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What is SentimentStack?

SentimentStack is an advanced AI visibility platform built to help brands understand, track, and improve how they appear across modern AI-driven search and assistant platforms. It continuously monitors brand presence across systems such as ChatGPT, Claude, Gemini, Perplexity, and Google, providing a unified view of visibility across multiple channels. The platform offers detailed analytics, including visibility scores, average rankings, prompt tracking, and competitor benchmarks, all presented in an intuitive dashboard. Users can analyze how AI engines respond to real-world queries and determine whether their brand is being recommended or overlooked. SentimentStack enables teams to run controlled experiments, allowing them to test specific changes, compare results against control groups, and measure true impact on visibility. Its knowledge context engine builds a dynamic and evolving representation of a brand, incorporating products, customer personas, competitors, and messaging guidelines. This ensures that all insights, recommendations, and analyses are grounded in accurate brand context. The platform also provides tools for citation tracking, helping users identify which sources AI engines rely on and where gaps exist. Content auditing features offer actionable recommendations to improve alignment with AI-driven search behavior. Automated alerts notify users of any drops in visibility, ranking changes, or competitor advancements. SentimentStack supports SERP tracking alongside AI monitoring, giving a complete picture of both traditional and AI-based search performance. Its reporting tools allow teams to track long-term trends and share insights across stakeholders. By combining experimentation, analytics, and automation, the platform enables continuous optimization of brand visibility. Ultimately, SentimentStack helps organizations stay ahead in a digital environment where AI-generated answers are becoming the primary source of information discovery.

What is Rankwize?

Rankwize functions as an advanced optimization platform tailored for answer engine optimization (AEO), assisting brands in pinpointing where AI assistants may overlook them while offering practical insights for enhancement. Track: Monitor brand mentions, overall visibility, and consumer perceptions across up to seven AI platforms, integrating brand alias management alongside the seamless incorporation of Google Search Console and GA4. Discover: Identify the specific queries your customers are using, filter these through an intent review process, and refresh the prompt collection monthly to ensure ongoing relevance. Diagnose: Connect each visibility gap to a specific target page and categorize it into one of seven unique types of solutions, while utilizing a content library to assess whether new content needs to be created or existing content should be revised. Act: Leverage the AEO editor to manage brand voice settings, improve content on a section-by-section basis, and craft structured content briefs for clearer communication. Measure: Use an Impact Tracker that links citation enhancements to the individual strategies you've implemented, providing insight into effectiveness. Furthermore, Rankwize offers an MCP server, which allows teams to access their AI visibility analytics via Claude, Cursor, or any compatible MCP client, significantly boosting their ability to track and analyze performance metrics effectively. This added functionality empowers brands to make data-driven decisions in real time.