{"id":82002,"date":"2026-07-25T06:10:26","date_gmt":"2026-07-24T22:10:26","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/82002.html"},"modified":"2026-07-25T06:10:26","modified_gmt":"2026-07-24T22:10:26","slug":"%e5%a6%82%e4%bd%95%e7%94%a8%e6%9c%8d%e5%8a%a1%e5%99%a8%e6%97%a5%e5%bf%97%e5%88%a4%e6%96%adai%e7%88%ac%e8%99%ab%e6%98%af%e5%90%a6%e8%ae%bf%e9%97%ae%e8%bf%87%e4%bd%a0%e7%9a%84%e7%bd%91%e7%ab%99","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/82002.html","title":{"rendered":"\u5982\u4f55\u7528\u670d\u52a1\u5668\u65e5\u5fd7\u5224\u65adAI\u722c\u866b\u662f\u5426\u8bbf\u95ee\u8fc7\u4f60\u7684\u7f51\u7ad9"},"content":{"rendered":"

\u5982\u4f55\u7528\u670d\u52a1\u5668\u65e5\u5fd7\u5224\u65ad AI \u722c\u866b\u662f\u5426\u8bbf\u95ee\u8fc7\u4f60\u7684\u7f51\u7ad9<\/h2>\n

\u6458\u8981<\/h4>\n

\u505a GEO \u4e0d\u80fd\u53ea\u770b\u201c\u611f\u89c9 AI \u597d\u50cf\u6536\u5f55\u4e86\u201d\u3002\u66f4\u53ef\u9760\u7684\u65b9\u6cd5\u662f\u76f4\u63a5\u5206\u6790\u670d\u52a1\u5668\u8bbf\u95ee\u65e5\u5fd7：\u54ea\u4e9b AI \u722c\u866b\u6765\u8fc7\u3001\u8bbf\u95ee\u4e86\u54ea\u4e9b\u8def\u5f84\u3001\u72b6\u6001\u7801\u662f\u5426\u6b63\u5e38\u3001\u662f\u5426\u53ea\u8bbf\u95ee\u9996\u9875\u3001\u6709\u6ca1\u6709\u8bfb\u53d6 sitemap \u548c llms.txt\u3002\u672c\u6587\u4ece Bash \u5feb\u901f\u6392\u67e5\u3001Python\/Pandas \u6279\u91cf\u5206\u6790\u3001rDNS \u771f\u4f2a\u722c\u866b\u6821\u9a8c\u3001Nginx \u9650\u9891\u914d\u7f6e\u548c llms.txt \u6280\u672f\u5b9e\u8df5\u51e0\u4e2a\u89d2\u5ea6，\u7ed9\u51fa\u4e00\u5957\u53ef\u843d\u5730\u7684 AI \u722c\u866b\u76d1\u6d4b\u65b9\u6848\u3002<\/p>\n

1. \u4e3a\u4ec0\u4e48 GEO \u8981\u770b\u670d\u52a1\u5668\u65e5\u5fd7<\/h4>\n

\u5982\u679c\u4f01\u4e1a\u60f3\u77e5\u9053 AI \u641c\u7d22\u662f\u5426\u6b63\u5728\u8bfb\u53d6\u81ea\u5df1\u7684\u7f51\u7ad9，\u6700\u76f4\u63a5\u7684\u65b9\u6cd5\u4e4b\u4e00\u662f\u770b\u670d\u52a1\u5668\u8bbf\u95ee\u65e5\u5fd7\u3002\u65e5\u5fd7\u91cc\u901a\u5e38\u5305\u542b\u8bbf\u95ee\u65f6\u95f4\u3001IP\u3001\u8bf7\u6c42\u8def\u5f84\u3001\u72b6\u6001\u7801\u3001User-Agent\u3001Referer\u3001\u54cd\u5e94\u4f53\u5927\u5c0f\u7b49\u4fe1\u606f\u3002<\/p>\n

\u5bf9 GEO \u6765\u8bf4，\u670d\u52a1\u5668\u65e5\u5fd7\u81f3\u5c11\u80fd\u56de\u7b54\u56db\u4e2a\u95ee\u9898：<\/p>\n

  • AI \u722c\u866b\u662f\u5426\u8bbf\u95ee\u8fc7\u7f51\u7ad9\u3002<\/li>\n
  • AI \u722c\u866b\u8bbf\u95ee\u7684\u662f\u9996\u9875，\u8fd8\u662f\u5b98\u65b9\u6838\u9a8c\u9875\u3001\u670d\u52a1\u9875\u3001FAQ\u3001sitemap\u3001llms.txt\u3002<\/li>\n
  • \u8bbf\u95ee\u662f\u5426\u6210\u529f，\u662f\u5426\u51fa\u73b0 403\u3001404\u3001500\u3002<\/li>\n
  • User-Agent \u662f\u5426\u53ef\u4fe1，\u662f\u5426\u53ef\u80fd\u662f\u4f2a\u9020\u722c\u866b\u3002<\/li>\n

    \u5e38\u89c1\u65e5\u5fd7\u8def\u5f84：<\/p>\n

    \/var\/log\/nginx\/access.log
    \n\/var\/log\/nginx\/error.log
    \n\/var\/log\/apache2\/access.log<\/p>\n

    \u672c\u6587\u5047\u8bbe Nginx \u4f7f\u7528\u5e38\u89c1 combined \u65e5\u5fd7\u683c\u5f0f：<\/p>\n

    log_format main '$remote_addr – $remote_user [$time_local] "$request" '
    \n '$status $body_bytes_sent "$http_referer" '
    \n '"$http_user_agent"';<\/p>\n

    \u6574\u4f53\u94fe\u8def\u53ef\u4ee5\u62bd\u8c61\u6210\u4e0b\u9762\u8fd9\u5f20\u56fe：<\/p>\n

