Sill

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.

Brand Armor AI helps companies understand and improve how they appear across AI search engines and answer platforms such as ChatGPT, Gemini, Claude, Perplexity, and Grok. The platform tracks AI visibility, citations, competitor mentions, hallucinations, and brand accuracy across real-world prompts. Unlike tools that only monitor AI mentions, Brand Armor AI turns insights into action. It identifies content gaps, shows why competitors are being recommended, and helps brands create the right signals, content, and authority needed to improve AI visibility. Built for marketers, agencies, SEO teams, and growth teams, Brand Armor AI supports multi-model tracking, prompt monitoring, competitor benchmarking, AI shopping intelligence, hallucination detection, automated reporting, and content recommendations. As AI assistants become the new discovery layer, Brand Armor AI helps brands stay visible, accurate, and trusted wherever customers ask questions.