Elmo

Elmo is an innovative, open-source AI visibility tracking tool designed to help brands understand and enhance their presence across various AI models. In an era where AI-generated responses increasingly shape consumer perception and purchasing decisions, Elmo provides the critical infrastructure needed to monitor how your brand is mentioned, cited, and perceived within the outputs of large language models. The platform empowers marketing managers, brand strategists, data analysts, and SEO professionals to navigate the evolving landscape of AI interactions with confidence and precision. By monitoring mentions across multiple AI platforms such as ChatGPT, Claude, Gemini, Grok, Mistral, Perplexity, Copilot, DeepSeek, and Google AI modes, Elmo enables businesses to respond strategically to trends and shifts in AI behavior. The tool offers comprehensive citation analysis, competitor benchmarking, and deep dive capabilities into individual AI responses. A defining characteristic of Elmo is its self-hosted, open-source architecture, which ensures that your sensitive brand data remains secure and accessible on your own infrastructure, completely free from vendor lock-in. This approach gives organizations full control over their data, unlimited scalability, and the ability to customize the platform to their specific needs. By leveraging Elmo, brands can optimize their visibility, identify gaps in their AI presence, and maintain a competitive edge in an increasingly AI-driven world where how AI talks about your brand directly impacts your market position.

Dashboard

Your AI visibility command center that provides a comprehensive overview of your brand's standing across all monitored AI models. The dashboard displays everything at a glance, including current visibility scores, emerging trends, citation category breakdowns, specific cited pages, and key performance metrics. This centralized view allows you to quickly assess your brand's health in the AI landscape and identify areas requiring immediate attention or strategic adjustment.

Visibility Tracking

Track your brand's visibility across every prompt and model with granular precision. This feature allows you to filter by specific AI model, time range, and custom tags to analyze performance in detail. You can see per-prompt visibility scores accompanied by trend lines that compare your brand against competitors, providing actionable insights into which queries and contexts your brand appears in most frequently.

Citation Analysis

Understand exactly where AI models are getting their information about your brand by examining which domains and URLs are most frequently cited. This feature tracks new and dropped sources over time, allowing you to see how the information landscape evolves. Citations are broken down by category including brand-owned sources, competitor mentions, social media, news outlets, and other relevant classifications, giving you a complete picture of your digital footprint.

Competition Benchmarking

See how you stack up against the competition with detailed comparative analytics. This feature compares your brand's AI mention rate against competitors, showing who dominates which prompts and identifying gaps in your AI visibility. The intuitive visualization displays competitor rankings with percentage scores, enabling you to spot market leaders, track your relative position, and develop targeted strategies to improve your standing.

Brand Reputation Management

Marketing managers can use Elmo to continuously monitor how AI models describe and reference their brand across different contexts and queries. By tracking mentions, analyzing citation sources, and understanding the sentiment of AI-generated responses, brands can proactively manage their reputation in the AI space. This allows for rapid response to inaccuracies, identification of emerging narratives, and strategic adjustments to content strategy that influence how AI systems perceive and represent the brand.

Competitive Intelligence and Strategy

Brand strategists can leverage Elmo's competitor benchmarking capabilities to gain deep insights into the competitive landscape of AI visibility. By understanding which competitors dominate specific prompts and queries, organizations can identify untapped opportunities, analyze competitor content strategies that drive AI citations, and develop data-driven approaches to close visibility gaps. This intelligence directly informs content creation, SEO strategy, and public relations efforts aimed at improving AI model recognition.

Content Optimization for AI Discovery

Content creators and SEO professionals can use Elmo's citation analysis to understand which of their web pages and digital assets are most frequently cited by AI models. By tracking which sources gain or lose citations over time, teams can optimize existing content and develop new materials that are more likely to be referenced by large language models. This use case directly connects content strategy to AI visibility, ensuring that marketing investments translate into measurable improvements in AI-generated responses.

Product and Marketing Analytics

Data analysts can utilize Elmo's deep dive and trend analysis features to perform rigorous quantitative analysis of brand visibility across AI platforms. By inspecting individual AI responses, tracking visibility trends over months or years, and correlating changes with content updates or market shifts, analysts can provide leadership with evidence-based recommendations. This data-driven approach enables organizations to measure ROI on AI visibility initiatives and make informed decisions about resource allocation for AI optimization efforts.

What AI models does Elmo support?

Elmo supports a comprehensive range of AI models including ChatGPT, Claude, Gemini, Grok, Mistral, Perplexity, Copilot, DeepSeek, Google AI Mode, and Google AI Overviews. The platform is designed to be extensible, allowing you to track any AI model by using web scraping for ChatGPT and other AI search users, or by integrating with LLM APIs and OpenRouter. You can bring your own API keys to expand coverage as new models emerge.

Is Elmo truly free and open source?

Yes, Elmo is completely open source and free to use under the self-hosted model. The platform provides unlimited prompts, access to all AI models, citation analysis, competitor tracking, and full source code access at no cost. There are cloud-hosted and white-label options available for organizations that prefer managed hosting or need to provide AI visibility services to their own customers, but the core self-hosted version remains free.

How does Elmo ensure data privacy and security?

Elmo is designed with privacy and security as foundational principles. As a self-hosted platform, all your data remains on your own infrastructure, meaning you have complete control over access, storage, and security protocols. There is no vendor lock-in, and your sensitive brand data is never transmitted to third-party servers. The open-source nature of the platform also allows your security team to audit the codebase and verify compliance with your organization's security requirements.

How long does it take to set up Elmo?

Getting started with Elmo is remarkably fast and straightforward. The platform is designed for rapid deployment, and most users can have their instance running in minutes. The quickstart process involves installing the CLI tool via npm and running a simple initialization command. Comprehensive documentation, community support through Discord, and an active development team ensure that any questions or issues are quickly resolved, making the setup process accessible even for teams with limited technical resources.

Self-Hosted

Run Elmo on your own infrastructure with full access to all features at no cost. This plan includes unlimited prompts, support for all AI models, comprehensive citation analysis, competitor tracking, full source code access, and community support. The self-hosted option is completely free and gives you complete control over your data without any vendor lock-in.

Cloud

For organizations that prefer managed hosting without the responsibility of maintaining their own infrastructure, the Cloud plan is coming soon. It will include everything in the Self-Hosted plan plus managed hosting, automatic updates, priority support, daily backups, and usage analytics. You can join the waitlist to be notified when this option becomes available.

White Label

Enterprise organizations that want to provide AI visibility optimization services to their own customers can leverage the White Label plan. This custom-priced solution includes everything in the Cloud plan plus custom branding, custom domain support, single sign-on (SSO), a shared Slack channel for direct support, and prioritized feature development. Contact the Elmo team for pricing and implementation details.