SentimentStack Reviews

SentimentStack

5.0 out of 5 stars

Average Ratings 0 Ratings

Total 0 out of 5 stars
ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

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Average Ratings 3 Ratings

Total 5 out of 5 stars
ease 5 out of 5 stars
features 5 out of 5 stars
design 5 out of 5 stars
support 5 out of 5 stars

Description

Contentstack Canoe serves as a cloud-based AI visibility monitoring tool designed for marketing, SEO, and content teams as well as agencies, enabling them to track how various AI search platforms present and suggest their brands. By simply inputting a website domain, users can access a comprehensive brand profile that includes insights on products, competitors, target personas, and common buyer inquiries prior to setting up monitoring systems. The platform utilizes advanced AI tools such as ChatGPT, Gemini, Perplexity, and Claude to pose questions based on a tailored strategy, while also conducting web searches to generate reports that detail brand mentions, visibility rankings, overall sentiment, competitor analysis, cited sources, and prioritized recommendations. With the capability to produce both scheduled and on-demand reports, Contentstack Canoe facilitates ongoing evaluation, and its site audit feature determines the accessibility of the website to AI crawlers. This innovative solution operates without the need for software installation or alterations to the site and does not depend on Contentstack CMS. Users can start with a free plan that covers ChatGPT and Gemini, while the Growth plan unlocks access to all four AI engines, API and MCP capabilities, as well as increased monitoring thresholds, thereby enhancing the overall user experience. Additionally, this tool allows teams to streamline their marketing strategies and improve brand visibility in an increasingly competitive landscape.

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.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

ChatGPT Yes 
Claude Yes 
Gemini Yes 
Perplexity Yes 
Claude Code Yes 
Claude Desktop Yes 
Claude Duet No 
Claude for Legal No 
Codex CLI Yes 
Contentstack Yes 
Cursor Yes 
Google AI Overviews No 
Microsoft Copilot No 
Model Context Protocol (MCP) Yes 
OpenAI Yes 
Visual Studio Code Yes 

Integrations

ChatGPT Yes 
Claude Yes 
Gemini Yes 
Perplexity Yes 
Claude Code No 
Claude Desktop No 
Claude Duet Yes 
Claude for Legal Yes 
Codex CLI No 
Contentstack No 
Cursor No 
Google AI Overviews Yes 
Microsoft Copilot Yes 
Model Context Protocol (MCP) No 
OpenAI No 
Visual Studio Code No 

Pricing Details

$0
The Free plan costs $0 and includes one brand, 20 monthly prompts, ChatGPT and Gemini, a monthly report, and a site audit. Growth costs $279/month or $2,790/year at limited-time launch pricing and includes five brands, 2,000 monthly prompts, all four engines, API and MCP access, and daily, weekly, or monthly runs. Existing Contentstack enterprise customers receive Growth access at no extra charge through December 31, 2026. Optional one-time add-ons cost $119 per 400-prompt pack or $59 per extra brand.
Free Trial No 
Free Version Yes 

Pricing Details

$79/month
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

Contentstack

Founded

2018

Country

United States

Website

canoe.contentstack.com

Vendor Details

Company Name

SentimentStack

Founded

2026

Country

Australia

Website

sentimentstack.com

Product Features

Competitive Intelligence

Alerts/Notifications No 
Benchmarking No 
Competing Product Analysis No 
Keyword Tracking No 
Social Media Monitoring No 
Trend Analysis No 
Website Monitoring No 

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