Ratings and Reviews 3 Ratings
Ratings and Reviews 1 Rating
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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 Pallix?
Marketing teams can no longer see why a buyer chose a competitor, because the recommendation now happens inside an AI answer. Pallix is an AI visibility platform built to make that step observable.
Five engines are polled daily — ChatGPT, Perplexity, Google AI Overviews, Gemini and Copilot — and each response is stored whole, with the pages it drew on.
Because requests originate from localised IPs, and market and language attach to individual prompts rather than the account, teams selling into more than one country get a separate honest reading for each. Hindi-English code mixing is supported for Indian buyers.
What follows is a list of pages, not a number: the third-party articles, directories and marketplace entries shaping answers in a category, and which name rivals but not you. Weak results trace to a specific attribute through sentiment breakdown.
Blog drafts and FAQ entries are produced from those gaps, then monitored for citations. Weights behind the score can be edited. Entry pricing is ₹2,249 monthly.
Integrations Supported
ChatGPT
Gemini
Google AI Overviews
Microsoft Copilot
Perplexity
Claude
Integrations Supported
ChatGPT
Gemini
Google AI Overviews
Microsoft Copilot
Perplexity
Claude
API Availability
Has API
API Availability
Has API
Pricing Information
$79/month
Free Version
Free Trial Offered?
Pricing Information
$25/month
Free Version
Free Trial Offered?
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
Pallix
Date Founded
2026
Company Location
India
Company Website
pallix.in
Categories and Features
Competitive Intelligence
Alerts/Notifications
Benchmarking
Competing Product Analysis
Keyword Tracking
Social Media Monitoring
Trend Analysis
Website Monitoring