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Llumo
About Llumo
Llumo monitors how AI search engines such as ChatGPT, Gemini, Perplexity and others mention or cite a brand, providing visibility tracking across multiple models. The platform captures mentions, citations, competitor references and share of voice metrics to show how often a brand appears in AI responses compared to others in the same market. It tracks the underlying queries and keyword expansions that AI engines generate from user prompts, revealing how searches are interpreted or broadened. Users can inspect individual AI responses to see which brands were included, which sources were cited, and the reasoning behind each answer. The tool aggregates visibility scores per prompt across models, highlights citation patterns, and identifies domains most frequently referenced by AI. It also surfaces opportunities to improve content, optimize pages, and build brand mentions based on the data. Visibility trends, competitor comparisons, and performance over time are displayed in a dashboard that centralizes AI visibility metrics.
Key features
- Visibility tracking across multiple AI models
- Per-prompt visibility scores with competitor trend lines
- Share of voice analysis against competitors
- Query fan-out tracking of AI search behavior
- Citation analysis of domains referenced by AI
- Full-text search and tagging for prompts
- Historical visibility trend monitoring
- Dashboard for AI visibility metrics and comparisons
Use cases
- Monitoring brand mentions in AI search responses
- Identifying content gaps and optimization opportunities
- Comparing brand visibility against competitors in AI results
Pros
- Free platform with no monthly software subscription
- Supports multiple AI models including ChatGPT, Gemini, Perplexity, Grok, Mistral, DeepSeek, and Copilot
- Allows users to bring their own API keys and pay only provider infrastructure costs
- Provides per-prompt visibility scores, competitor trend lines, and share of voice metrics
- Includes full-text search, tagging, and historical tracking of prompts
Cons
- Limited to 200 prompts per day on the free tier
- Requires users to provide their own API keys for AI model access
- No enterprise features such as advanced automation or custom integrations
- Only tracks AI visibility and does not directly influence search rankings
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Frequently asked questions about Llumo
What is Llumo and what does it do?
Llumo is a free AI search visibility tracking tool that monitors how AI search engines like ChatGPT, Gemini, Perplexity, and others mention or cite a brand. It provides visibility tracking across multiple models, capturing mentions, citations, competitor references, and share of voice metrics.
Who should use Llumo?
Llumo is designed for brands, marketers, and agencies looking to understand their visibility in AI-generated responses. It helps users identify opportunities to improve content, optimize pages, and build brand mentions based on AI search data.
How does Llumo track AI visibility?
Llumo tracks AI visibility by capturing per-prompt scores across models, analyzing share of voice, and examining citation patterns. It also reveals the underlying queries and keyword expansions that AI engines generate from user prompts.
Does Llumo charge for its services?
Llumo offers a free license for its core platform, but users must connect their own provider credentials and pay the underlying infrastructure costs directly. There are no monthly software subscription fees or artificial prompt limits.
Can Llumo track any AI model?
Yes, Llumo supports tracking across a wide range of AI models, including ChatGPT, Claude, Gemini, Grok, Mistral, DeepSeek, Perplexity, Copilot, and Google AI Mode, among others.
How can I get started with Llumo?
To get started, users can sign up for a free account on Llumo’s website, connect their own AI provider keys, and begin tracking visibility metrics across the supported AI models. A live demo is also available for exploration.
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Last Update: 9 days ago