QueryTrace

QueryTrace helps businesses monitor their brand presence across various large language models, providing insights into how their company is mentioned compared to competitors. Key features include: • Brand mention tracking across popular online models • Competitive brand visibility comparisons • Scheduled query runs for consistent data • Weekly trend reports on mention rate and sentiment • Real-time demand checks for immediate results This platform allows users to submit custom queries that are then run against services like ChatGPT, Claude, Gemini, and others. It captures the responses to understand if and how a brand is referenced, along with the sentiment expressed. This enables companies to identify their digital footprint within these information sources and react strategically. QueryTrace provides a clear dashboard view of mention rates, competitive performance metrics, and historical trends. This data helps marketing and PR teams assess the impact of their initiatives, understand positioning against rivals, and uncover opportunities for engagement or reputation management. It's an essential tool for maintaining brand awareness and perception in a rapidly evolving digital landscape.