Realizujemy projekt finansow​any przez NCBiR oraz Unię Europejską.

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success stories

Turning Competitive Threats into Store Success

Learn how our data-driven analysis empowered our client to anticipate sales drops and defend each shop’s performance.

Introduction: Navigating Unseen Challenges 

The arrival of new competitors in close proximity can shake the foundations of any retail chain. For our client, the opening of rival stores translated into a sudden and significant drop in sales. But the real challenge lay deeper: Which products were being affected the most? Did the actual distance to a competitor's shop matter? Without precise answers, effective action was impossible.

Sales figures were declining week by week, yet the client lacked the clarity to determine which areas required protection or where the greatest risks existed. Without this understanding, it was impossible to prioritize actions or develop an effective response plan.

The Problem: Blind Spots in Sales Performance

Prior to our analysis, our client’s retail locations struggled with critical knowledge gaps:

This uncertainty made it difficult to respond proactively and left each store exposed to preventable losses.

The Solution: Precise, Segmented Competition Analysis

Our team stepped in with a targeted, data-driven approach. We performed a comprehensive comparison of competitive impact by store category, mapping the sales drops across locations and linking them to specific competitors’ openings.

Key implementation steps:

  • Segmentation of stores by type and market demographics.
  • Statistical analysis correlating competitor proximity and sales figures.
  • Identification of product categories most vulnerable to competition.
  • Modeling expected decreases for each group, enabling scenario-based planning.

For the first time, the client’s teams gained clear visibility into which product ranges and store locations required the most attention, as well as how quickly they needed to act. This newfound insight allowed them to shift from reacting to problems after they occurred, to anticipating risks and addressing them before they could impact turnover.

Results: From Reaction to Prevention

Thanks to clear, actionable insights, our client gained the ability to:

Conclusion:

Data as a Shield Against Market Disruption

This project demonstrates that, with the right analytical approach, retail chains can transform competitive threats into strategic opportunities. Instead of acting blindly, managers can now anticipate risks, act quickly, and sustain performance in every store.

Results of the Change

BEFORE
A significant drop in sales after the opening of competitor stores. Lack of information on which product groups it affected. Lack of information on how the distance of the competitor's outlet affects turnover.
AFTER
Comparison of the level of impact of competition by store category. Determination of expected decrease in sellings on specific product groups.
EFFECT
The opportunity to plan a strategy to avoid a decrease in turnover for a single shop.
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