Dynamic Pricing System for Conditional Discount Application
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Solution Overview
Problem
Conventional discounting strategies in retail fail to attract customers effectively as they erode profit margins and are not appealing to customers who are not interested in secondary products, limiting retailers' ability to offer significant discounts.
Innovation Solution
A system that receives customer interest in a first product, determines a price adjustment for a second product based on that interest, and transmits the adjustment, ensuring the discount is applied only if the first product is purchased, thereby incentivizing the purchase of both products while maintaining profit margins.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If a retailer provides large discounts on products to attract customers, then customer attraction is improved, but profit margin deteriorates
Solution Approach 1:
The system dynamically adjusts pricing strategies by offering discounts on secondary products only when primary products are purchased, rather than applying static discounts universally. This conditional pricing mechanism allows the retailer to adapt discounts to actual customer behavior and purchase patterns, maintaining profitability while attracting customers.
Solution Approach 2:
The system changes the pricing parameter (discount amount) based on the purchase of a primary product. When a primary product is purchased, the system applies a discount to the secondary product; when it is not purchased, no discount is applied. This parameter change resolves the contradiction by making the discount contingent on maintaining overall profit margins.
2Loss of energy
If a retailer offers discounts on secondary products to customers who purchase primary products, then overall profit is improved, but customer appeal deteriorates for customers not interested in secondary products
Solution Approach 1:
Instead of offering discounts on primary products and hoping customers will buy secondary products, the system inverts the approach by offering discounts on secondary products contingent on purchasing primary products. This reversal makes the discount a tool to ensure primary product sales while maintaining customer appeal through targeted offers.
Solution Approach 2:
The system uses feedback from customer purchase decisions to determine whether to apply discounts. By monitoring whether primary products are purchased, the system adjusts the pricing of secondary products accordingly, creating a feedback loop that balances profit optimization with customer appeal.
3Device complexity
If a retailer uses traditional discounting strategies, then implementation simplicity is improved, but customer attraction effectiveness deteriorates
Solution Approach 1:
The system makes the pricing system multi-functional by combining primary product sales tracking with secondary product discounting in a single integrated mechanism. This universal approach handles both profit optimization and customer attraction within one system, resolving the contradiction between simplicity and effectiveness.
Data Source
AI summary
A system to provide price adjustments based on indicated product interest includes reception of an indication from a customer of interest in a first product, reception of an indication from a customer of interest in a second product, determination of a price adjustment for the second product based on the indication of interest in the first product, and transmission of the price adjustment to the customer. By virtue of the foregoing features, a retailer may be willing to provide a price adjustment for the second product which would otherwise not be provided. Moreover, such a price adjustment may incent the customer to purchase the second product in a case that the second product would not otherwise be purchased, thereby potentially increasing a total profit received by the retailer.