your Accountability Chart](/qa/mapping-ai-agents-on-accountability-chart).

By showcasing how your operational rigor and AI integration drive superior financial performance, you establish a strong case for a custom, more appropriate peer group.

Achieving a Premium Multiple

By compelling the buyer to use a custom peer group that accurately reflects your true operational efficiency and technological advancements, you can justify a premium multiple. Do not allow the buyer to use outdated industry averages to discount the significant digital infrastructure and competitive advantage you have built. If the buyer is relying strictly on a market multiple approach, but your business model has much higher margin stability, you may need to [force an income-based valuation into the negotiation](/qa/income-vs-market-valuation-approaches).