DATOS is a company based in Germany that operates within the Computers and Technology sector, specifically focusing on computer software and market research. The company specializes in analyzing user behavior through large-scale clickstream data, providing insights that help businesses make informed decisions regarding content strategy, SEO, and product planning. Their published reports, such as the "State of Search" series, examine trends in search behaviors across the US and Europe, highlighting the impact of traditional and AI-driven search methods on consumer engagement. Additionally, DATOS explores seasonal shopping patterns, particularly around events like Black Friday, offering insights into consumer journeys and marketplace dynamics. Their methodologies include the use of vector embeddings to enhance data analysis capabilities, enabling scalable insights into marketing intelligence and competitive benchmarking. Overall, DATOS aims to equip businesses with actionable intelligence derived from real-world user interactions, supporting data-driven decision-making in increasingly complex digital environments.