Strategic Pricing

Challenges of Data-Driven Pricing and How to Overcome Them

August 11, 2025•4-minute read•By Edmundo Coutinho Dias

Challenges of Data-Driven Pricing and How to Overcome Them

In today’s fast-paced, competitive market, setting the right price requires much more than intuition. You need to use data.

Companies that strategically collect, analyze, and use information are more likely to increase margins, remain competitive, and drive revenue growth. The problem is that, despite recognizing this potential, many still face obstacles when implementing a data-driven pricing strategy.

In this article, we’ll explore the main challenges and how to overcome them.

Why use data-driven pricing?

Pricing too high can drive customers away. Pricing too low can erode margins.
data-driven pricing uses market data, sales history, consumer behavior, and competitor prices to find the optimal price point.

According to a global Simon-Kucher survey of more than 3,000 companies across 20 countries, many organizations are unable to pass on cost increases using their current strategies, which can lead to significant margin losses and threaten business sustainability.

Key implementation challenges

Access to the right data

  • Recent internal data is easy to obtain, but historical data and competitive intelligence require more effort.

Information centralization

  • Without a single platform, work gets bogged down in manual spreadsheets, macros, and rework.

Business context

  • Smart decisions take demand, seasonality, competitor actions, and key metrics into account.

Agility in price adjustments

  • Experienced business owners understand the market, but often face technical barriers. Collaboration between business and data experts is essential.

The Path to Intelligent Pricing

Adopting a technology solution for pricing and cost management can eliminate bottlenecks, automate processes, and provide reliable recommendations, enabling you to:

  • Faster decision-making;
  • Greater accuracy and transparency;
  • Sustainable growth.

Want to learn how to apply this to your business?
Download our free e-book on smart pricing and follow the step-by-step process to turn pricing into a competitive advantage.

This article is a chapter of a guide

How to price products in retail

The guide walks through the whole pricing decision, from cost to price tag. This text goes deeper into the chapter The routine: who reviews the price, when and with what data.

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