OneGlanse

OneGlanse is an open‑source platform that lets developers and agencies monitor how their brand is represented in the outputs of large language models such as ChatGPT, Gemini, Perplexity, Claude and Google AI. By deploying self‑hosted agents and using ClickHouse for analytics, the tool collects real‑time responses, extracts brand mentions, sentiment and visibility scores, and presents the data in a unified dashboard.

The system provides a “Visibility Scoreboard” that compares a brand’s presence, sentiment and ranking across multiple LLM providers, and also shows the top information sources and competitors influencing the answers. Users can view the exact rendered responses with source attribution, enabling reproducible prompt testing and detailed analysis of AI perception.

OneGlanse is aimed at marketing teams, agencies and developers who need to assess and improve how their brand appears in AI‑generated content, while retaining full control by running the software on their own infrastructure. The project is released under a free, open‑source license and is currently in an experimental maturity stage.