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AI Visibility Tool Directory

Elmo vs Brandlight

Elmo is an open-source, self-hostable alternative to Brandlight, 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

Brandlight has no API or MCP server. Elmo has all of that, and it's free to self-host.

Elmo

Open SourceSelf-HostedWhite-Label

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.

Brandlight

AI Visibility Tracking

Managed enterprise AI visibility with content, shopping, and AI ads modules

Brandlight at a glance

Screenshot of Brandlight homepage
Visit brandlight.ai

About Brandlight

Brandlight sells to enterprise marketing teams as a platform plus a dedicated strategist, and builds the prompt set for customers rather than letting them write it. It tracks 12 engines across 10 markets, but runs every question weekly rather than daily. Modules cover page fixes, drafted content, AI shopping placement, and ChatGPT ads. Impact tracking measures each change's contribution to citations and visibility, not revenue. Pricing is not public.

Popularity grade: B

  • Enterprise-only positioning with Fortune 500 customers and SOC 2 Type 2
  • Measures and optimizes AI ads as a distinct module
  • Weekly runs across 12 engines and 10 local-language markets

Feature comparison

FeatureElmoBrandlight
Core Tracking
Multi-LLM TrackingYesYes
AI Visibility ScoreYesYes
Citation AnalyticsYesYes
Competitor BenchmarkingYesYes
Brand Mention TrackingYesYes
AI Engines
ChatGPTYesYes
Google AI OverviewsYesYes
Google AI ModeYesYes
GeminiYesYes
PerplexityYesYes
Microsoft CopilotYesYes
ClaudeYesYes
GrokYesYes
DeepSeekYesYes
Meta AIYesNo
Any ModelYesNo
Real UI AnswersYesNo
Bring Your Own KeysYesNo
Platform
White-LabelYesNo
Open SourceYesNo
Content GenerationNoYes
Advanced Analytics
Prompt Volume EstimatesNoNo
Sentiment AnalysisYesYes
Query Fan-OutYesNo
AI Crawler AnalyticsNoYes
Geographic TrackingNoYes
Social Media TrackingNoNo
Shopping TrackingNoYes
Multi-LanguageNoYes
Actionable Insights
Action RecommendationsYesYes
Content Gap AnalysisYesYes
AI Site AuditsYesYes
AI Keyword ResearchYesYes
Reporting & Integration
Email AlertsNoNo
API AccessYesNo
TypeScript SDKYesNo
Python SDKYesNo
MCP AccessYesNo
BI ConnectorsNoNo

We last checked Brandlight against its own site in Nov 2026. Spot an error? Suggest a correction or edit the data on GitHub.

Key differences

Only in Elmo

  • Meta AI
  • Any Model
  • Real UI Answers
  • Bring Your Own Keys
  • White-Label
  • Open Source
  • Query Fan-Out
  • 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
  • Microsoft Copilot
  • Claude
  • Grok
  • DeepSeek
  • Sentiment Analysis
  • Action Recommendations
  • Content Gap Analysis
  • AI Site Audits
  • AI Keyword Research

Only in Brandlight

  • Content Generation
  • AI Crawler Analytics
  • Geographic Tracking
  • Shopping Tracking
  • Multi-Language

Why choose Elmo over Brandlight?

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 Brandlight?
Elmo is an open-source, self-hostable AI visibility platform, while Brandlight 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 Brandlight?
Yes. Elmo is a free, open-source alternative to Brandlight. 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 Brandlight open source?
No, Brandlight 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 Brandlight 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. Brandlight offers sentiment analysis, but we have not found it offering API access or an MCP server.
Can I self-host Elmo instead of Brandlight?
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.

Deploy ElmoView on GitHub