The broker is trying to price our tech-enabled logistics business using traditional local transportation multiples, but our margins are twice the industry average. How do we leverage a quantitative, regression-based valuation model using Cap IQ datasets to justify a tech-platform multiple?

Question

Tyler Smith · Accepted Answer

Traditional brokers often rely on lazy, geographic market comparisons that drag your valuation down to the level of low-performing local competitors. If you have built a tech-enabled business that runs on highly automated workflows and yields superior profit margins, you must refuse to be valued like a standard, labor-heavy services firm.

To secure the multiple you deserve, bypass the local comps and demand a quantitative, regression-based valuation model. This approach utilizes massive, high-quality datasets of publicly listed companies from databases like Cap IQ to analyze how specific financial metrics impact enterprise value. By running this statistical analysis, you can isolate key value drivers like your superior operating margin, lower capital expenditure requirements, and scalability.

Present this data-driven analysis to the buyer to demonstrate how your business model performs more like a technology platform than a traditional logistics firm. Show how your proprietary workflows allow you to scale your revenue without a linear increase in headcount, which is a hallmark of high-multiple companies. When you use objective, regression-based data to prove your financial performance aligns with high-multiple tech-enabled peers rather than low-margin local players, you take the subjectivity out of the negotiation and justify a premium enterprise value.