Related Products
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About
Lettertrace is an open source AI visibility monitoring platform that measures how often Claude, ChatGPT, Gemini, and Google AI Overviews mention and recommend a brand. Users add the topics their buyers ask about, and the platform automatically generates natural prompt variations to monitor how AI assistants actually answer those questions. Every run becomes a datapoint, allowing teams to track visibility, prominence, sentiment, and share of voice per topic and model over time. Competitor benchmarking shows how often rival brands appear, which companies AI models recommend, and how a brand performs against each competitor. Reports turn raw AI answers into the metrics AEO and GEO teams need, including brand visibility, share of voice, sentiment, recommendations, and competitive performance. Scheduled monitoring can run daily or weekly to build actionable trend lines, while multi-model analysis makes it possible to compare results across answer engines side by side.
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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.
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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
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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
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Audience
Marketing and brand teams needing to monitor how AI assistants mention, recommend, and position their brand against competitors over time
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Audience
Brands, marketing teams, SEO and growth professionals, and agencies monitoring and improving their visibility in AI-generated search answers.
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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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
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationLettertrace
United States
lettertrace.com
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Company InformationSanbi.ai
Founded: 2025
United States
sanbi.ai/
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
ChatGPT
Supported
Claude
Supported
Gemini
Supported
Google AI Mode
Not Supported
Google AI Overviews
Supported
Model Context Protocol (MCP)
Not Supported
Perplexity
Not Supported
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Integrations
ChatGPT
Supported
Claude
Supported
Gemini
Supported
Google AI Mode
Supported
Google AI Overviews
Not Supported
Model Context Protocol (MCP)
Supported
Perplexity
Supported
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