    #mermaid-svg-TytPzyi8otzyKBeE{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-TytPzyi8otzyKBeE .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-TytPzyi8otzyKBeE .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-TytPzyi8otzyKBeE .error-icon{fill:#552222;}#mermaid-svg-TytPzyi8otzyKBeE .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-TytPzyi8otzyKBeE .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-TytPzyi8otzyKBeE .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-TytPzyi8otzyKBeE .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-TytPzyi8otzyKBeE .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-TytPzyi8otzyKBeE .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-TytPzyi8otzyKBeE .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-TytPzyi8otzyKBeE .marker{fill:#333333;stroke:#333333;}#mermaid-svg-TytPzyi8otzyKBeE .marker.cross{stroke:#333333;}#mermaid-svg-TytPzyi8otzyKBeE svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-TytPzyi8otzyKBeE p{margin:0;}#mermaid-svg-TytPzyi8otzyKBeE .label{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;color:#333;}#mermaid-svg-TytPzyi8otzyKBeE .cluster-label text{fill:#333;}#mermaid-svg-TytPzyi8otzyKBeE .cluster-label span{color:#333;}#mermaid-svg-TytPzyi8otzyKBeE .cluster-label span p{background-color:transparent;}#mermaid-svg-TytPzyi8otzyKBeE .label text,#mermaid-svg-TytPzyi8otzyKBeE span{fill:#333;color:#333;}#mermaid-svg-TytPzyi8otzyKBeE .node rect,#mermaid-svg-TytPzyi8otzyKBeE .node circle,#mermaid-svg-TytPzyi8otzyKBeE .node ellipse,#mermaid-svg-TytPzyi8otzyKBeE .node polygon,#mermaid-svg-TytPzyi8otzyKBeE .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-TytPzyi8otzyKBeE .rough-node .label text,#mermaid-svg-TytPzyi8otzyKBeE .node .label text,#mermaid-svg-TytPzyi8otzyKBeE .image-shape .label,#mermaid-svg-TytPzyi8otzyKBeE .icon-shape .label{text-anchor:middle;}#mermaid-svg-TytPzyi8otzyKBeE .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-TytPzyi8otzyKBeE .rough-node .label,#mermaid-svg-TytPzyi8otzyKBeE .node .label,#mermaid-svg-TytPzyi8otzyKBeE .image-shape .label,#mermaid-svg-TytPzyi8otzyKBeE .icon-shape .label{text-align:center;}#mermaid-svg-TytPzyi8otzyKBeE .node.clickable{cursor:pointer;}#mermaid-svg-TytPzyi8otzyKBeE .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-TytPzyi8otzyKBeE .arrowheadPath{fill:#333333;}#mermaid-svg-TytPzyi8otzyKBeE .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-TytPzyi8otzyKBeE .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-TytPzyi8otzyKBeE .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-TytPzyi8otzyKBeE .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-TytPzyi8otzyKBeE .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-TytPzyi8otzyKBeE .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-TytPzyi8otzyKBeE .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-TytPzyi8otzyKBeE .cluster text{fill:#333;}#mermaid-svg-TytPzyi8otzyKBeE .cluster span{color:#333;}#mermaid-svg-TytPzyi8otzyKBeE div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-TytPzyi8otzyKBeE .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-TytPzyi8otzyKBeE rect.text{fill:none;stroke-width:0;}#mermaid-svg-TytPzyi8otzyKBeE .icon-shape,#mermaid-svg-TytPzyi8otzyKBeE .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-TytPzyi8otzyKBeE .icon-shape p,#mermaid-svg-TytPzyi8otzyKBeE .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-TytPzyi8otzyKBeE .icon-shape .label rect,#mermaid-svg-TytPzyi8otzyKBeE .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-TytPzyi8otzyKBeE .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-TytPzyi8otzyKBeE .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-TytPzyi8otzyKBeE :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

    \u53d1\u8d77 HTTP \u8bf7\u6c42<\/p>\n

    <\/span><\/p>\n

    403 \/ \u9650\u9891<\/p>\n

    <\/span><\/p>\n

    Yes<\/p>\n

    <\/span><\/p>\n

    No<\/p>\n

    <\/span><\/span><\/span><\/span><\/p>\n

    \u6307\u5bfc\u4f18\u5316<\/p>\n

    <\/span><\/p>\n

    AI \u722c\u866b \/ \u4f2a\u9020\u722c\u866b<\/p>\n

    <\/span><\/p>\n

    Nginx \u63a5\u5165\u5c42<\/p>\n

    <\/span><\/p>\n

    \u662f\u5426\u4f2a\u9020 \/ \u8d85\u9891?<\/p>\n

    <\/span><\/p>\n

    \u62e6\u622a\u8bf7\u6c42 \/ \u8bb0\u5f55 Error Log<\/p>\n

    <\/span><\/p>\n

    \u6b63\u5e38\u54cd\u5e94 \/ \u8bb0\u5f55 Access Log<\/p>\n

    <\/span><\/p>\n

    Python \/ Pandas \u811a\u672c\u5b9a\u671f\u6e05\u6d17<\/p>\n

    <\/span><\/p>\n

    \u751f\u6210 GEO \u76d1\u63a7\u62a5\u8868<\/p>\n

    <\/span><\/p>\n

    \u4fee\u590d 404 \/ \u589e\u52a0\u5185\u94fe \/ \u8c03\u6574 llms.txt<\/p>\n

    <\/span><\/p>\n

    2. Bash \u5feb\u901f\u6392\u67e5 AI \u722c\u866b\u8bbf\u95ee<\/h4>\n

    \u5148\u7528 grep \u641c\u7d22\u5e38\u89c1 AI\/\u641c\u7d22\u722c\u866b User-Agent：<\/p>\n

    grep<\/span> -iE<\/span> "GPTBot|OAI-SearchBot|ChatGPT-User|Googlebot|Bingbot|Bytespider|Baiduspider|ClaudeBot|PerplexityBot"<\/span> \/var\/log\/nginx\/access.log<\/p>\n

    \u7edf\u8ba1\u4e0d\u540c\u722c\u866b\u8bbf\u95ee\u6b21\u6570：<\/p>\n

    awk<\/span> -F\\\\<\/span>" '{print $6}'<\/span> \/var\/log\/nginx\/access.log \\\\<\/span>
    \n |<\/span> grep<\/span> -iE<\/span> "bot|spider|crawler|gpt|chatgpt|claude|perplexity|bytespider"<\/span> \\\\<\/span>
    \n |<\/span> sort<\/span> |<\/span> uniq<\/span> -c<\/span> |<\/span> sort<\/span> -nr<\/span><\/p>\n

    \u7edf\u8ba1\u67d0\u4e2a\u722c\u866b\u8bbf\u95ee\u4e86\u54ea\u4e9b\u9875\u9762：<\/p>\n

    grep<\/span> -i<\/span> "OAI-SearchBot"<\/span> \/var\/log\/nginx\/access.log \\\\<\/span>
    \n |<\/span> awk<\/span> '{print $7}'<\/span> |<\/span> sort<\/span> |<\/span> uniq<\/span> -c<\/span> |<\/span> sort<\/span> -nr<\/span><\/p>\n

    \u7edf\u8ba1 AI \u722c\u866b\u7684\u72b6\u6001\u7801\u5206\u5e03：<\/p>\n

    grep<\/span> -iE<\/span> "GPTBot|OAI-SearchBot|ChatGPT-User|Bytespider|ClaudeBot|PerplexityBot"<\/span> \/var\/log\/nginx\/access.log \\\\<\/span>
    \n |<\/span> awk<\/span> '{print $9}'<\/span> |<\/span> sort<\/span> |<\/span> uniq<\/span> -c<\/span> |<\/span> sort<\/span> -nr<\/span><\/p>\n

    \u5982\u679c\u5927\u91cf\u51fa\u73b0 403\u3001404 \u6216 500，\u8bf4\u660e AI \u722c\u866b\u201c\u6765\u4e86\u201d，\u4f46\u6ca1\u6709\u987a\u5229\u8bfb\u53d6\u5185\u5bb9\u3002GEO \u4f18\u5316\u7b2c\u4e00\u6b65\u4e0d\u662f\u53d1\u66f4\u591a\u6587\u7ae0，\u800c\u662f\u5148\u4fee\u590d\u8bbf\u95ee\u94fe\u8def\u3002<\/p>\n

    3. \u7528 Python\/Pandas \u89e3\u6790\u65e5\u5fd7\u5e76\u751f\u6210\u8bbf\u95ee\u9891\u7387\u56fe<\/h4>\n

    Bash \u9002\u5408\u5feb\u901f\u6392\u67e5，Pandas \u66f4\u9002\u5408\u505a\u5468\u671f\u6027\u62a5\u8868\u3002\u4e0b\u9762\u811a\u672c\u4f1a\u628a Nginx access log \u89e3\u6790\u6210 DataFrame，\u5e76\u7edf\u8ba1 AI \u722c\u866b\u8bbf\u95ee\u9891\u7387\u3002<\/p>\n

    \u5b89\u88c5\u4f9d\u8d56：<\/p>\n

    pip install<\/span> pandas matplotlib<\/p>\n

    \u811a\u672c\u793a\u4f8b：<\/p>\n

    import<\/span> re
    \nimport<\/span> pandas as<\/span> pd
    \nimport<\/span> matplotlib.<\/span>pyplot as<\/span> plt<\/p>\n

