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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 Dabudai?

Dabudai is an innovative AI Search Intelligence Platform crafted to help teams assess and improve their brand's visibility in AI-generated outputs, including responses from ChatGPT, Gemini/Google AI Overviews, and Perplexity. It anchors monitoring efforts in real-world business scenarios by extracting customer inquiries and common requests from sales and customer service software, integrating them with your Ideal Customer Profile (ICP) map and knowledge base, while also enhancing this data with high-intent long-tail queries from Google. With this extensive dataset, Dabudai creates and oversees customized prompt suites that correspond with your ICP, collects results from diverse AI models, and evaluates performance through key metrics like AI Visibility Score, Share of Voice, Average Rank Position, and Recommendation Rate. The platform's dashboards and competitor analysis offer valuable insights into your strengths and weaknesses in AI-generated responses, while gap analysis uncovers the underlying causes of discrepancies and develops a prioritized action plan for improvement. Furthermore, Dabudai utilizes these insights to devise strategies and craft website content aimed at enhancing AI visibility, and it enables agencies to provide detailed multi-client reporting through a white label solution. This comprehensive framework not only boosts brand visibility but also equips teams with the necessary tools to maintain a competitive edge in the fast-paced world of AI-driven information retrieval, ultimately fostering a data-informed approach that can lead to sustained growth.

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

$49/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

Dabudai

Date Founded

2025

Company Location

Ukraine

Company Website

dabud.ai/

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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