Elmo

Elmo is an innovative, open-source AI visibility tracking tool designed to help brands understand and enhance their presence across various AI models. As AI-powered search and chat interfaces like ChatGPT, Claude, Gemini, and Perplexity become primary information sources for consumers, understanding how these models perceive and cite your brand is critical. Elmo solves this problem by monitoring mentions, analyzing citations, and benchmarking your brand against competitors across all major AI platforms. The tool is built for marketing managers, brand strategists, data analysts, and SEO professionals who need actionable insights into their AI visibility. Elmo is self-hosted, meaning your data remains secure on your own infrastructure with zero vendor lock-in. You run the software on your own servers, maintain full control over your data, and never worry about platform dependency. The platform tracks visibility across any AI model, supports custom prompts, and provides deep analytics including citation source breakdowns, trend analysis over months, and per-prompt visibility scores. With Elmo, brands can optimize their AI presence, respond strategically to shifts in AI behavior, and maintain a competitive edge in an increasingly AI-driven world. The open-source nature means full source code access, community support, and the ability to customize the tool for specific needs. Whether you are a solo entrepreneur or a large enterprise, Elmo gives you the command center you need to navigate the evolving landscape of AI interactions.

Dashboard

Your AI visibility command center that gives you everything at a glance. See current visibility scores, trend lines, citation category breakdowns, specific cited pages, and key metrics all in one unified view. The dashboard is designed for quick decision-making, helping you spot opportunities and threats in your AI presence immediately.

Visibility Tracking

Track your brand's visibility across every prompt and every AI model. Filter by specific AI model like ChatGPT or Claude, select time ranges, and apply custom tags. View per-prompt visibility scores with trend lines that compare your brand against competitors. This granular tracking reveals exactly where you are winning and losing in AI conversations.

Citation Analysis

Understand where AI models get their information about your brand. See which domains and URLs are cited most frequently, track new and dropped sources over time, and break down citations by category including brand mentions, competitor mentions, social media, and news. This feature reveals the source-level dynamics driving your AI visibility.

Competitive Benchmarking

See how you stack up against the competition with clear, data-driven comparisons. Compare your brand's AI mention rate against competitors across different prompts. Understand who dominates which topics and identify gaps in your AI visibility. The visual ranking system makes it easy to see where you stand and what you need to improve.

Brand Reputation Monitoring

Marketing managers can continuously monitor how AI models describe and cite their brand across all major platforms. Track sentiment, citation sources, and mention frequency to catch negative trends early. When an AI model starts citing incorrect or outdated information about your brand, you can identify the source and take corrective action immediately.

Competitive Intelligence Analysis

Brand strategists can benchmark their AI visibility against competitors to understand market positioning in the AI space. Identify which competitors dominate specific prompts and topics. Use this intelligence to inform content strategy, fill visibility gaps, and capitalize on areas where competitors are weak. Track how competitor visibility changes over time to anticipate market shifts.

SEO and Content Optimization

Data analysts and SEO professionals can connect AI citations back to specific web pages and content sources. Understand which content types and topics drive the most AI citations. Optimize existing content to increase citation frequency and create new content targeting high-value prompts where your brand needs more visibility. Measure the impact of content changes on AI visibility over months.

AI Response Quality Assurance

Customer experience teams can drill into individual AI responses to ensure accuracy and brand alignment. Inspect exactly what each AI model says about your brand, which sources are cited, and how the response is constructed. Flag incorrect or misleading AI outputs, identify problematic source material, and work to improve the quality of AI-generated brand mentions.

What AI models does Elmo support?

Elmo supports all major AI models including ChatGPT, Claude, Gemini, Grok, Mistral, Perplexity, Copilot, DeepSeek, Google AI Mode, and Google AI Overviews. The platform uses web scraping to see exactly what AI search users see, and LLM response tracking via their APIs or OpenRouter. You bring your own API keys for full flexibility.

Is Elmo really free and open source?

Yes, the self-hosted version of Elmo is completely free at $0. You get unlimited prompts, all AI models supported, citation analysis, competitor tracking, full source code access, and community support. There is no vendor lock-in because you run the software on your own infrastructure. Cloud and white-label versions are available for those who want managed hosting.

How do I get started with Elmo?

Getting started takes minutes. Install the CLI tool globally using npm with the command "npm install -g @elmohq/cli". Then run "elmo init" to initialize your project. The tool walks you through the setup process. You can also use the live demo on the website to explore the dashboard before installing. Full documentation and a supportive Discord community are available.

Can I use Elmo for multiple brands or clients?

Yes, the white-label version of Elmo is specifically designed for agencies and consultants who want to provide AI visibility tracking to their customers. It includes custom branding, custom domains, SSO, a shared Slack channel, and prioritized features. The self-hosted version can also be configured for multiple brands by managing separate projects or instances.