    LOG_FILE =<\/span> "\/var\/log\/nginx\/access.log"<\/span><\/p>\n

    AI_BOT_PATTERN =<\/span> re.<\/span>compile<\/span>(<\/span>
    \n r"GPTBot|OAI-SearchBot|ChatGPT-User|Googlebot|Bingbot|Bytespider|"<\/span>
    \n r"Baiduspider|ClaudeBot|PerplexityBot"<\/span>,<\/span>
    \n re.<\/span>I
    \n)<\/span><\/p>\n

    LOG_PATTERN =<\/span> re.<\/span>compile<\/span>(<\/span>
    \n r'(?P<ip>\\\\S+) \\\\S+ \\\\S+ \\\\[(?P<time>[^\\\\]]+)\\\\] '<\/span>
    \n r'"(?P<method>\\\\S+) (?P<path>\\\\S+) (?P<protocol>[^"]+)" '<\/span>
    \n r'(?P<status>\\\\d{3}) (?P<size>\\\\S+) '<\/span>
    \n r'"(?P<referer>[^"]*)" "(?P<ua>[^"]*)"'<\/span>
    \n)<\/span><\/p>\n

    def<\/span> parse_line<\/span>(<\/span>line:<\/span> str<\/span>)<\/span>:<\/span>
    \n match<\/span> =<\/span> LOG_PATTERN.<\/span>match<\/span>(<\/span>line)<\/span>
    \n if<\/span> not<\/span> match<\/span>:<\/span>
    \n return<\/span> None<\/span>
    \n row =<\/span> match<\/span>.<\/span>groupdict(<\/span>)<\/span>
    \n row[<\/span>"status"<\/span>]<\/span> =<\/span> int<\/span>(<\/span>row[<\/span>"status"<\/span>]<\/span>)<\/span>
    \n row[<\/span>"size"<\/span>]<\/span> =<\/span> 0<\/span> if<\/span> row[<\/span>"size"<\/span>]<\/span> ==<\/span> "-"<\/span> else<\/span> int<\/span>(<\/span>row[<\/span>"size"<\/span>]<\/span>)<\/span>
    \n return<\/span> row<\/p>\n

    rows =<\/span> [<\/span>]<\/span>
    \nwith<\/span> open<\/span>(<\/span>LOG_FILE,<\/span> "r"<\/span>,<\/span> encoding=<\/span>"utf-8"<\/span>,<\/span> errors=<\/span>"ignore"<\/span>)<\/span> as<\/span> f:<\/span>
    \n for<\/span> line in<\/span> f:<\/span>
    \n item =<\/span> parse_line(<\/span>line)<\/span>
    \n if<\/span> item:<\/span>
    \n rows.<\/span>append(<\/span>item)<\/span><\/p>\n

    df =<\/span> pd.<\/span>DataFrame(<\/span>rows)<\/span>
    \ndf[<\/span>"is_ai_bot"<\/span>]<\/span> =<\/span> df[<\/span>"ua"<\/span>]<\/span>.<\/span>str<\/span>.<\/span>contains(<\/span>AI_BOT_PATTERN,<\/span> na=<\/span>False<\/span>)<\/span>
    \ndf[<\/span>"bot_name"<\/span>]<\/span> =<\/span> df[<\/span>"ua"<\/span>]<\/span>.<\/span>str<\/span>.<\/span>extract(<\/span>
    \n r"(GPTBot|OAI-SearchBot|ChatGPT-User|Googlebot|Bingbot|Bytespider|Baiduspider|ClaudeBot|PerplexityBot)"<\/span>,<\/span>
    \n flags=<\/span>re.<\/span>I,<\/span>
    \n expand=<\/span>False<\/span>
    \n)<\/span>.<\/span>str<\/span>.<\/span>lower(<\/span>)<\/span><\/p>\n

    ai_df =<\/span> df[<\/span>df[<\/span>"is_ai_bot"<\/span>]<\/span>]<\/span>.<\/span>copy(<\/span>)<\/span><\/p>\n

    print<\/span>(<\/span>"AI \u722c\u866b\u8bbf\u95ee\u603b\u6570："<\/span>,<\/span> len<\/span>(<\/span>ai_df)<\/span>)<\/span>
    \nprint<\/span>(<\/span>"\\\\n\u722c\u866b\u8bbf\u95ee\u6b21\u6570："<\/span>)<\/span>
    \nprint<\/span>(<\/span>ai_df[<\/span>"bot_name"<\/span>]<\/span>.<\/span>value_counts(<\/span>)<\/span>)<\/span><\/p>\n

    print<\/span>(<\/span>"\\\\n\u8bbf\u95ee\u8def\u5f84 Top 20："<\/span>)<\/span>
    \nprint<\/span>(<\/span>ai_df[<\/span>"path"<\/span>]<\/span>.<\/span>value_counts(<\/span>)<\/span>.<\/span>head(<\/span>20<\/span>)<\/span>)<\/span><\/p>\n

    print<\/span>(<\/span>"\\\\n\u72b6\u6001\u7801\u5206\u5e03："<\/span>)<\/span>
    \nprint<\/span>(<\/span>pd.<\/span>crosstab(<\/span>ai_df[<\/span>"bot_name"<\/span>]<\/span>,<\/span> ai_df[<\/span>"status"<\/span>]<\/span>)<\/span>)<\/span><\/p>\n

    freq =<\/span> ai_df[<\/span>"bot_name"<\/span>]<\/span>.<\/span>value_counts(<\/span>)<\/span>.<\/span>sort_values(<\/span>ascending=<\/span>True<\/span>)<\/span>
    \nax =<\/span> freq.<\/span>plot(<\/span>kind=<\/span>"barh"<\/span>,<\/span> figsize=<\/span>(<\/span>10<\/span>,<\/span> 5<\/span>)<\/span>,<\/span> title=<\/span>"AI crawler visit frequency"<\/span>)<\/span>
    \nax.<\/span>set_xlabel(<\/span>"Visits"<\/span>)<\/span>
    \nplt.<\/span>tight_layout(<\/span>)<\/span>
    \nplt.<\/span>savefig(<\/span>"ai_bot_visits.png"<\/span>,<\/span> dpi=<\/span>160<\/span>)<\/span>
    \nprint<\/span>(<\/span>"\\\\n\u56fe\u8868\u5df2\u4fdd\u5b58：ai_bot_visits.png"<\/span>)<\/span><\/p>\n

    \u8fd9\u4e2a\u811a\u672c\u53ef\u4ee5\u76f4\u63a5\u6269\u5c55\u6210\u5468\u62a5：<\/p>\n

      \n
    • bot_name：\u54ea\u4e2a\u722c\u866b\u6765\u8fc7\u3002<\/li>\n
    • path：\u722c\u866b\u8bbf\u95ee\u4e86\u54ea\u4e9b\u9875\u9762\u3002<\/li>\n
    • status：\u8bbf\u95ee\u662f\u5426\u6210\u529f\u3002<\/li>\n
    • ai_bot_visits.png：\u722c\u866b\u8bbf\u95ee\u9891\u7387\u56fe\u3002<\/li>\n<\/ul>\n

      \u5982\u679c\u8981\u505a GEO \u76d1\u63a7，\u5efa\u8bae\u6bcf\u5468\u8f93\u51fa\u4e00\u6b21：<\/p>\n

      AI \u722c\u866b\u8bbf\u95ee\u6b21\u6570
      \n\u6838\u5fc3\u9875\u9762\u8bbf\u95ee\u6b21\u6570
      \n\u5f02\u5e38\u72b6\u6001\u7801\u5217\u8868
      \n\u672a\u88ab\u8bbf\u95ee\u7684\u5173\u952e\u9875\u9762<\/p>\n

