Quality of Freight Diligence for Trucking M&A
Validate the freight network behind the EBITDA.
FreightMath helps investment bankers, private equity sponsors, lenders, and strategic buyers understand whether a trucking company's earnings are supported by a durable, profitable, and scalable freight network, or whether margin is being carried by fragile lanes, unusual market conditions, customer concentration, or one-time pricing advantages.
Quality of Earnings explains what the company earned. Quality of Freight explains whether the freight can keep earning it.
The Core Idea
“Quality of Earnings validates the numbers. Quality of Freight validates the network that produces them.”
Who It's For
Built for transaction diligence.
FreightMath supports buy-side diligence, sell-side preparation, lender diligence, and strategic acquisition screening. We analyze every load, segment, lane, customer, equipment class, rate, and network flow to identify the commercial and operational factors that can change valuation, negotiating leverage, and post-close value creation plans.
Buy-Side Diligence
Independent freight network diligence for private-equity sponsors and strategic buyers. Validate (or invalidate) management’s freight narrative before the LOI hardens, and price the deal against real network durability.
Sell-Side Preparation
Position the freight network the way a sophisticated buyer will diligence it. Score the book, retire the weak lanes, and give the banker exhibits and management-question responses that hold up to committee scrutiny.
Lender Diligence
Independent view of earnings durability, customer concentration, and freight-at-risk for senior lenders and mezzanine investors. Underwrite the network behind the projections, not just the projections.
Strategic Acquisition Screening
Screen targets against your existing network before you sign. Our Network Overlay runs a mixed integer linear optimization engine over the combined freight, surfacing the accretive margin only the merger unlocks: empty miles eliminated, broker freight replaced, and backhauls that become viable only under combined density.
Explore the Network Overlay→Definition
What we mean by Quality of Freight.
Quality of Freight is the durability of a carrier's freight mix. It measures whether revenue and margin are supported by the right customers, lanes, rates, density, equipment fit, seasonality, service requirements, and network balance. A carrier can have strong historical EBITDA and still have poor freight quality if the network depends on low-repeat lanes, thin backhauls, volatile spot exposure, concentrated customers, or freight that becomes less attractive once market conditions normalize.
Diligence Stance
How we approach every scope.
Two commitments shape every FreightMath diligence engagement, the underwriting lens we bring to the operating data before a single question is asked.
First facts are typically wrong.
The freight story management tells, top customer stable, top lanes profitable, backhauls under control, rarely survives load-level scrutiny. We rebuild the picture from the target's own operating data so diligence starts from the operating truth, not the pitch narrative. Assume every headline number needs to be re-derived; often it needs to be replaced.
EBITDA is not EBT, depreciation is real.
Trucking is capital-intensive by definition. Tractors and trailers wear out; the fleet has to be continuously replenished. Depreciation never goes away, and if it appears to, maintenance, downtime, and service failures grow to take its place. A book that looks strong at EBITDA can look very different at EBT once continuous equipment replenishment is underwritten. We surface where reported margin is being subsidized by an aging asset base, and where it isn't.
Diligence Framework
Questions we help answer.
The commercial and operational questions that determine valuation, negotiating leverage, and the first 100-day plan, answered from the target's own load-level data, not from industry averages.
Durable earnings & margin
Repeatable freight, network-aware profitability
Is EBITDA supported by repeatable freight that would survive a rate reversion, and which customers and lanes actually generate durable margin once imbalance, repositioning, seasonality, and service requirements are applied? Not gross margin. Real, network-aware margin from freight that lasts.
Concentration risk
Customer, geography, industry, lane, equipment
How concentrated is the network by customer, geography, industry, lane, or equipment type? Where is the top-5 customer loss survivable, and where is it a covenant event?
Quality drift
Growing revenue, deteriorating mix
Where is revenue growing but freight quality deteriorating? The clean top line that hides an eroding book. We surface the mix shift a P&L can’t see.
