A buyer is using a standard industry multiple, but our business has double the operating margin of our peers due to our EOS-driven operating efficiency. How do we use regression-based valuation modeling or market approaches to prove our multiple should be higher?

Question

Tyler Smith · Accepted Answer

Buyers love to apply a flat, historical industry multiple because it commoditizes your business and keeps their acquisition costs low. However, if your leadership team has executed your V/TO and streamlined operations to produce industry-leading margins, you should not be valued like an average peer.

To force a higher valuation, move away from subjective discussions and use a quantitative, regression-based model. This methodology utilizes a comprehensive dataset of comparable transactions to show how specific financial metrics, such as operating margin, EBITDA growth rate, and capital efficiency, correlate to enterprise value.

By plotting peer data on a regression curve, you can demonstrate mathematically that companies with your margin profile command a premium multiple. For example, if the industry average EBITDA margin is ten percent and yours is twenty percent, the regression model will show that your multiple should be two turns higher than the standard baseline.

Present this data-driven analysis during negotiations as an objective market reality under standard valuation frameworks. Do not just talk about your operational efficiency; prove how your high margins translate directly to lower risk and higher cash flow predictability for the buyer. This moves the negotiation from a subjective debate to a rigorous, mathematical defense of your premium multiple.