AI Shoppable Content Creation for Automatic Product Mapping
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Solution Overview
Problem
Existing content management systems struggle with the complexity and inefficiency of creating shoppable content, requiring manual coding and failing to seamlessly integrate commerce and marketing content, leading to errors and time-consuming processes.
Innovation Solution
A system and method that incorporates artificial intelligence for automatic object detection and product mapping, using a data modeling environment, client and server APIs, and pre-built components to generate machine-readable code for shoppable content, enabling seamless integration of commerce and marketing features in web documents.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If manual content creation methods are used, then content creators can have full control over the content, but the process becomes time-consuming and error-prone
Solution Approach 1:
The system enables self-service content creation by automatically detecting objects in images and mapping them to products without requiring manual intervention. The AI-powered object detection and product mapping features allow the system to perform content creation tasks autonomously, eliminating the need for manual marking and product attachment while maintaining high accuracy.
Solution Approach 2:
The patent replaces the manual mechanical process of content creation with an automated AI-based system. Object detection algorithms and machine learning models substitute for human content creators' manual marking and product selection processes, significantly reducing time consumption while improving consistency and accuracy through automated decision-making.
2Adaptability or versatility
If traditional content management systems are used, then existing systems can manage basic content, but they fail to seamlessly integrate commerce and marketing content
Solution Approach 1:
The system merges commerce content and marketing content into a unified shoppable content framework. By integrating product data, inventory information, pricing, and marketing content (images, descriptions) into a single coherent system, it enables seamless interaction between commercial and marketing elements without requiring separate management systems.
Solution Approach 2:
The content management system achieves multi-functionality by simultaneously handling content creation, product mapping, inventory management, and e-commerce transactions. The system serves multiple purposes including marketing content delivery, product catalog management, real-time inventory tracking, and direct purchasing, eliminating the need for multiple specialized systems.
3Productivity
If automatic object detection and product mapping are implemented, then content creation becomes rapid and accurate, but the system complexity increases
Solution Approach 1:
The system introduces AI-powered object detection algorithms and machine learning models as intermediaries between raw images and product mappings. These intermediary components automatically analyze images, identify objects, and match them with corresponding products in the catalog, enabling rapid and accurate content creation without requiring complex manual configuration or integration logic.
Data Source
AI summary
In accordance with an embodiment, described herein is a system and method for providing a content creation tool for use with shoppable content data. A content management system, such as, for example, an Oracle Content and Experience Cloud (OCE) environment, enables the creation of shoppable content that provides a purchasing opportunity directly from the content itself. The system can include, support, or operate in accordance with a content creation tool, that can incorporate aspects of artificial intelligence, for use with shoppable content data, including, for example, performing automatic detection of objects in an image; and automatic discovery of products to be mapped with the shoppable objects or shoppable content; for use in publishing the shoppable content in mobile application, web, or other document formats.