Unraveling the Complex Realities of Valuations

By Michael D. Rubin, CEO & Founder · Updated September 2026 · 748 words

A valuation combines calculation and judgment: the calculation produces a reliable earnings figure and a range of multiples from comparable deals, and the judgment places the company within that range based on risks and strengths no formula captures. Understanding which part is which helps an owner see where the value can actually be influenced.

The calculation is where accuracy matters. The judgment is where evidence matters. Both can be prepared for, and owners who prepare for both give buyers fewer reasons to argue the price down. This article walks through each part and the factors that most often move a company up or down within its range.

The calculated part

The starting point is normalized earnings, usually adjusted EBITDA: earnings before interest, taxes, depreciation and amortization, restated to remove owner-specific and one-time items. Then come the reference points. Comparable transactions show what buyers have paid for similar private companies. A discounted cash flow analysis checks whether a price makes sense given realistic forecasts. The value of the assets sets a floor.

For profitable companies with $3 million to $100 million in revenue, MDR & Associates sees prices most often at three to seven times adjusted EBITDA. That range is wide on purpose. The calculation tells you the band; it does not tell you where in the band your company belongs.

The judgment: placing the company in the range

Judgment turns qualitative features into a position within the range. The features that carry the most weight include:

None of these factors has a fixed price. A valuer weighs each one against the others and against what buyers in your industry currently care about most, which is why the same weakness can matter a great deal in one sector and very little in another.

• Ownership structure. Employee ownership, several partners with different goals, or minority holders whose consent is needed can make a company harder to sell.
• Breadth of products and services. A company that depends on one offering carries more risk than one with several.
• Breadth of customers. Revenue spread across many accounts is valued above revenue concentrated in a few.
• Supply resilience. A single critical supplier, or a long supply chain that has been disrupted before, raises questions about margins and delivery.
• Exposure to technology change. Whether new tools or new ways of buying threaten the company's products, or make it stronger.

Technology change deserves a closer look

Obsolescence is not only a concern for technology companies. A distributor may face manufacturers selling direct to its customers. A manufacturer may compete with rivals whose automation lowers their costs. A service company may see customers expect online booking, live tracking and instant quotes. Buyers now routinely ask how software and automation affect both demand for your products and your own costs.

The same trend can work in your favor. A company that has already adopted scheduling, routing, estimating or inventory software, and can show better margins or faster response because of it, presents a buyer with an operation ready to scale. Document what you have adopted and what it changed.

Ownership structure affects how easily a company sells

A company partly or wholly owned through an employee stock ownership plan (ESOP) needs its trustee and plan rules satisfied in any sale, which reduces the number of practical buyers and adds time. Several partners with different goals, family shareholders who are not active in the business, or an outdated buy-sell agreement can create similar friction. Buyers price that friction, and sometimes walk away from it. Settling ownership questions with your attorney before going to market removes a reason for a buyer to hesitate.

Making the judgment work for you

Every qualitative claim you make about your company is stronger with evidence: customer lists showing breadth, supplier agreements showing alternatives, results showing what a technology investment delivered. Distributors, for example, can show inventory turns, supplier diversity and online ordering volumes, which our distribution work puts at the center of their marketing. Our answer on the best valuation method for a lower-middle-market company explains how the calculated and judged parts fit together in practice.

How MDR & Associates approaches it

In a free, confidential discovery meeting we review three years of financials, identify the judgments that will matter most to buyers of a company like yours, and give you an opinion of value as a low-to-high range with the reasoning behind it. When a formal written report is required, our business valuation service provides one separately. To start the conversation, contact us.

Where this fitsBusiness valuation in Texas →

Questions owners ask next

Can I influence the judgment part of my valuation?

Yes, more than the calculated part. You cannot change past earnings, but you can reduce concentration, add a second supplier, settle ownership questions and document your strengths. Each gives a buyer a reason to place the company higher in its range.

Will buyers ask about artificial intelligence and automation?

Many will, in some form. They want to know whether new tools threaten demand for what you sell and whether you are using them to lower costs or serve customers faster. A clear, honest answer, with examples of tools you already use, is better than none.