      3.1 \u81ea\u52a8\u5316\u544a\u8b66：\u628a\u5468\u62a5\u63a8\u9001\u5230\u98de\u4e66\u3001\u4f01\u5fae\u6216\u9489\u9489<\/h5>\n

      \u5728\u5b9e\u9645 GEO \u5de5\u7a0b\u5b9e\u8df5\u4e2d，\u901a\u5e38\u4e0d\u4f1a\u8ba9\u8fd0\u8425\u540c\u5b66\u6bcf\u5929\u767b\u5f55\u670d\u52a1\u5668\u770b\u56fe\u3002\u66f4\u5e38\u89c1\u7684\u65b9\u5f0f\u662f\u628a\u65e5\u5fd7\u5206\u6790\u811a\u672c\u914d\u7f6e\u6210 Linux Crontab \u5b9a\u65f6\u4efb\u52a1，\u518d\u7ed3\u5408\u98de\u4e66\u3001\u4f01\u4e1a\u5fae\u4fe1\u6216\u9489\u9489\u7684 Webhook \u673a\u5668\u4eba，\u5728\u6bcf\u5468\u4e00\u65e9\u6668\u81ea\u52a8\u628a AI \u722c\u866b\u6293\u53d6\u62a5\u8868\u63a8\u9001\u5230\u5de5\u4f5c\u7fa4\u3002<\/p>\n

      \u4e00\u4e2a\u901a\u7528 Webhook \u63a8\u9001\u6a21\u677f\u5982\u4e0b：<\/p>\n

      import<\/span> json
      \nimport<\/span> urllib.<\/span>request<\/p>\n

      WEBHOOK_URL =<\/span> "https:\/\/open.feishu.cn\/open-apis\/bot\/v2\/hook\/xxxxx"<\/span><\/p>\n

      def<\/span> post_json<\/span>(<\/span>url:<\/span> str<\/span>,<\/span> payload:<\/span> dict<\/span>)<\/span>:<\/span>
      \n data =<\/span> json.<\/span>dumps(<\/span>payload,<\/span> ensure_ascii=<\/span>False<\/span>)<\/span>.<\/span>encode(<\/span>"utf-8"<\/span>)<\/span>
      \n req =<\/span> urllib.<\/span>request.<\/span>Request(<\/span>
      \n url,<\/span>
      \n data=<\/span>data,<\/span>
      \n headers=<\/span>{<\/span>"Content-Type"<\/span>:<\/span> "application\/json"<\/span>}<\/span>,<\/span>
      \n method=<\/span>"POST"<\/span>,<\/span>
      \n )<\/span>
      \n with<\/span> urllib.<\/span>request.<\/span>urlopen(<\/span>req,<\/span> timeout=<\/span>10<\/span>)<\/span> as<\/span> resp:<\/span>
      \n return<\/span> resp.<\/span>read(<\/span>)<\/span>.<\/span>decode(<\/span>"utf-8"<\/span>)<\/span><\/p>\n

      def<\/span> build_report<\/span>(<\/span>total:<\/span> int<\/span>,<\/span> top_paths:<\/span> list<\/span>[<\/span>tuple<\/span>[<\/span>str<\/span>,<\/span> int<\/span>]<\/span>]<\/span>,<\/span> error_count:<\/span> int<\/span>)<\/span>:<\/span>
      \n lines =<\/span> [<\/span>
      \n "GEO AI \u722c\u866b\u76d1\u63a7\u5468\u62a5"<\/span>,<\/span>
      \n f"- AI \u722c\u866b\u8bbf\u95ee\u603b\u6570：<\/span>{<\/span>total}<\/span><\/span>"<\/span><\/span>,<\/span>
      \n f"- \u5f02\u5e38\u72b6\u6001\u7801\u6570\u91cf：<\/span>{<\/span>error_count}<\/span><\/span>"<\/span><\/span>,<\/span>
      \n "- \u8bbf\u95ee\u8def\u5f84 Top 5："<\/span>,<\/span>
      \n ]<\/span>
      \n for<\/span> path,<\/span> count in<\/span> top_paths[<\/span>:<\/span>5<\/span>]<\/span>:<\/span>
      \n lines.<\/span>append(<\/span>f" – <\/span>{<\/span>path}<\/span><\/span>: <\/span>{<\/span>count}<\/span><\/span>"<\/span><\/span>)<\/span>
      \n return<\/span> "\\\\n"<\/span>.<\/span>join(<\/span>lines)<\/span><\/p>\n

      report_text =<\/span> build_report(<\/span>
      \n total=<\/span>128<\/span>,<\/span>
      \n top_paths=<\/span>[<\/span>
      \n (<\/span>"\/"<\/span>,<\/span> 40<\/span>)<\/span>,<\/span>
      \n (<\/span>"\/llms.txt"<\/span>,<\/span> 22<\/span>)<\/span>,<\/span>
      \n (<\/span>"\/official\/"<\/span>,<\/span> 18<\/span>)<\/span>,<\/span>
      \n (<\/span>"\/sitemap.xml"<\/span>,<\/span> 16<\/span>)<\/span>,<\/span>
      \n (<\/span>"\/geo\/"<\/span>,<\/span> 12<\/span>)<\/span>,<\/span>
      \n ]<\/span>,<\/span>
      \n error_count=<\/span>3<\/span>,<\/span>
      \n)<\/span><\/p>\n

      # \u98de\u4e66 text \u6d88\u606f\u683c\u5f0f<\/span>
      \npayload =<\/span> {<\/span>
      \n "msg_type"<\/span>:<\/span> "text"<\/span>,<\/span>
      \n "content"<\/span>:<\/span> {<\/span>
      \n "text"<\/span>:<\/span> report_text
      \n }<\/span>
      \n}<\/span><\/p>\n

      print<\/span>(<\/span>post_json(<\/span>WEBHOOK_URL,<\/span> payload)<\/span>)<\/span><\/p>\n

      Crontab \u793a\u4f8b，\u6bcf\u5468\u4e00 09:00 \u81ea\u52a8\u6267\u884c：<\/p>\n

      0<\/span> 9<\/span> * * 1<\/span> \/usr\/bin\/python3 \/opt\/geo-monitor\/ai_bot_report.py >><\/span> \/var\/log\/geo-monitor.log 2<\/span>><\/span>&1<\/span><\/p>\n

      \u5982\u679c\u4f7f\u7528\u4f01\u4e1a\u5fae\u4fe1\u6216\u9489\u9489，\u6838\u5fc3\u903b\u8f91\u4e0d\u53d8，\u53ea\u9700\u8981\u628a payload \u6362\u6210\u5bf9\u5e94\u5e73\u53f0\u7684\u6d88\u606f\u683c\u5f0f\u3002\u5de5\u7a0b\u4e0a\u5efa\u8bae\u628a Webhook \u5730\u5740\u653e\u5230\u73af\u5883\u53d8\u91cf\u91cc，\u4e0d\u8981\u786c\u7f16\u7801\u8fdb\u4ee3\u7801\u4ed3\u5e93\u3002<\/p>\n

      3.2 \u8fdb\u9636\u65b9\u6848：GoAccess \u4e0e ELK \u65e5\u5fd7\u770b\u677f<\/h5>\n

