Dynamic Coupon Issuance via Real-Time User Behavior Tracking
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Solution Overview
Problem
Traditional paper coupons and electronic coupons lack personalization and targeting, often being anonymous and ineffective due to their broad distribution, failing to incentivize specific customer behaviors effectively in online environments.
Innovation Solution
A network-based publication system dynamically issues real-time coupons to users based on their browsing actions, purchase history, demographics, and other criteria, allowing for targeted and unique coupon delivery during their browsing session, with the option to redeem them through specific channels like PayPal or credit cards.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional paper coupons or electronic mail are used for coupon delivery, then the mechanism of delivery is simple and well-established, but the coupons remain anonymous, untargeted, and generally ignored by recipients
Solution Approach 1:
The patent segments the anonymous mass-audience coupon delivery into targeted individual user deliveries. Each user receives personalized coupons based on their specific browsing history, purchase behavior, and demographic profile, transforming the undifferentiated mass delivery into segmented, user-specific communications that are more likely to be effective
Solution Approach 2:
The system performs preliminary analysis of user browsing history, purchase behavior, and demographic data before issuing coupons. This preliminary action allows the system to pre-personalize coupons for specific users based on their demonstrated interests and behaviors, ensuring that coupons are relevant before they are even delivered
2Quantity of substance
If coupons are distributed broadly to large groups of consumers, then the reach and potential audience is maximized, but the personalization and targeting capability is lost
Solution Approach 1:
The patent applies local quality by making each coupon individually tailored to the specific user receiving it. Instead of uniform coupons for all recipients, each user receives coupons with personalized offers, discounts, and messaging that matches their local context, browsing history, and preferences, making the coupon content locally adapted to each individual
3Measurement precision
If real-time tracking and dynamic issuance of coupons are implemented, then the personalization and targeting accuracy is improved, but the system complexity and processing requirements increase
Solution Approach 1:
The system continuously monitors user browsing behavior, purchase history, and engagement metrics in real-time, using this feedback to dynamically adjust and personalize coupon offerings. This feedback loop allows the system to maintain high targeting accuracy by constantly adapting to user behavior changes while managing complexity through automated real-time processing
Data Source
AI summary
Methods and systems for issuing targeted coupons with a network-based system is disclosed. For example, a system can include a targeting module, a coupon rules engine, a coupon generation engine, a coupon widget, and a checkout module. The targeting module can create a model for controlling coupon generation. The coupon rules engine can determine whether a user accessing the network-based system qualifies to receive a coupon based at least in part on application of the model created by the targeting module. The coupon generation engine can generate a coupon based on the coupon rules engine determining that the user qualifies to receive a coupon. The coupon widget can present the coupon to the user while the user is accessing the network-based system. Finally, the checkout module can apply the coupon to a purchase by the user.