Oneglanse

OneGlanse is an open source tracker for how a brand appears in AI generated answers, covering what the market calls answer engine optimization and generative engine optimization. It runs a user's prompts on the real websites of ChatGPT, Perplexity, Gemini, Claude and Google AI Overview, saves the full answers and their citations, and lets the user compare runs over time. A user can then connect their own analysis model to score the saved answers. The dashboards show presence rate, meaning the share of prompts that mention the brand, average rank across prompts, the most cited source, and the competitor with the highest visibility, along with sentiment and recommendations. A competitor table lists each brand's visibility percentage, mention count and sentiment, and each saved answer can be opened to read the original text, its citations and the analysis beside it. The tool is aimed at marketers, agencies and founders who want to measure brand presence in AI search without paying for a hosted service. It runs on a laptop or a user's own server, with source and documentation on GitHub. The site describes it as free and open source. The user supplies the analysis model and pays that provider directly, and no paid plans are published.