{"version":"1.0","type":"card","id":"d6671d88-3e22-4755-8c71-252a2fa6eae5","url":"https://stacklist.com/card/d6671d88-3e22-4755-8c71-252a2fa6eae5","title":"Peec Server-Logs Guide: Why Server Logs are Crucial for AI Search Strategy","source_url":"https://peec.ai/blog/why-server-logs-are-crucial-for-ai-search-strategy","note":"Explains the three categories of AI bot traffic: training bots, search/indexing bots, and user-query bots and why telling them apart matters for reading your own logs.\n","image":{"url":"https://ucarecdn.com/a75d4a59-62bc-4c92-8a4d-80939ec74034/","alt":"Peec Server-Logs Guide: Why Server Logs are Crucial for AI Search Strategy","width":1080,"height":1080},"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":"2026-07-17T05:58:07.784Z","updated_at":null,"aco":{"summary":"Server logs are crucial for understanding AI search visibility and performance, revealing whether key AI bots are blocked or uninterested in your domain. The guide explains three types of AI bots—training bots, search/indexing bots, and retrieval bots—and how to analyze server logs to optimize your AI search strategy.","tags":["server-logs","ai-search","seo","web-crawlers","ai-bots","search-indexing","content-visibility"],"key_entities":[{"name":"Tomek Rudzki","type":"person","confidence":0.95},{"name":"Metehan Yesilyurt","type":"person","confidence":0.9},{"name":"GPTBot","type":"technology","confidence":0.95},{"name":"OAI-SearchBot","type":"technology","confidence":0.95},{"name":"ChatGPT-User","type":"technology","confidence":0.95},{"name":"Common Crawl","type":"technology","confidence":0.95},{"name":"GPT-3","type":"technology","confidence":0.95},{"name":"T5","type":"technology","confidence":0.9},{"name":"Peec AI","type":"organization","confidence":0.9},{"name":"AI-search-strategy","type":"concept","confidence":0.95},{"name":"server-logs-analysis","type":"concept","confidence":0.95}],"classification":"tutorial","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-07-17T05:58:17.907Z"},"token_counts":{"approximate":3862,"cl100k":3212},"content_hash":"sha256:fe7a505c603c91799e11c495836f6332d602ebfe5e8d4678464ee6c97810ebfd","acp_version":"0.2","body_available":true,"body_tokens":3862,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/d6671d88-3e22-4755-8c71-252a2fa6eae5.json","html":"https://stacklist.com/card/d6671d88-3e22-4755-8c71-252a2fa6eae5","md":"/api/public/card/d6671d88-3e22-4755-8c71-252a2fa6eae5.md","stack_json":"/api/public/stack/cf7657c1-0c75-409d-858f-26cf4f64eac1.json"}}