Realizujemy projekt finansowany przez NCBiR oraz Unię Europejską.
czytaj więcejLearn how our data-driven analysis empowered our client to anticipate sales drops and defend each shop’s performance.
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.
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.
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.
Thanks to clear, actionable insights, our client gained the ability to: