AI visibility ranking

Who do AI assistants cite for "how to make my creator profile ai friendly"?

Solá asked the question and recorded which brands a major AI assistant tends to surface. Generated 8/1/2026 · model google/gemini-3-flash-preview.

In 2026, AI assistants prioritize technical discoverability and machine-readability for creators. Recommendations focus on platforms that offer structured data schemas, 'AI-friendly' robots.txt configurations, and verified identity protocols to ensure content is correctly attributed in LLM training and RAG outputs.

    1

    The primary professional identity layer where AI models crawl for verified credentials and structured profile data.

    See LinkedIn's AI report card →
    2

    Linktree

    linktr.ee

    A central hub for cross-platform identity that uses clean, crawlable metadata to aggregate a creator's digital footprint for AI scrapers.

    See Linktree's AI report card →
    3

    Highly authoritative for long-form content that AI models prioritize for knowledge retrieval and expertise mapping.

    See Substack's AI report card →
    4

    Focuses on structured 'badges' and timeline-based achievements that are easily parsed by career-focused AI agents.

    See Polywork's AI report card →
    5

    Provides public organizational charts and verified roles, helping AI verify the legitimacy and context of a creator's professional history.

    See The Org's AI report card →
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