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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.

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,

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Marketing and brand teams needing to monitor how AI assistants mention, recommend, and position their brand against competitors over time

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.

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Free
Free Version
Free Trial

Pricing

Freemium
Free Version
Free Trial

Reviews/Ratings

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

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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:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Lettertrace
United States
lettertrace.com

Company Information

Orbator
Founded: 2025
United States
orbator.io

Alternatives

Alternatives

Vaylis

Vaylis

Vaylis AI

Categories

Categories

Integrations

ChatGPT
Claude
Gemini
Google AI Overviews
Grok
Perplexity

Integrations

ChatGPT
Claude
Gemini
Google AI Overviews
Grok
Perplexity
Claim Lettertrace and update features and information
Claim Lettertrace and update features and information
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