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OpenTrain AI

Product Evaluation and Query Optimization (English)

OpenTrain AI · Remote · Worldwide · Posted May 12, 2026

Apply for this job Hourly · $4/hr

The project involves evaluating and annotating various search queries and product comparisons to ensure accurate search engine results and product relevancy. Freelancers will be tasked with analyzing search queries, identifying potential corrections, categorizing product relevancy, and comparing products based on provided instructions. Specific tasks include determining the most relevant products for given search queries, assessing if corrections to queries are needed, and categorizing product relevance based on set criteria. This work helps refine search engine results and enhances e-commerce experiences by aligning product matches with user intent.

This is the Test Phase of the project and will consist of 1 hour of work. Based on your performance, you will be considered for the full project which is expected to last 1-2 months.

Freelancers should have strong English language comprehension and writing skills to accurately interpret search queries and articulate decision rationales. They should possess keen analytical abilities, attention to detail, and the capability to follow complex guidelines for labeling and annotation. Experience in e-commerce, data annotation, or search engine evaluation is beneficial. The ability to navigate and utilize search engines efficiently, combined with knowledge of product categories, brands, and attributes, will aid in achieving high-quality, consistent results.