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What is tobecited?

tobecited offers valuable insights into the representation of brands within AI assistants. We analyze your specific purchasing questions through platforms like ChatGPT, Claude, Gemini, and Perplexity, assessing which brands are favored in recommendations and citations, while also comparing your visibility against those of your competitors who may dominate the space. This methodology produces concrete results instead of just theoretical data. Each analysis features a direct citation from the source, allowing you to identify the precise phrasing that resulted in a competitor receiving a recommendation over your brand, as well as the reasons driving this decision. The initial audit is free of charge, requiring neither credit card details nor a sales pitch, and evaluates all of your queries across the four AI systems. For those who opt for paid audits, there’s an expansion on the complimentary version that delivers an in-depth competitive analysis for every response, along with practical strategies to address any gaps identified—such as improvements related to llms.txt, structured data, page titles, and tailored FAQ sections for your content. Furthermore, continual monitoring allows for the reassessment of the same questions weekly, providing a way to observe any fluctuations in your brand's visibility in AI-generated recommendations over time, ensuring you remain informed about your competitive standing in the evolving landscape.

What is Lettertrace?

Lettertrace serves as a comprehensive platform for monitoring the visibility of open-source AI, specifically tracking how often prominent AI models like Claude, ChatGPT, Gemini, and Google AI Overviews mention and promote various brands. Users can enter topics that are commonly of interest to their customers, allowing the platform to generate a wide range of natural prompts that examine AI assistants' responses to these inquiries. Each session of monitoring yields essential data points, empowering teams to evaluate visibility, prominence, sentiment, and share of voice concerning different subjects and AI models over time. Furthermore, the platform includes competitor analysis, which highlights how frequently rival brands are mentioned, which entities receive AI recommendations, and how a specific brand compares to its competitors. The reports produced convert raw AI interactions into crucial metrics that AEO and GEO teams depend on, such as brand visibility, share of voice, sentiment assessments, recommendations, and competitive standings. With options for daily or weekly monitoring, the platform aids in establishing actionable trend lines, and its capability for multi-model analysis allows users to compare results from various AI answer engines side by side. This thorough methodology equips brands with the vital insights needed to adjust their strategies effectively within a rapidly evolving marketplace, ensuring they remain competitive and responsive to consumer needs. By leveraging these insights, brands can better anticipate market shifts and enhance their engagement with customers.

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Integrations Supported

ChatGPT
Claude
Gemini
Perplexity

Integrations Supported

ChatGPT
Claude
Gemini
Google AI Overviews

API Availability

API Availability

Pricing Information

$19/month
Free Version

Pricing Information

Free
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

tobecited

Date Founded

2026

Company Location

Spain

Company Website

tobecited.com

Company Facts

Organization Name

Lettertrace

Company Location

United States

Company Website

lettertrace.com

Categories and Features

AI Search Monitoring

Not specified

Categories and Features

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