AI Visibility Tracking

Elmo vs LLMtel

Elmo is an open-source, self-hostable alternative to LLMtel, 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.

Limited market presence

LLMtel appears to be a very early-stage product with limited adoption. Information on this page may be incomplete, and the tool's availability or feature set could change.

Elmo

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.

LLMtel

AI Visibility TrackingFree Tier

One-click checks across 13+ chatbots with a before-and-after score

LLMtel at a glance

Screenshot of LLMtel homepage

About LLMtel

LLMtel asks 13 or more AI chatbots what they know about a brand, campaign, or keyword and returns a report of which tools mention it and how well that matches the intended positioning. Its workflow is built around proving campaign impact: follow the step-by-step fixes — add a Wikipedia page, adjust meta tags, improve site structure — then re-run the check for a before-and-after score. Separate tracks exist for brand managers, agencies, PR, startups, and enterprise.

Popularity grade: D

  • Queries 13+ chatbots in one check rather than a fixed engine set
  • Built around before-and-after scoring to evidence a campaign
  • Free check from an email address, no card

Feature comparison

FeatureElmoLLMtel
Core Tracking
Multi-LLM Tracking
AI Visibility Score
Citation Analytics
Competitor Benchmarking
Brand Mention Tracking
Platform
White-Label / Agency
Open Source
Content Generation
Advanced Analytics
Prompt Volume Estimates
Sentiment Analysis
AI Crawler Analytics
Geographic Tracking
Social Media Tracking
Shopping Tracking
Multi-Language
Actionable Insights
Action Recommendations
Content Gap Analysis
AI Site Audits
AI Keyword Research
Reporting & Integration
Email Alerts
Data Export / API
BI Connectors

Key differences

Only in Elmo

  • Citation Analytics
  • Open Source
  • Data Export / API

Both offer

  • Multi-LLM Tracking
  • AI Visibility Score
  • Competitor Benchmarking
  • Brand Mention Tracking
  • White-Label / Agency

Only in LLMtel

  • Action Recommendations
  • AI Site Audits

Why choose Elmo over LLMtel?

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, even when we release a cloud version of Elmo.

No vendor lock-in

Export everything, fork the code, or migrate at any time. You own all of your data and have the right to use it wherever you want.

Built to last

Bootstrapped and sustainable. No investors pushing towards dark patterns. We'll outlast the companies taking too much VC money.

/ FAQ

Frequently Asked Questions

What is the difference between Elmo and LLMtel?
Elmo is an open-source, self-hostable AI visibility platform, while LLMtel 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 LLMtel?
Yes. Elmo is a free, open-source alternative to LLMtel. 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 LLMtel open source?
No, LLMtel is a closed-source, hosted product, so you cannot inspect how its metrics are calculated. Elmo is fully open source — you can audit the code, self-host it on your own infrastructure, and avoid vendor lock-in.
Can I self-host Elmo instead of LLMtel?
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, Claude, and Google AI Overviews talk about your brand.