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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 No 

API Access

Has API No 

Screenshots View All

Screenshots View All

No images available

Integrations

ChatGPT Yes 
Claude Yes 
Gemini Yes 
Google AI Overviews Yes 

Integrations

ChatGPT No 
Claude No 
Gemini No 
Google AI Overviews No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

EUR 129 per month
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

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 No 
Gamification No 
Response Management No 
Review Generation No 
Review Monitoring No 
Sentiment Analysis No 
Social Media Metrics No 
Social Media Monitoring No 
White Label No 

Alternatives

Alternatives

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