{"version":"1.0","type":"card","id":"eff286b9-c538-4eb7-a276-d8f584bcdaf9","url":"https://stacklist.com/card/eff286b9-c538-4eb7-a276-d8f584bcdaf9","title":"Why a Human-Picked List Beats an AI Listicle","source_url":null,"note":"Generic AI listicles say nothing. The Detail Test is how you write recommendations that read as human, to readers and to answer engines alike.","image":{"url":"https://ucarecdn.com/f243d4dc-4d79-481b-adfd-bb55cd03638e/","alt":"Why a Human-Picked List Beats an AI Listicle","width":2600,"height":1800},"stack":{"id":"23da5a32-1463-40df-80e9-2f47f44f88c1","title":"Stacklist Articles, by the Stacklist team","url":"https://stacklist.com/c/business/stack/23da5a32-1463-40df-80e9-2f47f44f88c1"},"created_at":"2026-10-03T04:07:33.543Z","updated_at":null,"aco":{"summary":"Human-curated recommendation lists outperform generic AI listicles because they provide specific, personally-annotated details that prove actual use and earn citations from search engines. The Detail Test evaluates whether only someone who actually used a service could write a given note, distinguishing trustworthy recommendations from commodity content.","tags":["human-curation","content-strategy","ai-listicles","seo","detail-test","recommendations","discovery"],"key_entities":[{"name":"Kyle Hudson","type":"person","confidence":0.95},{"name":"Google","type":"organization","confidence":0.9},{"name":"AI assistants","type":"technology","confidence":0.85},{"name":"Detail Test","type":"concept","confidence":0.95},{"name":"human curation","type":"concept","confidence":0.9},{"name":"Marietta","type":"location","confidence":0.7}],"classification":"analysis","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-10-03T04:07:36.697Z"},"token_counts":{"approximate":2709,"cl100k":2381},"content_hash":"sha256:be962f54df25117ddd5d94d1a982c49b53222ceabcf3444bd77532e52c4c7091","acp_version":"0.2","body_available":true,"body_tokens":2709,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/eff286b9-c538-4eb7-a276-d8f584bcdaf9.json","html":"https://stacklist.com/card/eff286b9-c538-4eb7-a276-d8f584bcdaf9","md":"/api/public/card/eff286b9-c538-4eb7-a276-d8f584bcdaf9.md","stack_json":"/api/public/stack/23da5a32-1463-40df-80e9-2f47f44f88c1.json"}}