SentimentStack Description
SentimentStack is a powerful AI visibility platform that enables brands to monitor and enhance their presence across leading AI engines and search environments. It tracks how frequently a brand is mentioned in responses generated by platforms like ChatGPT, Claude, Gemini, Perplexity, and Google, providing a comprehensive view of digital visibility. The platform delivers real-time analytics, including visibility scores, ranking positions, and competitor comparisons, all within a single dashboard. Users can run prompt analysis to understand how AI systems respond to customer queries and identify opportunities for improvement. SentimentStack also supports controlled experiments, allowing teams to test strategies, measure results, and validate what drives visibility growth. Its built-in knowledge context engine creates a centralized repository of brand information, ensuring all insights and recommendations are aligned with the brand’s identity. Additional features such as citation tracking and content auditing help uncover gaps and optimize content performance. The platform also includes automated alerts to notify users of changes in rankings or competitor activity. With its ability to integrate AI insights and actionable data, SentimentStack empowers teams to make informed decisions. It simplifies the complexity of AI-driven search visibility and turns it into a measurable, manageable process. Ultimately, it helps brands stay competitive in an evolving digital landscape dominated by AI.
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Likelihood to Recommend to Others1 2 3 4 5 6 7 8 9 10
Saved us time and money! Date: May 21 2026
Summary: The overall experience has been good. Set up was quick and easy, the day-by-day trends have been useful, and we've been really enjoying the share of voice and experiments.
Positive: Onboarding was quick and easy. The online resources and certifications are great; the team was able to complete them self-paced and gained a better understanding of the platform. It does both SEO and GEO, so we have saved money by cancelling a more expensive SEO platform we were previously using. We've been able to complete growth experiments and understand what tasks will have the most impact.
Negative: We would love a meta integration if possible! It would be amazing to create the content and have it appear on social media.
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Likelihood to Recommend to Others1 2 3 4 5 6 7 8 9 10
Completely changed our daily operations Date: May 17 2026
Summary: We chose the self-set-up tier. It was super quick and easy. The branded reports have been saving us so much time with our monthly reporting.
Positive: Content Creation
Takes the guesswork out of where we are sitting
Experiments
Share of model
Battlefield reportsNegative: We're loving the system! It would be amazing if the system could automatically do all of the changes
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Likelihood to Recommend to Others1 2 3 4 5 6 7 8 9 10
Increased AI visibility and leads within 60 days Edited: May 17 2026
Summary: The system is clean and easy to use. It breaks down where you're going wrong, where to improve and what each priority is.
Positive: Easy to learn
No onboarding, we created a profile and were tracking our stats and competitors within 15 minutes
Reverse citation analysis shows what our competitors and customers are saying about us online.
I like that there are recommendations with scores showing the impact it will have if we complete the tasks
The content creation has saved us so much time each monthNegative: Haven't run into any issues yet. We're happy with the product.
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