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    LinkedIn and X carry the worst AI slop problem, Pangram data shows
    ai-content-detection
    LinkedIn
    social-media-data
    July 31, 2026
    •5 min read
    Lucy Hall
    Lucy HallView profile →

    LinkedIn and X carry the worst AI slop problem, Pangram data shows

    New analysis of over 1 million social media posts reveals LinkedIn's AI content problem is structural: the platform accounts for 62% of all detected machine-generated posts despite making up only a third of scanned content.

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