SentimentStack
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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 Scribble?
Scribble serves as a platform dedicated to improving the visibility of brands in AI search contexts.
We assess a brand's AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) metrics to gauge their presence across a range of AI applications such as ChatGPT, Perplexity, and Gemini.
Our approach involves identifying gaps in content that limit citation opportunities and converting these insights into campaigns spearheaded by creators, designed to enhance authentic discoverability on platforms like X, Instagram, Medium, Substack, YouTube, and Reddit.
Thus far, Scribble has collaborated with more than 100 brands and a global network of creators, effectively facilitating notable advancements in AI visibility for our clients.
In these collaborative initiatives, we strive to deepen our understanding of how brands can refine their content to adapt to the continuously evolving AI search landscape.
Our commitment to this mission ensures that we remain at the forefront of helping brands navigate the complexities of AI-driven engagement.
Media
No images available
Integrations Supported
ChatGPT
Claude
Claude Duet
Claude for Legal
Gemini
Google AI Overviews
Microsoft Copilot
Perplexity
API Availability
API Availability
Pricing Information
$79/month
Pricing Information
$99/month
Supported Platforms
SaaS
Supported Platforms
SaaS
Customer Service / Support
Standard Support
Web-Based Support
Customer Service / Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Company Facts
Organization Name
SentimentStack
Date Founded
2026
Company Location
Australia
Company Website
sentimentstack.com
Company Facts
Organization Name
Scribble Network
Date Founded
2026
Company Location
Singapore
Company Website
scribble.network/
Categories and Features
AI Search Monitoring
Not specified
AI Search Optimization (AISO)
Not specified
AI SEO
Not specified
Answer Engine Optimization (AEO)
Not specified
Brand Monitoring
Not specified
Competitive Intelligence
Not specified
Generative Engine Optimization (GEO)
Not specified
Sentiment Analysis
Not specified
Categories and Features
AI Search Optimization (AISO)
Not specified
Answer Engine Optimization (AEO)
Not specified