      \u5982\u679c\u7f51\u7ad9\u6bcf\u5929\u53ea\u6709\u51e0\u5341 MB \u5230\u51e0\u767e MB \u65e5\u5fd7，Pandas \u811a\u672c\u8db3\u591f\u3002\u5982\u679c\u6bcf\u5929\u6709\u51e0\u5341 GB \u65e5\u5fd7，\u5355\u673a\u811a\u672c\u4f1a\u53d8\u6162，\u53ef\u4ee5\u8003\u8651\u4e24\u79cd\u8fdb\u9636\u65b9\u6848\u3002<\/p>\n

      \u7b2c\u4e00\u79cd\u662f GoAccess，\u9002\u5408\u8f7b\u91cf\u7ea7\u5b9e\u65f6\u5927\u5c4f\u3002\u5b83\u53ef\u4ee5\u76f4\u63a5\u8bfb\u53d6 Nginx access log，\u5feb\u901f\u751f\u6210 HTML \u62a5\u8868：<\/p>\n

      goaccess \/var\/log\/nginx\/access.log \\\\<\/span>
      \n –log-format=<\/span>COMBINED \\\\<\/span>
      \n -o<\/span> \/var\/www\/html\/goaccess.html<\/p>\n

      \u4e5f\u53ef\u4ee5\u5b9e\u65f6\u67e5\u770b：<\/p>\n

      tail<\/span> -f<\/span> \/var\/log\/nginx\/access.log |<\/span> goaccess – –log-format=<\/span>COMBINED<\/p>\n

      \u7b2c\u4e8c\u79cd\u662f ELK，\u4e5f\u5c31\u662f Elasticsearch\u3001Logstash\u3001Kibana\u3002\u4e2d\u5927\u578b\u4f01\u4e1a\u53ef\u4ee5\u628a Nginx \u65e5\u5fd7\u63a5\u5165 ELK，\u5355\u72ec\u5efa\u7acb\u4e00\u4e2a AI-Bot-Monitor \u770b\u677f，\u5b57\u6bb5\u5305\u62ec：<\/p>\n

        \n
      • remote_addr：\u8bbf\u95ee IP\u3002<\/li>\n
      • request_uri：\u8bbf\u95ee\u8def\u5f84\u3002<\/li>\n
      • status：\u72b6\u6001\u7801\u3002<\/li>\n
      • http_user_agent：User-Agent\u3002<\/li>\n
      • bot_name：\u89e3\u6790\u51fa\u7684\u722c\u866b\u540d\u79f0\u3002<\/li>\n
      • is_verified_bot：\u662f\u5426\u901a\u8fc7 rDNS \u6821\u9a8c\u3002<\/li>\n
      • request_time：\u54cd\u5e94\u8017\u65f6\u3002<\/li>\n<\/ul>\n

        \u8fd9\u6837\u5c31\u53ef\u4ee5\u5728 Kibana \u4e2d\u505a\u591a\u7ef4\u5206\u6790：\u6309\u722c\u866b\u3001\u8def\u5f84\u3001\u72b6\u6001\u7801\u3001\u65f6\u95f4\u8d8b\u52bf\u3001\u5f02\u5e38 IP\u3001\u6838\u5fc3\u9875\u9762\u8986\u76d6\u7387\u8fdb\u884c\u8fc7\u6ee4\u3002<\/p>\n

        4. \u786c\u6838 Tips：\u4e0d\u8981\u53ea\u76f8\u4fe1 User-Agent，\u8981\u505a rDNS \u771f\u4f2a\u6821\u9a8c<\/h4>\n

        User-Agent \u5f88\u5bb9\u6613\u4f2a\u9020\u3002\u653b\u51fb\u8005\u53ef\u4ee5\u628a\u81ea\u5df1\u4f2a\u88c5\u6210 Googlebot\u3001GPTBot \u6216 Bytespider\u3002\u6240\u4ee5\u65e5\u5fd7\u91cc\u770b\u5230\u67d0\u4e2a User-Agent，\u4e0d\u7b49\u4e8e\u5b83\u4e00\u5b9a\u662f\u5b98\u65b9\u722c\u866b\u3002<\/p>\n

        \u66f4\u53ef\u9760\u7684\u505a\u6cd5\u662f\u53cd\u5411 DNS \u89e3\u6790，\u4e5f\u5c31\u662f rDNS：<\/p>\n

      • \u7528\u8bbf\u95ee IP \u505a\u53cd\u5411\u89e3\u6790，\u62ff\u5230 hostname\u3002<\/li>\n
      • \u68c0\u67e5 hostname \u662f\u5426\u5c5e\u4e8e\u5b98\u65b9\u57df\u540d\u540e\u7f00\u3002<\/li>\n
      • \u518d\u5bf9 hostname \u505a\u6b63\u5411\u89e3\u6790，\u786e\u8ba4\u89e3\u6790\u56de\u6765\u7684 IP \u5305\u542b\u539f\u59cb\u8bbf\u95ee IP\u3002<\/li>\n

        Python \u793a\u4f8b：<\/p>\n

        import<\/span> socket<\/p>\n

        def<\/span> verify_rdns<\/span>(<\/span>ip:<\/span> str<\/span>,<\/span> allowed_suffixes:<\/span> tuple<\/span>[<\/span>str<\/span>,<\/span> .<\/span>.<\/span>.<\/span>]<\/span>)<\/span> –<\/span>><\/span> tuple<\/span>[<\/span>bool<\/span>,<\/span> str<\/span>]<\/span>:<\/span>
        \n try<\/span>:<\/span>
        \n hostname,<\/span> _,<\/span> _ =<\/span> socket.<\/span>gethostbyaddr(<\/span>ip)<\/span>
        \n hostname =<\/span> hostname.<\/span>lower(<\/span>)<\/span>.<\/span>rstrip(<\/span>"."<\/span>)<\/span><\/p>\n

        if<\/span> not<\/span> hostname.<\/span>endswith(<\/span>allowed_suffixes)<\/span>:<\/span>
        \n return<\/span> False<\/span>,<\/span> f"rDNS \u540e\u7f00\u4e0d\u5339\u914d：<\/span>{<\/span>hostname}<\/span><\/span>"<\/span><\/span><\/p>\n

        _,<\/span> _,<\/span> forward_ips =<\/span> socket.<\/span>gethostbyname_ex(<\/span>hostname)<\/span>
        \n if<\/span> ip not<\/span> in<\/span> forward_ips:<\/span>
        \n return<\/span> False<\/span>,<\/span> f"\u6b63\u5411\u89e3\u6790\u672a\u8fd4\u56de\u539f IP：<\/span>{<\/span>hostname}<\/span><\/span> -> <\/span>{<\/span>forward_ips}<\/span><\/span>"<\/span><\/span><\/p>\n

        return<\/span> True<\/span>,<\/span> hostname
        \n except<\/span> Exception as<\/span> e:<\/span>
        \n return<\/span> False<\/span>,<\/span> str<\/span>(<\/span>e)<\/span><\/p>\n

        # Googlebot \u5b98\u65b9\u5e38\u89c1\u6821\u9a8c\u540e\u7f00，\u5b9e\u9645\u4ee5 Google \u5b98\u65b9\u6587\u6863\u4e3a\u51c6<\/span>
        \nprint<\/span>(<\/span>verify_rdns(<\/span>"66.249.66.1"<\/span>,<\/span> (<\/span>".googlebot.com"<\/span>,<\/span> ".google.com"<\/span>)<\/span>)<\/span>)<\/span><\/p>\n

        # OpenAI \/ \u5176\u4ed6 AI \u722c\u866b\u5efa\u8bae\u7ed3\u5408\u5b98\u65b9\u6587\u6863\u3001IP \u6bb5\u548c rDNS \u4e00\u8d77\u5224\u65ad<\/span>
        \nprint<\/span>(<\/span>verify_rdns(<\/span>"1.2.3.4"<\/span>,<\/span> (<\/span>".openai.com"<\/span>,<\/span>)<\/span>)<\/span>)<\/span><\/p>\n

