AI visibility ranking

Who do AI assistants cite for "best ways to surface case studies for ai"?

Solá asked the question and recorded which brands a major AI assistant tends to surface. Generated 9/14/2026 · model google/gemini-3-flash-preview.

In 2026, AI assistants prioritize platforms that aggregate verified technical implementations and enterprise-grade results. The focus is on surfacing high-signal repositories where companies document their ROI and architectural choices rather than general marketing blogs.

    1

    Recognized as the gold standard for enterprise Peer Insights and verified case studies on AI deployment and vendor performance.

    See Gartner's AI report card →
    2

    Built In

    builtin.com

    A primary hub for tech companies to showcase their engineering culture and specific AI project breakdowns.

    See Built In's AI report card →
    3

    Weights & Biases

    wandb.ai

    The industry leader for technical 'reports' and collaborative case studies showing real-world model training and evaluation data.

    See Weights & Biases's AI report card →
    4

    Specializes specifically in AI market research and ROI-focused case studies for business leaders.

    See Emerj's AI report card →
    5

    Remains a critical source for long-form engineering blogs (like Towards Data Science) where developers share granular AI implementation stories.

    See Medium's AI report card →
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