Our regional competitors are selling for five times EBITDA, but we have built a custom AI dispatch system that keeps our utilization rate twenty percent higher than the industry average. How do we use the Ankura quantitative valuation framework to prove we deserve an eight times multiple instead of being lumped in with local comps?

Question

Tyler Smith · Accepted Answer

Standard local market comps are backward-looking and heavily biased toward average, low-tech businesses. To break out of your local multiple ceiling, you must use the Ankura quantitative valuation framework. This model replaces subjective multiple adjustments with data-driven regression analysis, benchmarking your operating metrics against larger, high-performing entities.

Start by isolating your utilization and efficiency data. Use your weekly EOS scorecard history to show that your high utilization rate is a predictable, repeatable result of your proprietary workflow automation, not a temporary spike.

Next, use the Ankura methodology to pull financial data from a comprehensive dataset of publicly traded and highly automated service businesses. Run a regression analysis that demonstrates how enterprise value multiples correlate with utilization rates, operational scalability, and capital efficiency.

By showing that your proprietary tech stack produces financial metrics that match tech-enabled national players rather than local lifestyle businesses, you build a defensible, objective case for a multiple premium. You are no longer asking for a higher price based on gut feel; you are presenting a quantitative reality that proves your business model delivers superior, lower-risk cash flows.