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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

Media

No images available

Integrations Supported

ChatGPT
Claude
Gemini
Google AI Overviews
Microsoft Copilot
Perplexity

Integrations Supported

ChatGPT
Claude
Gemini
Google AI Overviews
Microsoft Copilot
Perplexity

API Availability

Has API

API Availability

Has API

Pricing Information

$79/month
Free Trial Offered?
Free Version

Pricing Information

$99/month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

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

Competitive Intelligence

Alerts/Notifications
Benchmarking
Competing Product Analysis
Keyword Tracking
Social Media Monitoring
Trend Analysis
Website Monitoring

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