{"summary":"LinkedIn risk: HIGH. Recycled self-promotion / repeated ideas (high); AI-generated with minimal human input (high). At stake: posts dropped from recommendations (still shown to connections and followers).","platform":"linkedin","overall_risk":"high","flags":[{"rule":"Recycled self-promotion / repeated ideas","risk":"high","why":"LinkedIn targets engagement bait, recycled self-promotion and generic content lacking originality.","source":"https://mediacopilot.ai/linkedin-ai-slop-crackdown/"},{"rule":"AI-generated with minimal human input","risk":"high","why":"LinkedIn reduces the reach of posts that appear AI-generated with minimal human input, including tell-tale constructions like \"it's not X, it's Y\".","source":"https://mediacopilot.ai/linkedin-ai-slop-crackdown/"}],"keep_it_safe":["Lead with a perspective, data or experience of your own","Cut engagement bait and recycled self-promotion","Edit out generic AI phrasing before posting"],"threshold_note":"Neither platform publishes a numeric threshold; YouTube's Halprin said channels with too much repetitive, low-effort or manipulative content lose monetization but did not define how much. Risk levels are this tool's reading of the reported rules.","context":[{"fact":"LinkedIn announced new steps to reduce the reach of posts that appear to be generated by AI with minimal human input.","quote":"The company announced new steps this week to reduce the reach of posts that look like they were pumped out by a language model with minimal human input.","source":"https://mediacopilot.ai/linkedin-ai-slop-crackdown/","reported":"2026-05-18"},{"fact":"The changes target engagement bait, recycled self-promotion, and generic content that lacks authenticity and originality.","quote":"they’ll target engagement bait, recycled self-promotion, and “generic” content that “lacks the authenticity and originality,”","source":"https://mediacopilot.ai/linkedin-ai-slop-crackdown/","reported":"2026-05-18"},{"fact":"LinkedIn is also targeting posts and comments with obvious signs of AI writing, including the 'it’s not X, it’s Y' construction.","quote":"The platform is also going after posts and comments with obvious signs of AI writing, including the “it’s not X, it’s Y” construction","source":"https://mediacopilot.ai/linkedin-ai-slop-crackdown/","reported":"2026-05-18"},{"fact":"LinkedIn says its engineers worked with the in-house editorial team to identify engagement patterns that distinguish perspective, context, or expertise from repeated existing ideas.","quote":"says its engineers worked with the in-house editorial team to identify “patterns in how members engage, recognizing what adds perspective, context, or expertise versus what simply repeats existing ideas without contributing anything new.”","source":"https://mediacopilot.ai/linkedin-ai-slop-crackdown/","reported":"2026-05-18"},{"fact":"Posts flagged by the system will no longer appear in other users’ recommendations but will remain visible to direct connections and followers.","quote":"Posts flagged by this system will no longer appear in other users’ recommendations, but they will still be visible to a person’s direct connections and followers.","source":"https://mediacopilot.ai/linkedin-ai-slop-crackdown/","reported":"2026-05-18"}],"sources":[{"title":"LinkedIn’s war on AI filler: Here’s what gets suppressed","url":"https://mediacopilot.ai/linkedin-ai-slop-crackdown/","date":"2026-05-18"}],"disclosure":"Sponsored tool by oasy.ai (test brand in an Oasy ad experiment). Facts come from The Media Copilot's reporting; each one links its article and quotes it.","docs":"https://www.oasy.ai/api/channelsafe/4s5hco6m"}