Network-hostile lanes
Deadhead, backhaul, equipment fit
Which lanes look profitable in aggregate but weaken the network once deadhead, backhaul quality, and equipment fit are considered? Lanes that pay well yet cost more than they pay.
Post-Acquisition Runbook
Value creation plan with optional quarterly check-ins
What changes should a buyer underwrite after close? Re-price, exit, integrate, or grow, with the freight identified line by line, not by anecdote. Optional quarterly check-ins and reviews keep the runbook honest against the load-level data long after the LOI hardens.
Live Diligence Tools
The economics of the target network, modeled live.
A live look at two of the workbenches inside a FreightMath diligence engagement: an interactive proforma of the target company's economics, and a network overlay of the buyer and target freight footprints. In a real engagement these are built from the target's own load-level data, every line traceable to a lane, a customer, and a GL account.
Interactive Pro Forma
Target × Acquirer, model the combined P&L in real time.
Adjust fleet, rate per mile, utilization, cost per mile, and synergy assumptions. The combined operating ratio, synergy value, and operating income accretion recompute instantly. The same math that drives our diligence memos.
Network Overlay
Two freight networks. One optimization engine. The accretive network only the merger unlocks.
A mixed integer linear optimization engine runs over the combined freight of both carriers, solving for the network that emerges only when the two are put together. Lanes are the story, not locations: which flows lose empty miles, which broker-covered freight comes in-house, which backhauls only pencil under combined density. The accretive freight is quantified in loads, miles, and operating ratio, not adjectives.
Deliverables
What you receive.
A deal-ready Quality of Freight report designed for investment committees, lenders, and transaction advisors. Every exhibit sourced from the target's own load- level data; every finding defensible on a management call.
Freight network quality scorecard
Single-page network grade with the dimensions that move valuation: repeatability, density, imbalance, rate durability, and concentration.
Concentration analysis
Customer, lane, geography, industry, and equipment concentration ranked by revenue and by margin, with covenant, retention, and single-point-of-failure exposure called out.
Normalized lane & customer profitability
Full cost-to-serve margin at load, lane, and customer level, with accessorial recovery, imbalance, and equipment fit applied. The margin the deal actually acquires.
Rate, mix, seasonality & volatility analysis
Contracted vs spot exposure, DAT rate position, seasonal earnings shape, and per-lane rate volatility, so the buyer sees which margin is structural vs cyclical.
Network balance diagnostics
Headhaul / backhaul ratio, deadhead concentration, and density scoring, the operating fabric that determines whether the network can absorb growth without margin decay.
Freight-at-risk & margin-at-risk
The load, lane, and customer cohorts most likely to churn, re-price, or turn negative under normalized market conditions, quantified in dollars, not adjectives.
Commercial diligence questions for management
A pre-built management questions list grounded in the data findings, so the diligence conversation starts where the operating truth actually lives.
Post-close value creation opportunities
Re-price, lane exit, RFP surgical strike, network overlay, and non-asset conversion opportunities sized in dollars, the raw material of a 100-day plan.
Banker-ready exhibits
Investment-committee-ready exhibits for CIM support, buyer diligence responses, or lender review, sourced from auditable load-level data, not industry averages.
Why It Matters
Why freight network diligence matters.
In trucking, not all revenue is equal. Two carriers with similar revenue, EBITDA, and fleet count can have very different freight quality. One may have dense, repeatable, balanced freight with pricing power. The other may depend on volatile lanes, fragile customer relationships, weak backhauls, or freight that only worked under a temporary rate environment.
Traditional diligence can miss these differences because they live inside the operating data, not just the financial statements. FreightMath turns that operating data into a clear view of network risk, earnings durability, and value creation potential.
Engage
Diligence the network, not just the numbers.
Every trucking transaction turns on the durability of the freight underneath it. Bring FreightMath in early, before the LOI hardens, before the CIM goes out, or before the credit memo lands. We'll tell you what the freight really is.