{"version":"1.0","type":"card","id":"d6132d07-9599-472c-8825-4c3526cf159e","url":"https://stacklist.com/card/d6132d07-9599-472c-8825-4c3526cf159e","title":"Audit Loop Card Template","source_url":null,"note":"The checklist details a process for analyzing website logs to identify AI bot crawling patterns and most-crawled URLs. It then outlines steps to evaluate a website's content presence, mentions, and citations across major AI models like ChatGPT, Gemini, Perplexity, and Claude, to identify gaps, implement fixes, and monitor trends monthly.","image":{"url":"https://ucarecdn.com/b6155bd2-b33c-4fbe-ae52-be2bd414addc/","alt":"Audit Loop Card Template","width":2160,"height":2160},"stack":{"id":"cf7657c1-0c75-409d-858f-26cf4f64eac1","title":"Measurement Toolkit (Crawl/Serve/Cite)","url":"https://stacklist.com/stack/cf7657c1-0c75-409d-858f-26cf4f64eac1"},"created_at":"2026-07-17T05:50:26.225Z","updated_at":null,"aco":{"summary":"Audit Loop Card Template is a quick-reference checklist for monitoring AI bot activity and content presence across search engines and AI platforms. The process involves analyzing server logs, running prompts across multiple AI models, and tracking monthly trends to identify gaps and improvements.","tags":["audit","checklist","ai-monitoring","seo","content-analysis","bot-detection","monthly-tracking"],"key_entities":[{"name":"ChatGPT","type":"technology","confidence":0.95},{"name":"Gemini","type":"technology","confidence":0.95},{"name":"Perplexity","type":"technology","confidence":0.95},{"name":"Claude","type":"technology","confidence":0.95},{"name":"AI bot hits","type":"concept","confidence":0.9},{"name":"user-agent analysis","type":"concept","confidence":0.85},{"name":"content presence scoring","type":"concept","confidence":0.8}],"classification":"checklist","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-09-23T10:38:57.501Z"},"token_counts":{"approximate":134,"cl100k":278},"content_hash":"sha256:7255f911d2e0a3a96b0ec649d778420d10b595b83e940aa0ecd17da4a689c20e","acp_version":"0.2","body_available":true,"body_tokens":134,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/d6132d07-9599-472c-8825-4c3526cf159e.json","html":"https://stacklist.com/card/d6132d07-9599-472c-8825-4c3526cf159e","md":"/api/public/card/d6132d07-9599-472c-8825-4c3526cf159e.md","stack_json":"/api/public/stack/cf7657c1-0c75-409d-858f-26cf4f64eac1.json"}}