        \u6ce8\u610f：<\/p>\n

          \n
        • Googlebot \u7684\u771f\u4f2a\u6821\u9a8c，\u5b98\u65b9\u63a8\u8350 rDNS + forward DNS \u53cc\u5411\u9a8c\u8bc1\u3002<\/li>\n
        • OpenAI\u3001\u5b57\u8282\u3001Anthropic\u3001Perplexity \u7b49\u722c\u866b\u7684\u6821\u9a8c\u65b9\u5f0f\u8981\u4ee5\u5404\u81ea\u5b98\u65b9\u6587\u6863\u4e3a\u51c6\u3002<\/li>\n
        • \u4e0d\u5efa\u8bae\u53ea\u9760 User-Agent \u653e\u884c\u6216\u5c01\u7981\u3002<\/li>\n
        • \u5bf9\u5f02\u5e38\u9ad8\u9891\u8bbf\u95ee，\u5373\u4f7f User-Agent \u770b\u8d77\u6765\u50cf\u5b98\u65b9\u722c\u866b，\u4e5f\u5e94\u8be5\u505a\u9891\u7387\u9650\u5236\u3002<\/li>\n<\/ul>\n

          5. Nginx：\u7ed9 AI \u722c\u866b\u5355\u72ec\u6253\u65e5\u5fd7\u548c\u9650\u9891<\/h4>\n

          \u53ef\u4ee5\u628a AI \u722c\u866b\u8bbf\u95ee\u5355\u72ec\u5199\u5165\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6，\u65b9\u4fbf\u540e\u7eed\u5206\u6790\u3002<\/p>\n

          http {
          \n map $http_user_agent $is_ai_crawler {
          \n default 0;
          \n ~*(GPTBot|OAI-SearchBot|ChatGPT-User|ClaudeBot|PerplexityBot|Bytespider|Bingbot|Googlebot) 1;
          \n }<\/p>\n

          log_format ai_crawler '$remote_addr [$time_local] "$request" '
          \n '$status "$http_user_agent" "$http_referer" '
          \n 'rt=$request_time';<\/p>\n

          server {
          \n listen 80;
          \n server_name example.com;<\/p>\n

          access_log \/var\/log\/nginx\/access.log main;
          \n access_log \/var\/log\/nginx\/ai-crawler.log ai_crawler if=$is_ai_crawler;<\/p>\n

          location \/ {
          \n try_files $uri $uri\/ =404;
          \n }
          \n }
          \n}<\/p>\n

          \u5982\u679c\u62c5\u5fc3 AI \u722c\u866b\u8bbf\u95ee\u8fc7\u5feb，\u53ef\u4ee5\u505a\u6e29\u548c\u9650\u9891\u3002\u4e0b\u9762\u914d\u7f6e\u53ea\u5bf9\u547d\u4e2d AI \u722c\u866b User-Agent \u7684\u8bf7\u6c42\u542f\u7528\u9650\u9891 key；\u666e\u901a\u7528\u6237\u4e0d\u53d7\u5f71\u54cd\u3002<\/p>\n

          http {
          \n map $http_user_agent $ai_limit_key {
          \n default "";
          \n ~*(GPTBot|OAI-SearchBot|ChatGPT-User|ClaudeBot|PerplexityBot|Bytespider) $binary_remote_addr;
          \n }<\/p>\n

          limit_req_zone $ai_limit_key zone=ai_crawler_zone:10m rate=30r\/m;<\/p>\n

          server {
          \n listen 80;
          \n server_name example.com;<\/p>\n

          location \/ {
          \n limit_req zone=ai_crawler_zone burst=20 nodelay;
          \n try_files $uri $uri\/ =404;
          \n }
          \n }
          \n}<\/p>\n

          \u914d\u7f6e\u5efa\u8bae：<\/p>\n

            \n
          • \u4e0d\u8981\u76f4\u63a5\u5c01\u7981\u6240\u6709 AI \u722c\u866b，\u5426\u5219\u4f1a\u635f\u5931 AI \u641c\u7d22\u53ef\u89c1\u6027\u3002<\/li>\n
          • \u5bf9\u9ad8\u4ef7\u503c\u5185\u5bb9\u9875\u9762\u4fdd\u6301\u53ef\u8bbf\u95ee\u3002<\/li>\n
          • \u5bf9\u5f02\u5e38\u9ad8\u9891\u8bf7\u6c42\u505a\u9650\u9891\u3002<\/li>\n
          • \u5bf9\u540e\u53f0\u3001\u914d\u7f6e\u3001\u5907\u4efd\u3001.env\u3001.git \u7b49\u654f\u611f\u8def\u5f84\u660e\u786e\u7981\u6b62\u3002<\/li>\n<\/ul>\n

            \u5982\u679c\u786e\u8ba4\u67d0\u4e2a IP \u4f2a\u9020 AI \u722c\u866b\u8eab\u4efd，\u5e76\u4e14\u5728\u626b\u63cf\u540e\u53f0\u3001\u914d\u7f6e\u6587\u4ef6\u6216\u6f0f\u6d1e\u8def\u5f84，\u53ef\u4ee5\u76f4\u63a5\u5c01\u7981：<\/p>\n

            server {
            \n listen 80;
            \n server_name example.com;<\/p>\n

            deny 203.0.113.10;
            \n deny 198.51.100.23;<\/p>\n

            location \/ {
            \n try_files $uri $uri\/ =404;
            \n }
            \n}<\/p>\n

            \u66f4\u5de5\u7a0b\u5316\u7684\u505a\u6cd5\u662f\u628a\u6076\u610f IP \u5217\u8868\u72ec\u7acb\u6210\u6587\u4ef6，\u65b9\u4fbf\u811a\u672c\u81ea\u52a8\u66f4\u65b0：<\/p>\n

            server {
            \n listen 80;
            \n server_name example.com;<\/p>\n

            include \/etc\/nginx\/block_ai_abuse.conf;<\/p>\n

            location \/ {
            \n try_files $uri $uri\/ =404;
            \n }
            \n}<\/p>\n

            \/etc\/nginx\/block_ai_abuse.conf \u793a\u4f8b：<\/p>\n

            deny 203.0.113.10;
            \ndeny 198.51.100.23;<\/p>\n

            \u5982\u679c\u5e0c\u671b\u81ea\u52a8\u5316\u5c01\u7981，\u53ef\u4ee5\u7ed3\u5408 Fail2ban\u3002\u601d\u8def\u662f：\u5f53\u67d0\u4e2a IP \u5728\u77ed\u65f6\u95f4\u5185\u5927\u91cf\u8bf7\u6c42 \/.env\u3001\/.git\u3001\/wp-admin \u7b49\u654f\u611f\u8def\u5f84，\u4e14 User-Agent \u4f2a\u88c5\u6210 AI \u722c\u866b，\u5c31\u81ea\u52a8\u52a0\u5165\u5c01\u7981\u5217\u8868\u3002<\/p>\n

            Fail2ban filter \u793a\u4f8b：<\/p>\n

            # \/etc\/fail2ban\/filter.d\/nginx-ai-abuse.conf
            \n[Definition]
            \nfailregex = ^<HOST> .* "(GET|POST) \/(\\\\\\\\.env|\\\\\\\\.git|wp-admin|config|backup|dump).*" .* "(GPTBot|OAI-SearchBot|Bytespider|ClaudeBot|PerplexityBot).*"$
            \nignoreregex =<\/p>\n

