Aeonav vs Mentions
Aeonav is an open-source, self-hostable alternative to Mentions, 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
Mentions doesn't list Google AI Mode or Microsoft Copilot 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.
Mentions
Eight-model tracking including Llama, with crawler analytics
About Mentions
Mentions tracks brand presence across ChatGPT, Perplexity, Claude, Grok, Gemini, DeepSeek, AI Overview, and Llama, comparing visibility per model and reporting what each one actually says about a brand. It adds sentiment analysis, real-time competitor comparison, and a crawler view, with an agent that handles repetitive follow-up work.
Popularity grade: D
- Tracks Llama alongside the usual seven engines
- Per-model view of what each assistant says, not just whether it mentions you
- Crawler analytics bundled with answer tracking
Feature comparison
| Feature | Aeonav | Mentions |
|---|---|---|
| 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 | Yes |
| Meta AI | Yes | Yes |
| 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 | No |
| Advanced Analytics | ||
| Prompt Volume Estimates | No | No |
| Sentiment Analysis | Yes | Yes |
| Query Fan-Out | Yes | No |
| 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 | Yes |
| AI Site Audits | No | No |
| 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 Mentions 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
- Any Model
- Real UI Answers
- Bring Your Own Keys
- Open Source
- 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
- Grok
- DeepSeek
- Meta AI
- White-Label / Agency
- Sentiment Analysis
- Action Recommendations
- Content Gap Analysis
Only in Mentions
- AI Crawler Analytics
Why choose Aeonav over Mentions?
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 Mentions?
- Aeonav is an open-source, self-hostable AI visibility platform, while Mentions 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 Mentions?
- Yes. Aeonav is a free, open-source alternative to Mentions. 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 Mentions open source?
- No, Mentions 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 Mentions 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. Mentions offers sentiment analysis, but we have not found it offering API access or an MCP server.
- Can I self-host Aeonav instead of Mentions?
- 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.