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About

Sanbi.ai is a web-based AI search visibility platform for brands, marketing teams, and agencies. It runs recurring prompts across AI search engines such as ChatGPT, Gemini, Perplexity, Claude, and Google AI Mode to measure brand mentions, recommendations, rankings, sentiment, citations, and competitor share of voice. Users can review the pages and domains cited in AI answers, compare visibility by prompt, product, or location, and monitor changes over time. The platform also provides site-health checks, content suggestions, and tools for finding and responding to conversations that may influence AI answers. Plans include daily audits and competitor tracking, with agency-oriented multi-brand options. A Model Context Protocol server lets customers query their Sanbi project data from compatible assistants and clients. A separate free report offers a one-time snapshot, while paid plans support ongoing monitoring.

About

SentimentStack is an AI visibility platform designed to help brands track and improve their presence across major AI engines and search platforms. It monitors how often a brand appears in responses from systems like ChatGPT, Claude, Gemini, Perplexity, and Google. The platform provides real-time insights through metrics such as visibility scores, rankings, and competitive benchmarks. Users can analyze prompt performance and identify where competitors are outperforming them in AI-generated answers. Including a task list to improve your ai visibility, do-it yourself to improve ai visibility or SentimentStack can do it for you. Its knowledge context engine builds a centralized understanding of a brand, including products, personas, and messaging. The platform offers features like citation tracking, content audits, and automated alerts to maintain strong visibility. Overall, SentimentStack helps brands adapt to the growing importance of AI-driven search and discovery.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Brands, marketing teams, SEO and growth professionals, and agencies monitoring and improving their visibility in AI-generated search answers.

Audience

SentimentStack is ideal for marketing teams, SEO professionals, and brands looking to optimize and track their visibility across AI-driven search engines and digital platforms

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

$50/month
Starter is $50/month, or $37.25/month with annual billing. Higher plans are listed at $99/month and $349/month. A 7-day free trial is offered. A one-time free visibility report is also available; it is not an ongoing free subscription.
Free Version Not Supported
Free Trial Supported

Pricing

$79/month
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Pros & Cons from Real Users

Pros

  • Onboarding was quick and easy. The online resources and certifications are great; the team was able to complete them self-paced and gained a better understanding of the platform. It does both SEO and GEO, so we have saved money by cancelling a more expensive SEO platform we were previously using. We've been able to complete growth experiments and understand what tasks will have the most impact.
  • Content Creation Takes the guesswork out of where we are sitting Experiments Share of model Battlefield reports
  • Easy to learn No onboarding, we created a profile and were tracking our stats and competitors within 15 minutes Reverse citation analysis shows what our competitors and customers are saying about us online. I like that there are recommendations with scores showing the impact it will have if we complete the tasks The content creation has saved us so much time each month

Cons

  • We would love a meta integration if possible! It would be amazing to create the content and have it appear on social media.
  • We're loving the system! It would be amazing if the system could automatically do all of the changes
  • Haven't run into any issues yet. We're happy with the product.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Company Information

Sanbi.ai
Founded: 2025
United States
sanbi.ai/

Company Information

SentimentStack
Founded: 2026
Australia
sentimentstack.com

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Categories

Categories

Integrations

ChatGPT Supported
Claude Supported
Gemini Supported
Perplexity Supported
Google AI Mode Supported
Google AI Overviews Not Supported
Microsoft Copilot Not Supported
Model Context Protocol (MCP) Supported

Integrations

ChatGPT Supported
Claude Supported
Gemini Supported
Perplexity Supported
Google AI Mode Not Supported
Google AI Overviews Supported
Microsoft Copilot Supported
Model Context Protocol (MCP) Not Supported
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