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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 Opttab?

Opttab is an innovative platform dedicated to enhancing AI visibility and managing digital assets, aimed at helping users understand, control, and improve the interactions of various AI models—including ChatGPT, Claude, Gemini, and Perplexity—with their online content. It equips users with real-time analytics, optimization tools, security features, and monetization strategies for websites and digital assets, enabling them to effectively monitor key metrics such as citations, sentiment analysis, and ranking positions. Moreover, Opttab delivers actionable insights to boost a website’s Generative Engine Optimization (GEO) score, which helps in achieving improved visibility in AI-driven search outcomes. The platform also incorporates capabilities for creating AI-optimized content, structured data, and tailored microsites to enhance visibility among autonomous AI systems. In addition, users can utilize intelligent opt-in/out controls to manage which AI models can access or use their content, alongside AI detectors that help identify whether their assets are included in significant training datasets or have faced copyright violations, thereby providing strong protections against unauthorized media use. This all-encompassing suite of tools not only safeguards users' content but also amplifies its potential in the rapidly changing digital environment, making it an essential resource for anyone looking to navigate the complexities of AI and digital asset management. With Opttab, users can confidently engage with AI technologies, ensuring their digital assets remain secure while maximizing their reach and effectiveness.

Media

Media

Integrations Supported

ChatGPT
Claude
Gemini
Perplexity
DeepSeek
Google AI Overviews
Google Analytics
Grok
Microsoft Copilot
Mistral AI
OpenAI
Shopify
WooCommerce
WordPress
Zapier

Integrations Supported

ChatGPT
Claude
Gemini
Perplexity
DeepSeek
Google AI Overviews
Google Analytics
Grok
Microsoft Copilot
Mistral AI
OpenAI
Shopify
WooCommerce
WordPress
Zapier

API Availability

Has API

API Availability

Has API

Pricing Information

$79/month
Free Trial Offered?
Free Version

Pricing Information

$83 per 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

Opttab

Date Founded

2025

Company Location

Netherlands

Company Website

opttab.com

Categories and Features

Competitive Intelligence

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

Categories and Features

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