Open-source tool reveals LLM citation gaps for websites

A developer has created an open-source tool called `llm-visibility` to address the lack of visibility into how LLMs like Claude cite specific domains. This tool, integrated into the `seo-agent` project, queries AI models with target keywords and checks if a given domain appears in the response. The developer found that two of his own domains had 0% and 15% visibility, respectively, despite ranking well on Google, highlighting a significant gap in understanding LLM presence. AI

IMPACT Provides SEO professionals with a tool to measure website visibility in LLM responses, a new and critical surface for content.

RANK_REASON This is a new open-source tool release for SEO professionals.

Read on dev.to — LLM tag →

• AIclicks
• Cairrot
• ChatGPT
• Claude
• Claude Haiku
• dannwaneri.com
• Google
• LLMrefs
• Perplexity
• seo-agent
• SerpApi
• Slate

• product
• other

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