Elmo vs AEO Vision
Elmo is an open-source, self-hostable alternative to AEO Vision, 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
AEO Vision doesn't list Microsoft Copilot or Grok among its engines and has no API or MCP server. Elmo has all of that, and it's free to self-host.
Elmo
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.
AEO Vision
Six-engine tracking with Reddit citation and sponsored-placement reporting
About AEO Vision
AEO Vision tracks prompts across ChatGPT, Perplexity, Gemini, Claude, Google AI Mode, and AI Overviews, auto-generating a prompt set and discovering competitors from a domain rather than requiring manual setup. Beyond mentions and sentiment it reports which Reddit threads AI platforms cite when answering a brand's prompts, broken out by subreddit, and tracks sponsored placements appearing in AI answers. Plans start at $9/month with separate agency pricing.
Popularity grade: D
- Reddit Insights reports which threads and subreddits AI cites for a brand's prompts
- Tracks sponsored placements inside AI answers alongside organic mentions
- Auto-generates prompts and discovers competitors from just a domain
Feature comparison
| Feature | Elmo | AEO Vision |
|---|---|---|
| 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 | 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 | Yes | Yes |
| 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 | Yes |
| Shopping Tracking | No | No |
| Multi-Language | No | No |
| Actionable Insights | ||
| Action Recommendations | Yes | Yes |
| Content Gap Analysis | Yes | Yes |
| AI Site Audits | Yes | No |
| 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 AEO Vision against its own site in Oct 2026. Spot an error? Suggest a correction or edit the data on GitHub.
Key differences
Only in Elmo
- Microsoft Copilot
- Grok
- DeepSeek
- Meta AI
- Any Model
- Real UI Answers
- Bring Your Own Keys
- Open Source
- Query Fan-Out
- AI Site Audits
- 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
- Google AI Mode
- Gemini
- Perplexity
- Claude
- White-Label
- Sentiment Analysis
- Action Recommendations
- Content Gap Analysis
- AI Keyword Research
Only in AEO Vision
- Content Generation
- Social Media Tracking
Why choose Elmo over AEO Vision?
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 AEO Vision?
- Elmo is an open-source, self-hostable AI visibility platform, while AEO Vision 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 AEO Vision?
- Yes. Elmo is a free, open-source alternative to AEO Vision. 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 AEO Vision open source?
- No, AEO Vision 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 AEO Vision 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. AEO Vision offers sentiment analysis, but we have not found it offering API access or an MCP server.
- Can I self-host Elmo instead of AEO Vision?
- 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.