We Do Not Know Who Our Best Customers Are
in Logistics & Supply Chain

The short answer

Best does not mean highest revenue per loaded mile. It means the accounts that reduce deadhead, stabilise driver retention, and improve operating ratio. What makes this harder for logistics and freight companies is structural: dedicated freight dilutes margin and is also the only thing that fixes driver turnover. Any credible answer therefore has to hold revenue per loaded mile and driver turnover in the same view, which is exactly where most internal analysis stops because the two live in different systems.

Most operators can name their highest revenue per mile accounts and very few can name their best, because best requires combining three things that usually live in different systems: what each account contributes to loaded miles, what it costs in deadhead and driver time, and how long the contract or lane stays.

The results are consistently surprising. The highest revenue per mile accounts are frequently mid-ranked once driver turnover and deadhead percentage are included; the best segment is often one nobody targeted deliberately, discovered by accident and never systematised.

This matters because it decides everything downstream. Who to target for dedicated versus spot, what lanes to protect or expand, where to set rates, and what commitments to make to drivers. Getting it wrong means optimising the entire operation around the wrong mix of loads and contracts.

How to tell this is actually your problem

These three together are the signature. One on its own usually points somewhere else.

✓ Best customer means highest revenue per loaded mile in COO or CFO conversation
✓ Driver turnover and deadhead percentage are not broken out by customer or contract type
✓ The ideal customer profile was written from the largest dedicated accounts rather than from the full base

The move that usually makes it worse. Defining the ideal customer from the largest accounts by revenue, which selects for the ones that demand dedicated fleets and rate concessions rather than the best economics on operating ratio.

Who this is for — and who it is not

It is for you if you run or finance a freight company and best customer means largest by revenue in internal conversation. It is the situation where the numbers are available but nobody has put them in an order that produces a decision.

It is not for you if Percision is the wrong tool if you already know the answer and only need execution capacity, or if the business is pre-revenue — then the constraint is evidence about the market, not analysis of your own figures. Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library. Also wrong if you need facilitation, politics, or someone to sit with a lender or buyer. Those are human jobs.

Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library.

What this looks like when the analysis is actually run

Below is an excerpt from a real run of this analysis on a freight company. It is a sample profile rather than a customer, and it is unedited engine output — this is the format you get, on your own numbers.

The subject is Ridgeway Freight Systems, a sample company profile used for testing rather than a customer — $240M revenue, 900 drivers.

This is one move out of a full analysis. Read a complete report — every page, no email required.

What the engine does with this question

This question routes to Customer Value Architecture, one of 29 engagements the platform runs. For logistics and freight companies it works through revenue per loaded mile, driver turnover, deadhead percentage and operating ratio, then produces the sequence rather than a list of options — which move first, what it funds, and the observation that would say the sequence is wrong.

You watch the analysis get built before paying anything. Read a complete report here if you would rather see the depth first.

Questions people ask about this

How do I identify my most profitable customers?

Combine contribution, acquisition cost and retention at the segment level. Any one of the three alone produces a ranking that is confidently wrong.

What if my best customers are a small segment?

That is usually good news — it is a targeting instruction. The relevant question is whether the segment is large enough to support your growth plan, which is answerable.

Should I fire unprofitable customers?

Reprice first; some become profitable and the rest leave with the decision made for you. Firing directly is faster and costs you the information about which were repriceable.

Is this different in logistics & supply chain than in other industries?

Materially, yes. Dedicated freight dilutes margin and is also the only thing that fixes driver turnover — which changes both the diagnosis and the order of the fixes. The metrics that decide it here are revenue per loaded mile, driver turnover, deadhead percentage, and an answer built on industry-general benchmarks will usually point at the wrong one first.

What data do I need before this analysis is worth running for a freight company?

Less than most people expect. Your last twelve months of revenue and cost split the way you already split it, plus whatever you hold on revenue per loaded mile and driver turnover. The analysis is explicit about what it is assuming where your data stops, which is more useful than waiting for numbers you may never have.

When is Percision the wrong tool?

Percision is the wrong tool if you already know the answer and only need execution capacity, or if the business is pre-revenue — then the constraint is evidence about the market, not analysis of your own figures. Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library. Also wrong if you need facilitation, politics, or someone to sit with a lender or buyer. Those are human jobs.

Does Percision replace a lawyer, tax advisor, auditor, or AI implementation team?

Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library.