AI Search Relevance Engine

Problem Statement

Users of an e-commerce platform report that search results are irrelevant for natural language queries like 'comfortable shoes for standing all day.' Current keyword-based search returns results matching individual words but misses the user's actual intent.

Scope

• •Define success metrics for search quality
• •Design the evaluation framework
• •Write a PRD for the AI search feature
• •Create a prototype evaluation dataset
• •Present a build vs. buy recommendation

Evaluation Rubric

• •Clarity of problem definition and user needs
• •Quality of evaluation framework design
• •Feasibility of technical approach
• •Thoroughness of the PRD
• •Strength of the build vs. buy analysis