Guest Blog: Building a Defensible Pricing Strategy
- PPS
- 11 hours ago
- 2 min read
Author: Khuram Zaidi
In B2B pricing, one of the most common triggers to assess pricing is to conduct competitive bench-marking to address common questions like: customers are saying our price is too high. The instinct to benchmark is sound. The execution, however, is where most organizations fall short.
Collecting competitive data is only half the challenge. The other half is normalizing it in a way that enables real, defensible pricing decisions. At Revenue Management Labs, we work with B2B organizations across industries to do exactly that, and the same two failure points come up time and again: gathering data that can actually be trusted, and comparing it in a way that reflects true market position.
A rigorous competitive benchmarking process is built on four principles: method selection, data quality, normalization, and strategic integration. Each builds on the one before it.
Method Selection: Not all benchmarking approaches are equal. For businesses with publicly available pricing, web-based benchmarking is a fast, low-cost starting point. For opaque or negotiated markets, mystery shopping captures pricing and quote structure. Customer interviews add directional context, and expert interviews unlock pricing norms in highly bespoke markets. The right method depends on your quote complexity and how many stakeholders are involved in price formation.
Data Quality: Confidence in your benchmarking output is directly tied to the method used to collect it. Understanding the confidence level of each data source prevents organizations from making significant pricing moves on unreliable inputs.
Normalization: Competitors rarely price the same way. They use different fee structures and scoping methodology. Without normalizing against common usage scenarios, you are comparing apples to oranges. It is also critical to identify learnings on how to update the adjust your quotes to simplify comparison for your customers.
Strategic Integration: Competitive benchmarking is a starting point, not a strategy. Market position tells you where you stand. For a robust pricing strategy we need to layer in customer value which tells us why buyers choose us versus alternatives beyond price, and Internal economics that is critical to understand cost to serve and margin boundaries. All three inputs are critical to avoid a reactive pricing posture that risks commoditization.
If this resonates, I invite you to join me at the PPS Spring Conference, where I will walk through the full framework for collecting, normalizing, and acting on competitive benchmarking data, equipping you with a practical approach you can apply immediately.
About the Author
Khuram Zaidi leads the Business Services practice at Revenue Management Labs, helping clients turn pricing complexity into competitive advantage. With experience across sales, marketing, and supply chain, he brings a cross-functional lens to pricing challenges in private equity-backed organizations. He has advised multi-site businesses in industrial services, education, and technology, focusing on scalable pricing systems. Known for a hands-on, implementation-focused approach, he holds an MBA from Schulich and a Six Sigma Black Belt globally.





