When a Pricing Signal Has a Different Cause

Previously, I wrote about the importance of distinguishing between pricing patterns that are real and those that are simply noise.

Validating a pattern is an important step in pricing intelligence.

The next question may be even more important:

Why is the pattern happening?

A few years ago, we worked with a client in the trucking industry who was becoming increasingly concerned about a competitor.

Sales teams believed they were losing business because the competitor was pricing more aggressively. Customers frequently referenced lower-priced alternatives during negotiations. Competitive quotes seemed to support the story.

The pattern appeared real.

The competitor seemed to be gaining traction. The conclusion felt obvious. The competitor was winning on price.

To better understand the threat, we began collecting competitive pricing data across the market. The findings were interesting. In some cases, the competitor was indeed priced lower. In others, the difference was surprisingly small.

The pricing data confirmed the signal, but it did not fully explain it. If the competitor’s advantage was truly driven by price, why wasn’t the pricing gap larger and more consistent?

That question led us to expand the research. In addition to collecting competitive pricing information, we spoke directly with customers, and the story changed almost immediately.

Customers were not primarily frustrated with price. They were frustrated with availability. Lead times were longer than expected. Service responsiveness had become inconsistent. Customers were willing to pay a premium in some situations if they could get the product when they needed it and receive dependable support.

Price was part of the conversation, but it was not the primary driver of behavior.

The pattern was real. However, the cause was different from what was expected.

That experience reinforced an important lesson in pricing intelligence. Competitive signals do not always point to competitive causes.

A competitor may gain share while maintaining similar pricing.

Customers may reference price during negotiations while making decisions based on service, availability, or product performance.

A decline in win rates may look like a pricing problem when the underlying issue is something entirely different.

The challenge is that price is often the most visible variable. That visibility can make it easy to overestimate its influence.

Competitive pricing data remains one of the most valuable sources of market intelligence available to pricing teams. It helps organizations understand market positioning, identify emerging threats, and evaluate competitors’ behavior.

The challenge is that pricing data often explains what is happening but not why. Understanding the “why” requires context.

This is particularly true in industrial and B2B markets, where purchasing decisions are influenced by far more than price alone. Availability, delivery performance, technical support, distributor relationships, payment terms, reliability, and switching risk all influence how customers evaluate suppliers.

Price matters. It simply does not operate in isolation. This is why the most effective pricing intelligence programs combine multiple sources of insight.

Competitive pricing data helps identify signals.

Customer conversations help explain those signals.

Together, they provide a much clearer picture of what is actually driving market behavior.

When a competitor appears to be gaining traction, pricing teams should absolutely ask:

· How are they priced relative to us?
· Where are pricing differences appearing?
· Are those differences growing or shrinking?

Those questions are important, but they are not the only questions that should be asked. Organizations should also ask:

· Why are customers choosing one supplier over another?
· What factors matter most in the buying decision?
· Are customers willing to pay more for certain attributes?
· Is price truly driving behavior, or is it simply the easiest explanation to cite?

The answers often reveal a more nuanced reality. Some competitive threats are indeed pricing-driven. Others are driven by service, availability, product performance, channel relationships, or customer experience.

The strongest pricing organizations understand the difference.

They validate the signal.

Then they investigate the cause.

Because the goal of pricing intelligence is not simply to know what competitors are charging. The goal is to understand what is influencing customer behavior.

A pricing signal may tell you that something is happening.

Understanding the cause tells you what to do next.