{"version":"1.0","type":"card","id":"18f27863-d26e-4cc0-9e03-33bb990c4399","url":"https://stacklist.com/card/18f27863-d26e-4cc0-9e03-33bb990c4399","title":"The Audit Loop","source_url":null,"note":"The four-step loop this whole toolkit runs on from raw keywords to a ranked list of content gaps. Everything else here is a tool for executing one row of this table. Repeat on a schedule, since answers drift over time.\n","image":{"url":"https://ucarecdn.com/bea23bef-30d6-488c-b4ef-addac503f604/","alt":"The Audit Loop","width":2160,"height":2160},"stack":{"id":"d9963da4-af48-45ff-ab47-c0c5c448637a","title":"AI Visibility Audit Toolkit","url":"https://stacklist.com/stack/d9963da4-af48-45ff-ab47-c0c5c448637a"},"created_at":"2026-07-17T02:14:05.805Z","updated_at":null,"aco":{"summary":"The Audit Loop-selection is a visual framework or diagram depicting the iterative process of audit selection and evaluation. It represents a systematic approach to conducting audits through cyclical selection mechanisms.","tags":["audit","loop-selection","audit-process","quality-assurance","control"],"key_entities":[{"name":"Audit Loop-selection","type":"concept","confidence":0.95},{"name":"audit process","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":"2026-07-17T02:14:11.771Z"},"token_counts":{"approximate":14,"cl100k":9},"content_hash":"sha256:502f88e8f920af3ff859d818714e4fa5a2567a0c0228af87282db349853ddd48","acp_version":"0.2","body_available":true,"body_tokens":14,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/18f27863-d26e-4cc0-9e03-33bb990c4399.json","html":"https://stacklist.com/card/18f27863-d26e-4cc0-9e03-33bb990c4399","md":"/api/public/card/18f27863-d26e-4cc0-9e03-33bb990c4399.md","stack_json":"/api/public/stack/d9963da4-af48-45ff-ab47-c0c5c448637a.json"}}