Three Patterns That Predict Whether a Deal Closes at the LOI Price
After running enough processes, three patterns surface that predict whether a deal will close at the LOI price. These are not exotic signals. They are observable in the first thirty days of any engagement.
We tracked 127 lower-middle-market transactions over eighteen months (https://dx.doi.org/10.2139/ssrn.6735844). The deals that closed at or near the LOI price shared the same three traits. The deals that compressed shared the absence of those traits. The pattern was consistent across buyer lanes.
Pattern one: the founder can articulate which buyer lane the business is structurally prepared for, and why.
When you ask a founder "which buyer is this business built for," the answers fall into two camps. The first camp says "whoever pays the most." That answer correlates strongly with post-LOI compression. The second camp says something specific: "We are built for a PE rollup that wants regional density, because our top-five customers are concentrated in three counties and our operational model is replicable." That answer correlates with closing at or near the LOI price.
The difference is not vocabulary. The difference is whether the founder has done the work to understand how their business actually underwrites under each lane's model. The founders who have done that work picked their preparation deliberately. The founders who have not done that work prepared for the wrong things.
Pattern two: the founder owns the working capital peg conversation before the buyer raises it.
In our dataset, working capital adjustments showed up in 54 percent of transactions, with a median downward impact of $340K. Every founder who closed at or near the LOI price had calculated the working capital peg themselves, documented the methodology, and brought it to the buyer rather than waiting for the buyer to bring it to them. Every founder who got compressed by working capital had assumed the buyer would handle it.
That difference (owning the peg conversation versus reacting to it) is the cleanest leading indicator I have found for whether a deal will close strong.
Pattern three: the founder has separated from the operating dependencies before going to market.
Buyer underwriting tests for key-person dependency in three places: customer relationships, vendor relationships, and operational decision rights. The founders who close at or near the LOI price have transitioned the day-to-day relationships and decisions to the team below them. The founders who get compressed are still the person every customer calls and every vendor expects.
The transition takes nine to eighteen months, depending on how embedded the founder is. It cannot be faked. The buyer's diligence team can detect the gap between "documented" and "actually transferred" within the first two weeks of management interviews.
These three patterns are not the only things that matter. But when all three are present, the deal closes at or near the LOI price in our data more than 80 percent of the time. When any one is absent, compression risk climbs sharply. When all three are absent, the LOI is essentially a starting bid.
The work that produces these patterns is not glamorous. It is not heroic. It is the detailed, structural preparation that most founders postpone until it is too late.
The advisors who consistently close strong are the ones who push founders to do this work eighteen months before the process starts. The advisors who let founders go to market without the work are the ones whose deals compress.
The patterns are visible. The work is knowable. The question is whether the founder will do it.