Bid Placement for Ranked Items Visibility
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Solution Overview
Problem
Ranked lists of items often limit visibility for less relevant items due to predefined thresholds or display constraints, resulting in reduced sales and user interaction for these items.
Innovation Solution
A placement bidding application allows merchants to bid on promoting their items within ranked lists, calculating projected revenues based on bid terms and modifying item rankings to increase visibility, thereby including previously non-visible items in user-presented subsets.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If only the most relevant items are presented to a user based on predefined thresholds, then the quality of presented items is improved, but the visibility of other items deteriorates
Solution Approach 1:
The patent implements dynamic bid adjustment mechanisms that allow merchants to modify their bids in real-time based on performance metrics, competition, and budget constraints. This dynamic approach enables the system to adaptively balance between presenting highly relevant items and providing visibility to other items through strategic bid modifications, rather than relying on static relevance thresholds alone
Solution Approach 2:
The system changes the parameter of item selection from solely relevance-based ranking to a composite ranking that incorporates bid amounts. By introducing bid parameters into the selection criteria, the system can promote items with lower inherent relevance scores to visible positions, thereby increasing their visibility while maintaining overall relevance quality through the bidding mechanism
2Ease of operation
If the number of presented items is limited by display area constraints, then the user interface simplicity is improved, but the sales potential of less visible items deteriorates
Solution Approach 1:
The patent adds a bidding dimension to the traditional relevance-based item selection process. Instead of solely relying on the relevance ranking dimension, the system incorporates bid amounts as an additional dimension for determining item presentation. This multi-dimensional approach allows the system to maintain simple display constraints while unlocking sales potential through the bidding mechanism that can promote items to visible positions
3Productivity
If automated bid placement is implemented, then the efficiency of bid processing is improved, but the complexity of the bidding system deteriorates
Solution Approach 1:
The patent implements self-service automated bid placement systems where merchants can set up bid strategies, budget constraints, and performance targets, and the system automatically adjusts bids based on real-time data without requiring manual intervention. This self-service approach dramatically improves bid processing efficiency while managing complexity through standardized algorithms and pre-configured strategies that simplify the underlying system complexity for users
Data Source
AI summary
Disclosed are various embodiments for a placement bidding application. A list of items is generated. A position of an item within the list is determined according to a bid associated with the item and a display placement preference included with the bid. A number of items from the list are encoded for rendering in a user interface element or on a display of a client device. The number of items is based at least in part on a size limitation of the user interface element or the display of the client device.