--- title: Elmo vs emberos | AI Visibility Tool Comparison · Elmo description: Compare Elmo and emberos for AI visibility tracking. Feature-by-feature breakdown, pricing, and key differences. canonical: https://www.elmohq.com/ai-visibility-tools/elmo-vs-emberos updated: "2026-10-20" --- [AI Visibility Tool Directory](https://www.elmohq.com/ai-visibility-tools) # Elmo vs emberos Elmo is an open-source, self-hostable alternative to emberos, an AI visibility tracking tool. Both measure how AI answer engines describe your brand, but Elmo ships every line of code, runs on your own infrastructure, and is free to self-host — so your data stays yours and each metric is independently verifiable. The short version emberos doesn't list Google AI Mode or Microsoft Copilot among its engines and has no API or MCP server. Elmo has all of that, and it's free to self-host. ## Elmo Open SourceSelf-HostedWhite-Label Open-source AEO platform. Self-host for free, forever. Track AI visibility across ChatGPT, Google AI Overviews and AI Mode, Gemini, Perplexity, Copilot, Claude, and more with full transparency. ## emberos AI Visibility Tracking Five-module agentic platform built around a Share-of-Prompt metric ## emberos at a glance ![Screenshot of emberos homepage](https://nynjceth7hnajxhe.public.blob.vercel-storage.com/screenshots/emberos.jpg) [Visit emberos.ai](https://www.emberos.ai/) ## About emberos emberos splits into five products — Scout for detection and monitoring, Pilot for fixes and prediction, Flow for closed-loop orchestration, Merchant for commerce, and Echo for audit and governance — coordinated by a multi-agent architecture that turns monitoring into automated action. It reports on its own metrics, Share-of-Prompt and TAVI, and covers paid, owned, and earned surfaces rather than organic answers alone. Popularity grade: D - Five named modules spanning detection, prediction, orchestration, commerce, and governance - Proprietary Share-of-Prompt and TAVI metrics - Covers paid, owned, and earned AI surfaces rather than organic answers alone ## Feature comparison | Feature | Elmo | emberos | | ----------------------- | ---- | ------- | | Core Tracking | | | | Multi-LLM Tracking | Yes | Yes | | AI Visibility Score | Yes | Yes | | Citation Analytics | Yes | Yes | | Competitor Benchmarking | Yes | Yes | | Brand Mention Tracking | Yes | Yes | | AI Engines | | | | ChatGPT | Yes | Yes | | Google AI Overviews | Yes | Yes | | Google AI Mode | Yes | No | | Gemini | Yes | Yes | | Perplexity | Yes | Yes | | Microsoft Copilot | Yes | No | | Claude | Yes | Yes | | Grok | Yes | Yes | | DeepSeek | Yes | No | | Meta AI | Yes | No | | Any Model | Yes | No | | Real UI Answers | Yes | No | | Bring Your Own Keys | Yes | No | | Platform | | | | White-Label | Yes | No | | Open Source | Yes | No | | Content Generation | No | Yes | | Advanced Analytics | | | | Prompt Volume Estimates | No | No | | Sentiment Analysis | Yes | Yes | | Query Fan-Out | Yes | No | | AI Crawler Analytics | No | No | | Geographic Tracking | No | No | | Social Media Tracking | No | No | | Shopping Tracking | No | Yes | | Multi-Language | No | No | | Actionable Insights | | | | Action Recommendations | Yes | Yes | | Content Gap Analysis | Yes | Yes | | AI Site Audits | Yes | Yes | | AI Keyword Research | Yes | Yes | | Reporting & Integration | | | | Email Alerts | No | No | | API Access | Yes | No | | TypeScript SDK | Yes | No | | Python SDK | Yes | No | | MCP Access | Yes | No | | BI Connectors | No | No | We last checked emberos against its own site in Oct 2026. Spot an error? [Suggest a correction](https://github.com/elmohq/elmo/issues/new?title=Correction+for+emberos\&body=What%27s+wrong%2C+and+where+can+we+see+the+correct+information+%28a+pricing+page%2C+docs%2C+or+changelog%29%3F%0A%0A) or [edit the data on GitHub](https://github.com/elmohq/elmo/blob/main/apps/www/src/lib/competitors/data.ts). ## Key differences ### Only in Elmo - Google AI Mode - Microsoft Copilot - DeepSeek - Meta AI - Any Model - Real UI Answers - Bring Your Own Keys - White-Label - Open Source - Query Fan-Out - API Access - TypeScript SDK - Python SDK - MCP Access ### Both offer - Multi-LLM Tracking - AI Visibility Score - Citation Analytics - Competitor Benchmarking - Brand Mention Tracking - ChatGPT - Google AI Overviews - Gemini - Perplexity - Claude - Grok - Sentiment Analysis - Action Recommendations - Content Gap Analysis - AI Site Audits - AI Keyword Research ### Only in emberos - Content Generation - Shopping Tracking ## Why choose Elmo over emberos? ### Open source and transparent Every line of code is open. You can verify exactly how your visibility data is collected, calculated, and presented. No black boxes. ### Self-host for free, forever Run Elmo on your own infrastructure. The core platform is free and always will be, and Elmo Cloud is there if you would rather not run it yourself. ### Your data, in your stack Pull every metric, sentiment included, into your own code with the REST API and TypeScript and Python SDKs, or ask Claude Code and Cursor about it over MCP. Export, fork, or migrate at any time. ### Built to last Bootstrapped and sustainable. No investors pushing towards dark patterns. We'll outlast the companies taking too much VC money. ## Frequently Asked Questions - What is the difference between Elmo and emberos? Elmo is an open-source, self-hostable AI visibility platform, while emberos is a closed-source AI visibility tracking tool. Both track how AI answer engines describe your brand, but Elmo gives you the full source code and runs on your own infrastructure, so you can verify every metric and keep your data in-house. - Is Elmo a free, open-source alternative to emberos? Yes. Elmo is a free, open-source alternative to emberos. You can self-host the full platform at no cost, read every line of code, and track your AI visibility across ChatGPT, Google AI Overviews and AI Mode, Gemini, Perplexity, Copilot, Claude, and more without per-seat or per-prompt fees. - Is emberos open source? No, emberos is a hosted product without public source code. Elmo is fully open source, so you can read how each metric is calculated, self-host it on your own infrastructure, and take your data with you. - How do Elmo and emberos compare on sentiment analysis, API access, and MCP? Elmo includes all three: a 0 to 100 sentiment score for every AI answer that mentions you, a REST API with TypeScript and Python SDKs, and an MCP server so assistants like Claude Code and Cursor can query your data. emberos offers sentiment analysis, but we have not found it offering API access or an MCP server. - Can I self-host Elmo instead of emberos? Yes. Elmo is designed to be self-hosted — deploy it on your own infrastructure in minutes with the CLI. You keep full ownership of your data and prompts, with no per-seat pricing and no third-party dashboard holding your visibility history. ## Ready to track your AI visibility? Deploy Elmo in minutes and start monitoring how ChatGPT, Google AI Overviews, Gemini, Perplexity, Claude, and more talk about your brand. [Deploy Elmo](https://www.elmohq.com/docs/getting-started)[View on GitHub](https://github.com/elmohq/elmo)