KSI Vision Library
Retail Analytics
Conversion, saturation, heatmaps, ROI, and in-store operational decisions.
10 Uses of Sales Conversion in Retail: From Basic Metrics to Advanced Strategy
Conversion rate is the most powerful metric in retail - if you know how to use it. Here are 10 ways to turn it into concrete decisions, from daily benchmarking to predictive models.
Conversion Rate in Retail: What It Is and How to Improve It
What percentage of visitors actually buy? How to calculate it, why the inverse traffic-conversion relationship happens, and the 5 levers to improve it.
How to Calculate the ROI of Traffic Analytics in Retail
A practical framework with real numbers: implementation costs, three revenue levers (conversion, queues, labor), a conservative full example, and a payback period formula.
People Counters Are Obsolete: Why AI Is Transforming Retail Analytics
After talking to more than 100 retail professionals, here are the 5 reasons why traditional counting sensors are no longer enough.
Saturation in Retail: When More Traffic Destroys Your Conversion Rate
Beyond a certain threshold, more visitors can actually hurt your sales. See how real store data reveals the saturation curve - and how real-time visibility lets you act before revenue is lost.
What Is a Store Heatmap and How to Read It?
Hot zones, cold zones, dwell time, and layout decisions - a practical guide to understanding and acting on heatmap data in retail.