--- title: Aeonav vs Semantica AI | AI Visibility Tool Comparison · Aeonav description: Compare Aeonav and Semantica AI for AI visibility tracking. Feature-by-feature breakdown, pricing, and key differences. canonical: https://www.aeonav.fivecoder.com/ai-visibility-tools/elmo-vs-semantica updated: "2026-10-20" --- [AI Visibility Tool Directory](http://www.aeonav.fivecoder.com/ai-visibility-tools) # Aeonav vs Semantica AI Aeonav is an open-source, self-hostable alternative to Semantica AI, an AI visibility tracking tool. Both measure how AI answer engines describe your brand, but Aeonav 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 Semantica AI doesn't list Microsoft Copilot among its engines. Aeonav has all of that, and it's free to self-host. Semantica AI appears to be a very early-stage product with limited adoption. ## Aeonav Open SourceSelf-HostedWhite-Label Open-source AEO platform. Self-host for free, forever. Track AI visibility across ChatGPT, Claude, and Google AI Overviews with full transparency. ## Semantica AI AI Visibility Tracking AI visibility tracking that also covers Russian answer engines ## Semantica AI at a glance ![Screenshot of Semantica AI homepage](https://nynjceth7hnajxhe.public.blob.vercel-storage.com/screenshots/semantica.jpg) [Visit ai-semantica.com](https://ai-semantica.com/) ## About Semantica AI Semantica AI monitors brand and website mentions across ChatGPT, Claude, Gemini, Perplexity, DeepSeek, Grok, Google AI Mode, and AI Overviews, and is one of the few trackers that also covers Yandex AI, Alice, and GigaChat. It runs scheduled scans rather than one-off chat checks, compares competitors and cited sources, and ships an MCP server listed in Anthropic's connector directory. The interface and published case studies span English, Russian, and Spanish. Popularity grade: F - Tracks Yandex AI, Alice, and GigaChat alongside Western engines - MCP server listed in Anthropic's connector directory - English, Russian, and Spanish interface and case studies ## Feature comparison | Feature | Aeonav | Semantica AI | | ----------------------- | ------ | ------------ | | 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 | Yes | | Gemini | Yes | Yes | | Perplexity | Yes | Yes | | Microsoft Copilot | Yes | No | | Claude | Yes | Yes | | Grok | Yes | Yes | | DeepSeek | Yes | Yes | | Meta AI | Yes | No | | Any Model | Yes | No | | Real UI Answers | Yes | No | | Bring Your Own Keys | Yes | No | | Platform | | | | White-Label / Agency | 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 | No | | Multi-Language | No | Yes | | Actionable Insights | | | | Action Recommendations | Yes | No | | Content Gap Analysis | Yes | No | | AI Site Audits | No | Yes | | AI Keyword Research | Yes | No | | Reporting & Integration | | | | Email Alerts | No | No | | API Access | Yes | Yes | | TypeScript SDK | Yes | No | | Python SDK | Yes | No | | MCP Access | Yes | Yes | | BI Connectors | No | No | We last checked Semantica AI against its own site in Oct 2026. Spot an error? [Suggest a correction](https://github.com/orbitrepos/aeonav/issues/new?title=Correction+for+Semantica+AI\&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/orbitrepos/aeonav/blob/main/apps/www/src/lib/competitors/data.ts). ## Key differences ### Only in Aeonav - Microsoft Copilot - Meta AI - Any Model - Real UI Answers - Bring Your Own Keys - White-Label / Agency - Open Source - Query Fan-Out - Action Recommendations - Content Gap Analysis - AI Keyword Research - TypeScript SDK - Python SDK ### Both offer - Multi-LLM Tracking - AI Visibility Score - Citation Analytics - Competitor Benchmarking - Brand Mention Tracking - ChatGPT - Google AI Overviews - Google AI Mode - Gemini - Perplexity - Claude - Grok - DeepSeek - Sentiment Analysis - API Access - MCP Access ### Only in Semantica AI - Content Generation - Multi-Language - AI Site Audits ## Why choose Aeonav over Semantica AI? ### 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 Aeonav on your own infrastructure. The core platform is free and always will be, and Aeonav 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 Aeonav and Semantica AI? Aeonav is an open-source, self-hostable AI visibility platform, while Semantica AI is a closed-source AI visibility tracking tool. Both track how AI answer engines describe your brand, but Aeonav 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 Aeonav a free, open-source alternative to Semantica AI? Yes. Aeonav is a free, open-source alternative to Semantica AI. You can self-host the full platform at no cost, read every line of code, and track your AI visibility across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews without per-seat or per-prompt fees. - Is Semantica AI open source? No, Semantica AI is a hosted product without public source code. Aeonav 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 Aeonav and Semantica AI compare on sentiment analysis, API access, and MCP? Aeonav 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. Semantica AI offers all three as well. - Can I self-host Aeonav instead of Semantica AI? Yes. Aeonav 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 Aeonav in minutes and start monitoring how ChatGPT, Claude, and Google AI Overviews talk about your brand. [Deploy Aeonav](http://www.aeonav.fivecoder.com/docs/getting-started)[View on GitHub](https://github.com/orbitrepos/aeonav)