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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
Orbator reveals whether ChatGPT, Claude, Gemini, Perplexity, and Grok recommend your product in your category—and delivers actionable insights on how to fix it. Most visibility tools measure SEO rankings; Orbator measures what actually matters now: AI assistant recommendations. Run a free visibility check to see real queries and which sources AI cited. Weekly tracking shows how AI answer recommendations drift 40–60% monthly, so you stay informed of changes. The platform handles directory placements, citation opportunities, and proof-of-placement receipts. Free tier includes the visibility check and a 50+ directory match. Paid tiers range from weekly monitoring ($39/mo) to done-for-you optimization and managed placement fulfillment. Local businesses use it to become the AI answer for their category in their city; SaaS founders track multi-channel AI visibility. No SEO expertise required; Orbator's team manages placement for higher plans. Built on the open-source AI Recommendation Index,
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
|
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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
SaaS founders, product teams, and business owners in competitive categories who need to be discoverable via AI assistant recommendations; agencies managing multiple clients' visibility. Particularly valuable for new or under-known products competing for AI mindshare.
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
Free
Free Version
Free Trial
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Pricing
Freemium
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationLettertrace
United States
lettertrace.com
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Company InformationOrbator
Founded: 2025
United States
orbator.io
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