{"version":"1.0","type":"card","id":"c6ba5f83-b1a2-45cb-b77e-5e798b47a66e","url":"https://stacklist.com/card/c6ba5f83-b1a2-45cb-b77e-5e798b47a66e","title":"Maximizing AI for LinkedIn: Avoiding Common Pitfalls","source_url":"https://x.com/paolo_scales/status/2082330528506675418?s=12","note":"This page discusses the challenges faced by founders using AI for LinkedIn content creation and outlines a structured approach to improve engagement. It emphasizes the importance of quality inputs and a thorough editing process to enhance the effectiveness of AI-generated posts.","image":{"url":"https://ucarecdn.com/c2f212d4-e809-4eff-b677-24581f29e960/","alt":"Maximizing AI for LinkedIn: Avoiding Common Pitfalls","width":48,"height":48},"stack":{"id":"7c5a8832-3368-4e35-961e-f9273bcef8cc","title":"GTM Tools","url":"https://stacklist.com/c/business/stack/7c5a8832-3368-4e35-961e-f9273bcef8cc"},"created_at":"2026-07-29T20:47:25.580Z","updated_at":null,"aco":{"summary":"Paolo Scales reveals why AI-generated LinkedIn content gets suppressed by the algorithm and provides a systematic framework to fix it. The solution involves three critical inputs (skill file, proof assets, customer voice data) and a five-step sprint with an anti-slop editing pass that catches structural AI patterns most founders skip.","tags":["ai-content","linkedin-strategy","algorithm-optimization","prompt-engineering","content-creation","anti-slop","founder-growth"],"key_entities":[{"name":"Paolo Scales","type":"person","confidence":0.95},{"name":"Paolo Trivellato","type":"person","confidence":0.9},{"name":"Claude","type":"technology","confidence":0.95},{"name":"Sonnet 5","type":"technology","confidence":0.85},{"name":"LinkedIn","type":"organization","confidence":0.98},{"name":"LinkedIn Algorithm","type":"concept","confidence":0.95},{"name":"AI Slop Detection","type":"concept","confidence":0.9},{"name":"ICP Voice-of-Customer Data","type":"concept","confidence":0.85}],"classification":"framework","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-07-29T20:43:34.675Z"},"token_counts":{"approximate":955,"cl100k":884},"content_hash":"sha256:1000d3224a329394b789b97844dc35dd5945c63a80af54de4ef0888510d94e1f","acp_version":"0.2","body_available":true,"body_tokens":955,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/c6ba5f83-b1a2-45cb-b77e-5e798b47a66e.json","html":"https://stacklist.com/card/c6ba5f83-b1a2-45cb-b77e-5e798b47a66e","md":"/api/public/card/c6ba5f83-b1a2-45cb-b77e-5e798b47a66e.md","stack_json":"/api/public/stack/7c5a8832-3368-4e35-961e-f9273bcef8cc.json"}}