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Ansvisor is an open-source, cloud-ready AI Visibility and AI Search Optimization platform that helps brands monitor and improve their visibility across AI-powered search and answer engines such as ChatGPT, Gemini, Claude, Perplexity, Google AI Mode, Google AI Overviews, Grok, and Microsoft Copilot. The platform tracks AI mentions, citations, prompts, sentiment, competitor visibility, share of voice, and AI-driven traffic in real time. Ansvisor also provides AI-ready content optimization, prompt analytics, citation intelligence, and conversational search insights designed for AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) strategies. Built under the MIT license, Ansvisor is self-hostable, customizable, developer-friendly, and designed for SEO teams, agencies, marketers, startups, and enterprises preparing for the future of AI-powered discovery and conversational search.

SentimentStack is an AI visibility platform designed to help brands track and improve their presence across major AI engines and search platforms. It monitors how often a brand appears in responses from systems like ChatGPT, Claude, Gemini, Perplexity, and Google. The platform provides real-time insights through metrics such as visibility scores, rankings, and competitive benchmarks. Users can analyze prompt performance and identify where competitors are outperforming them in AI-generated answers. Including a task list to improve your ai visibility, do-it yourself to improve ai visibility or SentimentStack can do it for you. Its knowledge context engine builds a centralized understanding of a brand, including products, personas, and messaging. The platform offers features like citation tracking, content audits, and automated alerts to maintain strong visibility. Overall, SentimentStack helps brands adapt to the growing importance of AI-driven search and discovery.