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  "url": "https://www.lightsite.ai/blog/ai-bot-behavior-beyond-server-logs",
  "headline": "What AI Bot Traffic Can Actually Tell You",
  "description": "AI bots already show up in your logs. Here is what their behaviour can tell you beyond request counts \u2014 and which of those signals change marketing decisions.",
  "datePublished": "2026-08-30T16:24:08.137934+00:00",
  "dateModified": "2026-08-30T16:24:08.137934+00:00",
  "author": {
    "@id": "https://www.lightsite.ai/#founder"
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    "AI bot behavior",
    "AI bot traffic",
    "AI bot analytics",
    "server logs AI crawlers",
    "GPTBot",
    "path diversity",
    "AI CTR"
  ],
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  "image": "https://www.lightsite.ai/images/ai-bot-behavior-beyond-server-logs.webp"
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