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Description

Lettertrace is a platform designed for open-source AI visibility monitoring that tracks the frequency with which AI models like Claude, ChatGPT, Gemini, and Google AI Overviews mention and endorse specific brands. Users input the topics their customers frequently inquire about, and the platform efficiently creates diverse natural prompts to observe how AI assistants respond to these queries. Each monitoring session generates valuable data points, enabling teams to assess visibility, prominence, sentiment, and share of voice related to various topics and models over time. Additionally, competitor analysis reveals how often competing brands are referenced, which entities are recommended by AI, and how a particular brand stacks up against its rivals. The generated reports transform raw AI responses into essential metrics that AEO and GEO teams rely on, such as brand visibility, share of voice, sentiment analysis, recommendations, and competitive standings. By offering scheduled monitoring options on a daily or weekly basis, the platform helps create actionable trend lines, while its multi-model analysis capability allows for a side-by-side comparison of results from different AI answer engines, providing a comprehensive view of brand performance. This multifaceted approach equips brands with the insights necessary to refine their strategies in an increasingly competitive marketplace.

Description

When you search for a company name on Google today, you're greeted with a myriad of results, including autocomplete suggestions, related queries, and an AI-generated summary prominently displayed. In contrast, querying the same in ChatGPT yields just one straightforward response. These interfaces have significantly shaped public perception, and that's precisely what Reptor monitors. Reptor meticulously tracks news articles and the journalists who write them, along with social media channels, review sites, radio and television broadcasts, Google rankings, and the responses provided by AI language models regarding a specific brand. Importantly, it identifies the sources referenced by these models, highlighting which types of websites influence visibility and determining how effective the marketing and PR teams are in their efforts. AI agents diligently gather every mention of a brand, classify it, assess its sentiment and relevance, then summarize the ongoing narrative. A growing knowledge profile is maintained for each organization, ensuring that their coverage is recognized, even if the brand name isn't explicitly mentioned, ultimately providing a comprehensive view of their reputation and influence in the market. This ongoing documentation allows companies to understand their public perception better and strategize accordingly.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

No images available

Integrations

ChatGPT
Claude
Gemini
Google AI Overviews

Integrations

ChatGPT
Claude
Gemini
Google AI Overviews

Pricing Details

Free
Free Trial
Free Version

Pricing Details

EUR 129 per month
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Lettertrace

Country

United States

Website

lettertrace.com

Vendor Details

Company Name

Reptor

Founded

2025

Country

Netherlands

Website

reptor.ai

Product Features

Reputation Management

Campaign Management
Gamification
Response Management
Review Generation
Review Monitoring
Sentiment Analysis
Social Media Metrics
Social Media Monitoring
White Label

Alternatives

Alternatives