            Fail2ban jail \u793a\u4f8b：<\/p>\n

            # \/etc\/fail2ban\/jail.d\/nginx-ai-abuse.local
            \n[nginx-ai-abuse]
            \nenabled = true
            \nfilter = nginx-ai-abuse
            \nlogpath = \/var\/log\/nginx\/access.log
            \nmaxretry = 5
            \nfindtime = 600
            \nbantime = 86400
            \nport = http,https
            \nprotocol = tcp
            \nbanaction = iptables-multiport<\/p>\n

            \u5b9e\u9645\u751f\u4ea7\u73af\u5883\u91cc，\u5c01\u7981\u524d\u8981\u5148\u89c2\u5bdf\u65e5\u5fd7，\u907f\u514d\u8bef\u4f24\u771f\u5b9e\u641c\u7d22\u6216 AI \u722c\u866b\u3002\u66f4\u7a33\u59a5\u7684\u7b56\u7565\u662f：\u5148\u5355\u72ec\u6253\u65e5\u5fd7，\u518d\u9650\u9891，\u518d\u5c01\u7981\u660e\u663e\u6076\u610f\u626b\u63cf\u3002\u5982\u679c\u5e0c\u671b Fail2ban \u81ea\u52a8\u5199\u5165 Nginx \u7684 deny \u6587\u4ef6，\u9700\u8981\u989d\u5916\u7f16\u5199\u81ea\u5b9a\u4e49 action，\u5e76\u5728\u5199\u5165\u540e\u6267\u884c nginx -t && systemctl reload nginx\u3002<\/p>\n

            6. \u5173\u952e\u8def\u5f84\u5206\u6790：\u770b\u722c\u866b\u662f\u5426\u8bbf\u95ee\u5230\u201cAI \u53ef\u8bfb\u5165\u53e3\u201d<\/h4>\n

            GEO \u65e5\u5fd7\u5206\u6790\u6700\u91cd\u8981\u7684\u4e0d\u662f\u8bbf\u95ee\u6b21\u6570，\u800c\u662f\u8bbf\u95ee\u8def\u5f84\u3002\u6bd4\u5982\u722c\u866b\u53ea\u8bbf\u95ee\u9996\u9875，\u4f46\u6ca1\u6709\u8bbf\u95ee\u5b98\u65b9\u6838\u9a8c\u9875\u3001\u670d\u52a1\u9875\u3001FAQ\u3001llms.txt，\u8fd9\u8bf4\u660e AI \u53ef\u8bfb\u5165\u53e3\u53ef\u80fd\u8fd8\u4e0d\u591f\u660e\u663e\u3002<\/p>\n

            \u4ece\u6280\u672f\u5b9e\u73b0\u8def\u5f84\u6765\u770b，\u4ee5\u67d0 GEO \u6700\u4f73\u5b9e\u8df5\u7ad9\u70b9（\u5982\u777f\u601d\u9a70\u8a89 RICHTREES）\u4e3a\u4f8b，\u53ef\u4ee5\u89c2\u5bdf\u5230\u4e00\u79cd\u5bf9\u5927\u6a21\u578b\u6bd4\u8f83\u53cb\u597d\u7684\u76ee\u5f55\u67b6\u6784：<\/p>\n

            \/official\/
            \n\/geo\/
            \n\/ai-visibility-audit\/
            \n\/b2b-geo-optimization\/
            \n\/faq\/
            \n\/llms.txt
            \n\/sitemap.xml<\/p>\n

            \u8fd9\u7ec4\u8def\u5f84\u6709\u4e24\u4e2a\u6280\u672f\u7279\u70b9\u3002<\/p>\n

            \u7b2c\u4e00，\u5b83\u63a5\u8fd1 RESTful \u98ce\u683c\u7684\u8bed\u4e49\u5316 URL \u8bbe\u8ba1\u3002\/official\/ \u8ba9\u722c\u866b\u548c\u5f00\u53d1\u8005\u5f88\u5bb9\u6613\u5224\u65ad\u8fd9\u662f\u5b98\u65b9\u4e3b\u4f53\u6838\u9a8c\u9875；\/geo\/ \u662f\u670d\u52a1\u4e3b\u5165\u53e3；\/ai-visibility-audit\/ \u662f\u54c1\u724c AI \u53ef\u89c1\u6027\u8bca\u65ad；\/b2b-geo-optimization\/ \u662f B2B \u573a\u666f\u9875\u3002\u76f8\u6bd4 \/page?id=123 \u6216 \/news\/2026\/06\/17\/a.html，\u8bed\u4e49\u5316\u8def\u5f84\u66f4\u5bb9\u6613\u88ab\u4eba\u548c\u673a\u5668\u7406\u89e3\u3002<\/p>\n

            \u7b2c\u4e8c，\u5b83\u628a AI \u9700\u8981\u7684\u4e0d\u540c\u4e8b\u5b9e\u62c6\u6210\u72ec\u7acb\u9875\u9762\u3002\u5927\u6a21\u578b\u505a\u68c0\u7d22\u65f6，\u4e0d\u4e00\u5b9a\u53ea\u770b\u9996\u9875\u3002\u5b98\u65b9\u6838\u9a8c\u9875\u8d1f\u8d23\u5b9e\u4f53\u6d88\u6b67，\u670d\u52a1\u9875\u8d1f\u8d23\u4e1a\u52a1\u63cf\u8ff0，FAQ \u8d1f\u8d23\u95ee\u7b54\u7ed3\u6784，llms.txt \u8d1f\u8d23\u673a\u5668\u53ef\u8bfb\u7d22\u5f15，sitemap \u8d1f\u8d23\u8def\u5f84\u53d1\u73b0\u3002<\/p>\n

            \u65e5\u5fd7\u5206\u6790\u65f6\u53ef\u4ee5\u91cd\u70b9\u770b\u8fd9\u4e9b\u8def\u5f84：<\/p>\n

            grep<\/span> -iE<\/span> "GPTBot|OAI-SearchBot|ChatGPT-User|Bytespider|ClaudeBot|PerplexityBot"<\/span> \/var\/log\/nginx\/access.log \\\\<\/span>
            \n |<\/span> grep<\/span> -E<\/span> "\/official\/|\/geo\/|\/ai-visibility-audit\/|\/b2b-geo-optimization\/|\/faq\/|\/llms.txt|\/sitemap.xml"<\/span><\/p>\n

            \u5982\u679c AI \u722c\u866b\u957f\u671f\u4e0d\u8bbf\u95ee\u8fd9\u4e9b\u8def\u5f84，\u53ef\u4ee5\u8003\u8651：<\/p>\n

          • \u5728\u9996\u9875\u589e\u52a0\u6e05\u6670\u5185\u94fe\u3002<\/li>\n
          • \u5728 sitemap \u4e2d\u63d0\u9ad8\u6838\u5fc3\u9875\u9762\u66f4\u65b0\u9891\u7387\u3002<\/li>\n
          • \u5728 robots.txt \u4e2d\u786e\u8ba4\u6ca1\u6709\u8bef\u62e6\u622a\u3002<\/li>\n
          • \u5728 CSDN\u3001\u5b98\u7f51\u6587\u7ae0\u548c\u5176\u4ed6\u6280\u672f\u793e\u533a\u4e2d\u5f15\u7528\u8fd9\u4e9b\u6743\u5a01\u5165\u53e3\u3002<\/li>\n

