--- title: Aeonav vs Rankshift | AI Visibility Tool Comparison · Aeonav description: Compare Aeonav and Rankshift for AI visibility tracking. Feature-by-feature breakdown, pricing, and key differences. canonical: https://www.aeonav.fivecoder.com/ai-visibility-tools/elmo-vs-rankshift updated: "2026-10-20" --- [AI Visibility Tool Directory](http://www.aeonav.fivecoder.com/ai-visibility-tools) # Aeonav vs Rankshift Aeonav is an open-source, self-hostable alternative to Rankshift, 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 Rankshift doesn't list Grok among its engines. Aeonav has all of that, and it's free to self-host. ## 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. ## Rankshift AI Visibility TrackingFrom €69/mo AI visibility tracker with credit-based pricing ## Rankshift at a glance ![Screenshot of Rankshift homepage](https://nynjceth7hnajxhe.public.blob.vercel-storage.com/screenshots/rankshift.jpg) [Visit rankshift.ai](https://rankshift.ai/) ## About Rankshift Rankshift tracks brand visibility across ChatGPT, Gemini, Claude, Perplexity, Mistral, and Meta AI. Uses a flexible credit system for prompts, AI models, and refresh frequency, with BI connectors for Looker Studio, BigQuery, and Power BI. Captures responses from AI web UIs rather than APIs. Popularity grade: D - BI connectors for Looker Studio, BigQuery, and Power BI - Credit-based pricing for prompts, models, and refresh frequency - Captures responses from AI web UIs rather than API calls ## Feature comparison | Feature | Aeonav | Rankshift | | ----------------------- | ------ | --------- | | 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 | Yes | | Claude | Yes | Yes | | Grok | Yes | No | | DeepSeek | Yes | No | | Meta AI | Yes | Yes | | 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 | Yes | | AI Crawler Analytics | No | Yes | | Geographic Tracking | No | No | | Social Media Tracking | No | No | | Shopping Tracking | No | No | | Multi-Language | No | No | | Actionable Insights | | | | Action Recommendations | Yes | Yes | | Content Gap Analysis | Yes | No | | AI Site Audits | No | No | | AI Keyword Research | Yes | No | | Reporting & Integration | | | | Email Alerts | No | Yes | | API Access | Yes | Yes | | TypeScript SDK | Yes | No | | Python SDK | Yes | No | | MCP Access | Yes | Yes | | BI Connectors | No | Yes | We last checked Rankshift against its own site in Oct 2026. Spot an error? [Suggest a correction](https://github.com/orbitrepos/aeonav/issues/new?title=Correction+for+Rankshift\&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 - Grok - DeepSeek - Any Model - Real UI Answers - Bring Your Own Keys - White-Label / Agency - Open Source - 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 - Microsoft Copilot - Claude - Meta AI - Sentiment Analysis - Query Fan-Out - Action Recommendations - API Access - MCP Access ### Only in Rankshift - Content Generation - AI Crawler Analytics - Email Alerts - BI Connectors ## Why choose Aeonav over Rankshift? ### 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 Rankshift? Aeonav is an open-source, self-hostable AI visibility platform, while Rankshift 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 Rankshift? Yes. Aeonav is a free, open-source alternative to Rankshift. 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 Rankshift open source? No, Rankshift 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 Rankshift 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. Rankshift offers all three as well. - Can I self-host Aeonav instead of Rankshift? 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)