This white paper compares Smart Search with traditional lexical Expert Search across 13 diverse topics, ranging from Red Palm weevil counter methods to Medical AI Imaging and Lithium-Ion Battery technologies. By analyzing customer feedback and performance metrics—such as ease of use, database coverage, and relevance rankings—we demonstrate the advantages of Smart Search in exploring companies, startups, and public institutions deeply involved in specific technologies, enabling more efficient research into complex innovation trends.