Clearance Price Elasticity Module™ (CPE)
Empowers retailers to optimize clearance pricing, driving maximum revenue while efficiently reducing excess inventory.
Designed to Address End-of-Season Inventory Management
Set Clearance Prices to Maximize ROI and Clear Inventory
The Clearance Price Elasticity™ Module (CPE) is a powerful solution designed to help retailers optimize end-of-season inventory management. Whether you’re handling seasonal goods, expiring items, or surplus stock, CPE provides actionable insights to recover costs and maximize value from unsold products. It identifies the limitations of markdown pricing, ensuring you avoid excessive discounts that erode sales or margins. For inventory clearance goals, CPE offers detailed predictions of how much stock will sell at various price points. Additionally, it analyzes your clearance pricing history, helping you understand which categories, lines, or items are elastic or inelastic to price changes, enabling more informed decisions for future strategies.
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Solution Features
The CPE helps retailers strike the right balance between discounts and profitability during clearance. It targets items nearing expiration, seasonal unsold goods, or surplus inventory by predicting the impact of various price reductions (e.g. 50%, 75%, 90%) on clearance goals. Here are the key benefits of this solution:
- Reduces waste and labor costs from unsold inventory
- Supports markdown strategies for efficient sell-through
- Adaptable across retail contexts, from apparel to seasonal goods
What Makes CPE a Game-Changer?
Churchill’s Clearance Price Elasticity™ Module uses advanced neural network models built from your clearance history to forecast customer reactions (Lift) to markdown price options. This ensures you can predict how different price reductions will impact demand while accounting for depleted assortment profiles, such as limited sizes or seasonal items.
Demand Insights for Strategic Pricing
- The Clearance Price Elasticity™ Module analyzes how different discount levels impact customer demand
- Adjusts for depleted assortment profiles (e.g., remaining extreme sizes in apparel)
Tailored Pricing Strategies for Your Goals
- Provides optimal pricing tailored to your goals, whether maximizing revenue or clearing inventory by a specific deadline
- Offers two modes:
- Predictive Mode: Merchant sets the price; CPE forecasts demand
- Prescriptive Mode: CPE recommends the most effective price to achieve retailer objectives
Advanced Insights and Predictive Power
- Inventory Clearance Forecasting: Predicts how much of your remaining stock will sell through at different clearance price points
- Elasticity Analysis: Analyzes historical pricing data to identify which categories, lines, or items are elastic or inelastic to markdown pricing
Relevant Resources
How AI-Powered Demand Forecasting Enhances Supply Chain Efficiency
Traditional demand forecasting often leads to stock imbalances, missed revenue, and inefficiencies. AI-powered demand forecasting offers greater accuracy, reduced stockouts, and optimized inventory management. But why are so many retailers still hesitant to adopt it?
Promotional Demand Forecaster™ (PDF) e-Book
Promotions can drive sales, but without the right forecasting, they can also lead to stockouts, excess inventory, and lost revenue. This e-book explores how data-driven forecasting can minimize risk, maximize profitability, and ensure every promotion delivers real results.
Best AI-Based Price Optimization Software in 2025: Churchill Systems Edition
From regular pricing that sustains sales, to markdowns aimed at clearing seasonal or low-demand products, aligning your pricing with each stage of a product’s lifecycle is key. At Churchill Systems, we offer cutting-edge AI-driven software solutions designed to optimize every step of the pricing journey.