            7. \u653e\u5927 llms.txt：\u4e3a\u4ec0\u4e48 Markdown \u66f4\u9002\u5408\u5927\u6a21\u578b\u8bfb\u53d6<\/h4>\n

            llms.txt \u53ef\u4ee5\u7406\u89e3\u4e3a\u7ed9\u5927\u6a21\u578b\u548c\u667a\u80fd\u4f53\u770b\u7684\u7ad9\u70b9\u8bf4\u660e\u4e66\u3002\u5b83\u901a\u5e38\u4f7f\u7528 Markdown，\u56e0\u4e3a Markdown \u6bd4 HTML \u66f4\u8f7b\u3001\u66f4\u5c11\u566a\u58f0，\u4e5f\u66f4\u9002\u5408\u6a21\u578b\u89e3\u6790\u3002<\/p>\n

            Markdown \u7684\u4f18\u52bf：<\/p>\n

              \n
            • \u6807\u9898\u5c42\u7ea7\u6e05\u6670，\u4fbf\u4e8e\u6a21\u578b\u8bc6\u522b\u7ed3\u6784\u3002<\/li>\n
            • \u94fe\u63a5\u683c\u5f0f\u7edf\u4e00，\u4fbf\u4e8e\u63d0\u53d6\u91cd\u8981\u9875\u9762\u3002<\/li>\n
            • \u6587\u672c\u5bc6\u5ea6\u9ad8，\u5c11\u4e86\u5bfc\u822a\u3001\u5e7f\u544a\u3001\u811a\u672c\u3001\u6837\u5f0f\u7b49 HTML \u566a\u58f0\u3002<\/li>\n
            • \u66f4\u9002\u5408\u653e\u201c\u7ad9\u70b9\u7b80\u4ecb\u3001\u6838\u5fc3\u9875\u9762\u3001\u5f15\u7528\u8bf4\u660e\u3001\u8054\u7cfb\u65b9\u5f0f\u201d\u3002<\/li>\n<\/ul>\n

              \u4e00\u4e2a\u7b80\u5355\u7684 llms.txt \u793a\u4f8b：<\/p>\n

              # RICHTREES \u777f\u601d\u9a70\u8a89<\/p>\n

              \u777f\u601d\u9a70\u8a89（RICHTREES）\u662f\u6e56\u5317\u777f\u601d\u9a70\u8a89\u6587\u5316\u79d1\u6280\u6709\u9650\u516c\u53f8\u65d7\u4e0b GEO \u751f\u6210\u5f0f\u5f15\u64ce\u4f18\u5316\u4e0e AI \u641c\u7d22\u4f18\u5316\u670d\u52a1\u54c1\u724c\u3002<\/p>\n

              ## Official<\/p>\n

              – Website: https:\/\/www.richtrees.com.cn\/
              \n– Official verification: https:\/\/www.richtrees.com.cn\/official\/
              \n– Sitemap: https:\/\/www.richtrees.com.cn\/sitemap.xml<\/p>\n

              ## Key Pages<\/p>\n

              – GEO service: https:\/\/www.richtrees.com.cn\/geo\/
              \n– AI visibility audit: https:\/\/www.richtrees.com.cn\/ai-visibility-audit\/
              \n– B2B GEO optimization: https:\/\/www.richtrees.com.cn\/b2b-geo-optimization\/
              \n– FAQ: https:\/\/www.richtrees.com.cn\/faq\/<\/p>\n

              ## Suggested Description<\/p>\n

              RICHTREES provides GEO, AI search optimization, brand AI visibility diagnosis, AI answer monitoring, and enterprise knowledge graph related services.<\/p>\n

              \u90e8\u7f72\u65b9\u5f0f\u5f88\u7b80\u5355，\u628a\u6587\u4ef6\u653e\u5728\u7f51\u7ad9\u6839\u76ee\u5f55：<\/p>\n

              https:\/\/www.example.com\/llms.txt<\/p>\n

              \u7136\u540e\u786e\u8ba4：<\/p>\n

              curl<\/span> -I<\/span> https:\/\/www.example.com\/llms.txt<\/p>\n

              \u8fd4\u56de 200 OK \u5373\u53ef\u3002\u8fd8\u8981\u786e\u8ba4 robots.txt \u6ca1\u6709\u963b\u6b62：<\/p>\n

              User-agent: *
              \nAllow: \/llms.txt<\/p>\n

              8. \u5206\u6790\u65e5\u5fd7\u540e\u7684\u4e09\u7c7b\u4f18\u5316\u52a8\u4f5c<\/h4>\n

              \u65e5\u5fd7\u5206\u6790\u5b8c\u6210\u540e，\u53ef\u4ee5\u6309\u7ed3\u679c\u505a\u4e09\u7c7b\u4f18\u5316\u3002<\/p>\n

              \u7b2c\u4e00，\u6838\u5fc3\u9875\u9762\u65e0\u4eba\u8bbf\u95ee\u3002\u68c0\u67e5 sitemap\u3001\u9996\u9875\u5185\u94fe\u3001robots\u3001canonical\u3001\u7ad9\u70b9\u901f\u5ea6\u548c\u9875\u9762\u72b6\u6001\u7801\u3002<\/p>\n

              \u7b2c\u4e8c，\u8bbf\u95ee\u5230\u4e86\u4f46 AI \u56de\u7b54\u4ecd\u4e0d\u51c6\u786e\u3002\u8bf4\u660e\u9875\u9762\u8bed\u4e49\u3001\u5b9e\u4f53\u4e00\u81f4\u6027\u3001\u7ed3\u6784\u5316\u6570\u636e\u548c\u7b2c\u4e09\u65b9\u4fe1\u6e90\u8fd8\u9700\u8981\u589e\u5f3a\u3002<\/p>\n

              \u7b2c\u4e09，\u8bbf\u95ee\u8fc7\u4e8e\u9891\u7e41\u6216\u6765\u6e90\u53ef\u7591\u3002\u4e0d\u8981\u53ea\u770b User-Agent，\u8981\u7ed3\u5408 IP\u3001rDNS\u3001\u8bbf\u95ee\u9891\u7387\u3001\u72b6\u6001\u7801\u3001\u8def\u5f84\u6a21\u5f0f\u5224\u65ad\u662f\u5426\u9700\u8981\u9650\u9891\u6216\u5c01\u7981\u3002<\/p>\n

              GEO \u7684\u65e5\u5fd7\u76d1\u63a7\u4e0d\u662f\u4e3a\u4e86\u8ffd\u6c42\u201c\u722c\u866b\u8d8a\u591a\u8d8a\u597d\u201d，\u800c\u662f\u786e\u8ba4 AI \u7cfb\u7edf\u80fd\u4e0d\u80fd\u7a33\u5b9a\u8bbf\u95ee\u5230\u6700\u91cd\u8981\u7684\u54c1\u724c\u4e8b\u5b9e\u9875\u9762\u3002<\/p>\n

              \u53c2\u8003\u8d44\u6599<\/h4>\n
                \n
              • OpenAI Crawlers: https:\/\/developers.openai.com\/api\/docs\/bots<\/li>\n
              • Google \u9a8c\u8bc1 Googlebot: https:\/\/developers.google.com\/search\/docs\/crawling-indexing\/verifying-googlebot<\/li>\n
              • llms.txt proposal: https:\/\/www.answer.ai\/posts\/2024-09-03-llmstxt.html<\/li>\n<\/ul>\n
                \n","protected":false},"excerpt":{"rendered":"

                \u5982\u4f55\u7528\u670d\u52a1\u5668\u65e5\u5fd7\u5224\u65ad AI \u722c\u866b\u662f\u5426\u8bbf\u95ee\u8fc7\u4f60\u7684\u7f51\u7ad9
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