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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 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

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 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 Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

Freemium
Free Version 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:

Review this Software

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

Training

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

Company Information

Lettertrace
United States
lettertrace.com

Company Information

Orbator
Founded: 2025
United States
orbator.io

Alternatives

Alternatives

CiteLadder

CiteLadder

Cube27 IT Pvt. Ltd.
Zire

Zire

Zire AI

Categories

Categories

Integrations

ChatGPT Supported
Claude Supported
Gemini Supported
Google AI Overviews Supported
Grok Not Supported
Perplexity Not Supported

Integrations

ChatGPT Supported
Claude Supported
Gemini Supported
Google AI Overviews Not Supported
Grok Supported
Perplexity Supported
Claim Lettertrace and update features and information
Claim Lettertrace and update features and information
Claim Orbator and update features and information
Claim Orbator and update features and information