Cannibalization Demand Forecaster™ (CANN)

Effectively predict the impact of demand on related items, as well as items within a category.

Churchill's Cannibalization Demand Forecaster™ (CANN)

Understand the True Impact of Merchandise Actions

Promotional actions of a single item or line can often have an impact — positive or negative — on the sales or margins of the total category. While much of today’s focus is on the planning, forecasting, analysis and optimization of lines or single items demand, the real story can only be told when we understand the impact of promotional actions on the demand of the entire category. 

Therefore, Retailer planners must ask themselves:

Challenge

See the Bigger Picture in Demand Forecasting

What happens to forecasted demand when Brand A toothpaste is discounted or its price adjusted? How will Brand B and the store’s Private Label toothpaste sales respond? What is the overall impact on the oral care category?

Churchill’s Cannibalization Demand Forecaster™ (CANN) software addresses the effects of new product introductions, pricing and promotions on a category’s related items. CANN is a fully integrated solution within Churchill’s Demand Forecast Manager.

Solution

Anticipating Demand Shifts Across the Entire Category​

To accelerate the deployment and maximize the effectiveness of the Cannibalization Demand Forecaster™ (CANN), Churchill Systems offers a structured, phased implementation approach. Each phase adds increasing levels of precision in forecasting, empowering retailers to better understand and respond to category-wide impacts.

Static Analytics

Foundational data analysis to understand baseline sales metrics.

Category Impact Analysis

Evaluate how changes in one product’s performance impact the sales of related items within the category.

Cross Elasticity Impact

Assess the broader interactions between products to measure the full effect of pricing, promotions, and new product introductions on category demand.

Your Solution for Accurate, Scalable Demand Forecasting

Churchill’s Cannibalization Demand Forecaster™ (CANN) provides comprehensive insights into how changes in demand for one product can influence others within the same category. This powerful solution offers benefits that enable retailers to make data-driven decisions across the entire category, optimize inventory, and effectively manage promotional activities.

Features

  • Multi-item demand elasticity using algorithms and neural networks
  • Three levels of deliverables for multi-item demand forecasting
  • Extensive reporting
  • Extreme scalability
  • Broad integration capabilities
  • On-site enterprise software licensing

Benefits

  • Specific algorithms for slow-moving product
  • Utilizes algorithms that best fit individual business objectives
  • Allows for massive profiling capabilities in a timely manner
  • Automatically adjusts min/max based on demand
  • Supports store/item-specific forecasting for large retailers
  • Integrates with customer’s existing planning software

Additional Resources

Leverage The Power of Churchill AI.

Your trusted partner in making the complex world of retail, Predictable.

To learn more, contact an expert today.

This field is for validation purposes and should be left unchanged.

© 2025 · Churchill Systems