Using ChatGPT as THE Interface to a BI System
We started our ChatGPT/LLM integration process with a SQL generator and then followed that up with an insights generator based on specific reports a user pulled in the UI of our platform. Getting the...
The Analytics Power of Integrating Individual Shopper Journey and Point-of-Sale Data
The Measurement Minute by Gary Angel Integrating Shopper Journey and Point-of-Sale (PoS) data at the store-section/time level delivers powerful analytics around true conversion rate, opt...
Measuring Shopper Groups to Improve Conversion Rate Analysis
Abstract Groups of shoppers can have a surprisingly large impact on key performance indicators like conversion rate and STARs. If you only focus on individual shopper counts, you may be getting a ...
Measuring Shopper Quality with Behavioral Analytics and People Measurement
The Measurement Minute by Gary Angel A good store dashboard should provide context on the big picture KPIs of traffic and conversion. To do that, it should show shopper quality, merchand...
Store Dashboarding with Behavioral Analytics
The Measurement Minute by Gary Angel Though the best uses of shopper measurement data often involve focused analysis to answer a specific business question, there's both a need and real ...
Optimizing the Store Real-time Shopper Journey Pipeline with Associate Detection
The Measurement Minute with Gary Angel A real-time data pipeline for shopper journey data creates all sorts of challenges, and one of the biggest is handling Associate detection. If your...
Density Metrics and Store Layout Optimization
The Measurement Minute by Gary Angel The traditional measure used to optimize space in store layout is sales per square foot. Optimizing sales per square foot doesn’t mean that the mer...
In-Store Shopper Metrics: Dependence and Independence
The Measurement Minute by Gary Angel For shopper measurement, self-selection introduces massive biases in behavioral data. Different shopper populations behave differently not because of...
Lidar Technology for People-Tracking and Shopper Measurement
The Measurement Minute by Gary Angel Lidar may be best known for its application to self-driving cars, but it's also a powerful people-tracking technology. Lidar's great coverage area an...