AIGP: An LLM-Based Framework for Long-Term Value Alignment in E-Commerce Pricing

1. 1Build a domain knowledge graph using LLMs and structured data
2. 2Configure the LLM with textual context and pricing objectives
3. 3Run simulations to test pricing strategies and predict outcomes
4. 4Apply AIGP to optimize pricing decisions and improve GMV and ROI
5. 5Test and refine the AIGP framework using real-world e-commerce data

Data scientists and e-commerce professionals can benefit from AIGP to optimize pricing strategies and improve business outcomes. This framework can be integrated into existing e-commerce systems to enhance decision-making

💡 AIGP leverages LLMs to align e-commerce pricing with long-term business objectives, such as GMV and ROI

💡 AIGP: LLM-based framework for long-term value alignment in e-commerce pricing #LLMs #Ecommerce