OneGlanse

OneGlanse is an open-source platform designed to track and analyze brand visibility within answers generated by major AI language models and Google AI Overview. It enables users to monitor how their brand appears in responses from providers such as ChatGPT, Gemini, Perplexity, and Claude, using their own accounts and infrastructure. The tool provides metrics on presence rate, average rank, top information sources, and competitor visibility, offering a comprehensive view of a brand's standing across various AI-generated search environments.

Key features include a visibility scoreboard that compares visibility, mentions, and sentiment across different large language model providers. Users can see how their brand and competitors perform on these metrics, with specific data points such as percentage visibility, number of mentions, and sentiment scores for each competitor. The platform also offers the ability to review actual provider-rendered answers, complete with source attribution and analysis metrics, allowing for a detailed examination of how information about the brand is presented to end users.

OneGlanse is particularly suited for marketing teams or agencies interested in understanding and optimizing their brand's presence in AI-generated content. It supports self-hosting, giving organizations control over their data and infrastructure. The platform is both free and open source, making it accessible for a wide range of users who wish to deploy and manage the tool independently.

By aggregating and analyzing visibility data from multiple AI providers, OneGlanse helps users identify patterns in brand mentions, sentiment, and competitive positioning. This enables more informed decision-making regarding brand strategy in the context of AI-driven search and recommendation systems.