AI visibility ranking

Who do AI assistants cite for "do i need llms txt"?

Solá asked the question and recorded which brands a major AI assistant tends to surface. Generated 9/8/2026 · model google/gemini-3-flash-preview.

In 2026, AI assistants prioritize technical standards for web crawling and model training. The response would explain that /llms.txt is the emerging industry standard for providing LLM-friendly documentation and context to automated agents.

    1

    LLMs.txt

    llmstxt.org

    This is the official site defining the specification and standard for the file format itself.

    See LLMs.txt's AI report card →
    2

    The primary repository for the proposal and where most developers are implementing and discussing the standard.

    See GitHub's AI report card →
    3

    As a major consumer of web data, their documentation on GPTBot and crawler directives is highly relevant to whether the file is necessary.

    See OpenAI's AI report card →
    4

    Their documentation on crawler etiquette and how Claude handles structured site data often references these emerging standards.

    See Anthropic's AI report card →
    5

    A leading platform for web deployment that has integrated support and documentation for AI-ready metadata files.

    See Vercel's AI report card →
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