How to read freight data without getting misled

The freight market can pull you in the wrong direction if you let it.

Spot rates climb for a few weeks and it starts to feel like a real recovery. Then they drop and it feels like things are falling apart again.

Carriers who react to every shift without understanding what is driving it tend to make decisions that hurt their bottom line more than the market ever did.

That is what Avery Vise, VP of Trucking at FTR Transportation Intelligence, walked through on a recent episode of Behind the Freight with Todd Waldron and John Howland. The conversation focused on how to read freight data accurately, so you can make better calls without getting faked out by data that looks different than it actually is. 

Listen to the full episode:

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What is the difference between freight data and freight insight?

Seeing numbers and understanding them are two different things. A lot of carriers look at short-term changes in spot rates or load volumes and try to draw conclusions right away. A few strong weeks can feel like the start of a recovery. A single dip can feel like things are collapsing.

Without context, both readings can send you somewhere you do not want to go.

Freight markets move in cycles shaped by seasonality, economic conditions, and capacity shifts. The real advantage comes from stepping back and asking not just what changed, but why it changed and whether that change is likely to hold. Carriers who understand how to read freight demand before it shifts are better equipped to tell a real signal from background noise. 

Why does seasonality affect freight rates more than most carriers expect?

One of the most common mistakes in trucking is underestimating how much the time of year affects rates and demand. Freight follows predictable patterns across the calendar, but those patterns are easy to miss when you are focused on what happened last week.

As Avery Vise put it: “Rates always go through the roof in late December… people see that and think the market is turning.” That spike happens every year. So does a similar move in late June. Refrigerated freight sees predictable tightening around Thanksgiving and other holidays. These are patterns, and knowing them saves you from chasing something that was never there.

Understanding these cycles changes how you respond to short-term moves. Instead of reacting to a rate spike or pulling back after a dip, you start planning around them. Carriers who plan ahead for what happens when rates drop after seasonal peaks develop a steadier sense of when to move and when to hold. 

How should you use spot market data without being misled by it?

Spot market data is one of the most referenced tools in freight, but treating it as exact pricing guidance will get you in trouble. Spot rates are directional indicators. They tell you where the market is trending, whether rates are strengthening or softening, and how demand is shifting across lanes.

What spot data does not do is replace your own numbers. Your operating costs, the lanes you run, your service levels, and your fuel spend all factor into what you should accept or walk away from. Knowing your cost per mile as an owner-operator is what makes market data useful rather than misleading. 

Operators who use spot data well are not looking for a precise answer. They combine what the market is signaling with their own lane history and cost structure, and adjust their decisions from there.

Carriers who want rate trends, capacity data, and lane insights delivered on a consistent basis can get that context through Spot Market Insights, the weekly report from Truckstop built with FTR data. 

What happens when carriers price loads without knowing their full costs?

Freight markets are shaped by the decisions every participant makes, not just outside forces. When operators accept loads below cost or price without a clear understanding of their numbers, it puts downward pressure on rates across the board and that affects everyone running freight on those lanes.

As Avery Vise said in the episode, “There are too many people out there who do not understand that they are losing money every time they do something.” That is a real problem for the individual business, and it is also part of why rate stability is hard to maintain in a market this fragmented.

Knowing your all-in costs and pricing to protect them is one of the most important habits you can build. For carriers working through what comparable freight is actually paying, understanding how spot market trucking works gives you a clearer benchmark before you commit to a load. 

Why does profitability matter more than growing your fleet?

Growth could be disguised as success in trucking. Adding equipment, taking on more loads, and expanding operations gives the impression that things are moving forward. But growth on top of thin or negative margins only makes the problem bigger, not better.

If each load is slightly unprofitable, scaling the operation increases the losses, not the returns. Many carriers run into this because decisions get made without a clear picture of what each load actually costs them. The path forward starts with better numbers, not more loads.

A sustainable freight business is built on knowing your margins and being selective about the work you take on. Knowing how to read your P&L is what tells you where money is leaking before it turns into a bigger problem. 

How do you make better decisions when the market feels noisy?

The real advantage in freight comes from knowing how to read what you already have, not from collecting more of it. That means recognizing seasonal patterns for what they are, using spot rates as context rather than a price guide, and keeping your own cost structure as the anchor for every decision you make.

When the market feels uncertain, looking at a longer time window usually gives you a clearer picture than watching what changed week over week. Carriers who pay attention to what freight conditions are expected to look like going forward tend to make more consistent decisions than those reacting to every short-term shift. 

That approach does not guarantee perfect outcomes, but it does mean fewer costly misreads. And in trucking, over time, that adds up.

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