Aeonav vs Geostar
Aeonav is an open-source, self-hostable alternative to Geostar, an e-commerce 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
Geostar doesn't list Google AI Mode, Microsoft Copilot, or Grok among its engines and has no API or MCP server. Aeonav has all of that, and it's free to self-host.
Aeonav
Open-source AEO platform. Self-host for free, forever. Track AI visibility across ChatGPT, Claude, and Google AI Overviews with full transparency.
Geostar
Managed GEO agency for Shopify and DTC brands
About Geostar
Geostar is a managed service rather than software: it runs catalog optimization, content, schema, citations, and monthly reporting for Shopify and DTC brands, with playbooks split by vertical — apparel, beauty, health and supplements, home, pet, food and beverage. It runs Geostar University and a certified agency directory, and publishes research on AI writing patterns and their detection.
Popularity grade: D
- Delivered as a managed retainer, not a self-serve dashboard
- Vertical playbooks for apparel, beauty, supplements, pet, and food brands
- Runs a certification program and directory for partner agencies
Feature comparison
| Feature | Aeonav | Geostar |
|---|---|---|
| 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 | No |
| 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 / Agency | Yes | Yes |
| Open Source | Yes | No |
| Content Generation | No | Yes |
| Advanced Analytics | ||
| Prompt Volume Estimates | No | No |
| Sentiment Analysis | Yes | No |
| 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 | No | Yes |
| AI Keyword Research | Yes | No |
| 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 Geostar against its own site in Oct 2026. Spot an error? Suggest a correction or edit the data on GitHub.
Key differences
Only in Aeonav
- Google AI Mode
- Microsoft Copilot
- Grok
- DeepSeek
- Meta AI
- Any Model
- Real UI Answers
- Bring Your Own Keys
- Open Source
- Sentiment Analysis
- Query Fan-Out
- AI Keyword Research
- 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
- White-Label / Agency
- Action Recommendations
- Content Gap Analysis
Only in Geostar
- Content Generation
- Shopping Tracking
- AI Site Audits
Why choose Aeonav over Geostar?
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 Geostar?
- Aeonav is an open-source, self-hostable AI visibility platform, while Geostar is a closed-source e-commerce 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 Geostar?
- Yes. Aeonav is a free, open-source alternative to Geostar. 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 Geostar open source?
- No, Geostar 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 Geostar 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. We have not found Geostar offering sentiment analysis, API access, or an MCP server.
- Can I self-host Aeonav instead of Geostar?
- 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.