{"id":2431,"date":"2026-04-20T06:01:34","date_gmt":"2026-04-20T06:01:34","guid":{"rendered":"https:\/\/86i87.com\/?p=2431"},"modified":"2026-04-20T06:01:36","modified_gmt":"2026-04-20T06:01:36","slug":"%e4%bb%8e%e5%85%b3%e9%94%ae%e8%af%8d%e5%88%b0%e9%97%ae%e9%a2%98%ef%bc%8c%e4%bb%8e%e9%97%ae%e9%a2%98%e5%88%b0%e5%af%b9%e8%af%9d-%e5%86%8d%e8%b6%85%e8%b6%8a%e5%88%b0%e6%84%8f%e5%9b%be","status":"publish","type":"post","link":"https:\/\/86i87.com\/?p=2431","title":{"rendered":"\u4ece\u5173\u952e\u8bcd\u5230\u95ee\u9898\uff0c\u4ece\u95ee\u9898\u5230\u5bf9\u8bdd\u2014\u2014\u518d\u8d85\u8d8a\u5230\u610f\u56fe\u7f16\u6392"},"content":{"rendered":"\n<p>via <a href=\"https:\/\/ipullrank.com\/ai-search-manual\/search-intent\">https:\/\/ipullrank.com\/ai-search-manual\/search-intent<\/a><\/p>\n\n\n\n<p><strong>\u641c\u7d22\u4ece\u672a\u505c\u6ede\u4e0d\u524d\u3002\u5176\u6f14\u8fdb\u7684\u6bcf\u4e2a\u9636\u6bb5\uff0c\u90fd\u53d6\u51b3\u4e8e\u7cfb\u7edf\u80fd\u5426\u51c6\u786e\u7406\u89e3\u4eba\u4eec<\/strong>\u610f\u56fe<strong>\u2014\u2014\u800c\u4e0d\u4ec5\u4ec5\u662f\u4ed6\u4eec\u8f93\u5165\u4e86\u4ec0\u4e48\u5b57\u8bcd\u3002\u6211\u4eec\u5df2\u4ece\u201c\u7edf\u8ba1\u8bcd\u8bed\u5e8f\u5217\u201d\u53d1\u5c55\u5230\u4e86\u201c\u9884\u5224\u7528\u6237\u751a\u81f3\u6ca1\u6709\u8bf4\u51fa\u6765\u7684\u884c\u4e3a\u201d\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u67e5\u8be2\u7684\u6f14\u8fdb\uff1a\u4ece N-Gram \u5230\u610f\u56fe\u7f16\u6392\u7684\u52a8\u4f5c<\/strong><\/p>\n\n\n\n<p>\u641c\u7d22\u8fdb\u7a0b\u5feb\u7167\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>N-Gram \u5339\u914d \u2192 \u57fa\u7840\u8bcd\u6cd5\u641c\u7d22<\/li>\n\n\n\n<li>\u610f\u56fe\u8bc6\u522b \u2192 \u9762\u5411\u76ee\u6807\u7684\u4fe1\u606f\u83b7\u53d6<\/li>\n\n\n\n<li>\u81ea\u7136\u8bed\u8a00\u67e5\u8be2 \u2192 \u5b8c\u6574\u53e5\u5b50\u3001\u5bcc\u6709\u4e0a\u4e0b\u6587\u4fe1\u606f\u7684\u8f93\u5165<\/li>\n\n\n\n<li>\u5bf9\u8bdd\u5f0f\u67e5\u8be2 \u2192 \u591a\u8f6e\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587\u8bb0\u5fc6<\/li>\n\n\n\n<li>\u7f16\u6392\u52a8\u4f5c \u2192 AI \u63a8\u65ad\u5e76\u6267\u884c\u4e0b\u4e00\u6b65\u64cd\u4f5c\uff0c\u6216\u63d0\u793a\u7528\u6237\u63d0\u4f9b\u66f4\u591a\u4e0a\u4e0b\u6587\u4fe1\u606f<\/li>\n<\/ul>\n\n\n\n<p><strong>\u65e9\u671f\u641c\u7d22\uff1a\u5b57\u9762\u5339\u914d<\/strong><\/p>\n\n\n\n<p>\u641c\u7d22\u6700\u521d\u5c31\u662f\u6a21\u5f0f\u5339\u914d\u3002<\/p>\n\n\n\n<p>\u65e9\u671f\u641c\u7d22\u5f15\u64ce\u5728\u6587\u6863\u4e2d\u5bfb\u627e\u7cbe\u786e\u7684\u5173\u952e\u8bcd\u5b57\u7b26\u4e32\u3002\u5982\u679c\u4f60\u641c\u7d22\u201cbest pizza NYC\u201d\uff0c\u7cfb\u7edf\u4f1a\u628a\u5b83\u62c6\u5206\u6210\u72ec\u7acb\u7684\u8bcd\u9879\uff08\u4e00\u4e2a N-Gram \u6a21\u578b\uff09\uff0c\u7136\u540e\u5728\u5df2\u7d22\u5f15\u7684\u9875\u9762\u4e2d\u8fdb\u884c\u5339\u914d\u3002\u6ca1\u6709\u4e0a\u4e0b\u6587\u3001\u6ca1\u6709\u8bed\u4e49\uff0c\u7eaf\u7cb9\u7684\u5b57\u9762\u5339\u914d\u3002<\/p>\n\n\n\n<p>\u968f\u7740\u4e92\u8054\u7f51\u7684\u7206\u53d1\uff0c\u8fd9\u79cd\u7c97\u653e\u7684\u65b9\u6cd5\u5728\u201c\u6b67\u4e49\u201d\u7684\u91cd\u538b\u4e0b\u5d29\u6e83\u4e86\u3002\u56e0\u4e3a\u540c\u4e00\u4e2a\u8bcd\u53ef\u80fd\u6709\u591a\u79cd\u542b\u4e49\uff0c\u6ca1\u6709\u4e0a\u4e0b\u6587\uff0c\u76f8\u5173\u6027\u5c31\u50cf\u731c\u8c1c\u6e38\u620f\uff1a\u201cApple\u201d\u53ef\u4ee5\u6307\u6c34\u679c\u3001\u79d1\u6280\u516c\u53f8\u6216\u5531\u7247\u516c\u53f8\uff0c\u800c\u7cfb\u7edf\u65e0\u6cd5\u533a\u5206\u3002\u8fd9\u65f6\uff0c\u610f\u56fe\u5206\u7c7b\u5c31\u767b\u573a\u4e86\u2014\u2014\u4e0d\u518d\u53ea\u662f\u5339\u914d\u8bcd\u8bed\uff0c\u800c\u662f\u5c06\u8bcd\u8bed\u6620\u5c04\u5230\u7528\u6237\u60f3\u8981\u5b9e\u73b0\u7684\u76ee\u6807\u4e0a\u3002<\/p>\n\n\n\n<p>Andrei Broder \u5728 2000 \u5e74\u4ee3\u521d\u63d0\u51fa\u7684\u5206\u7c7b\u6846\u67b6\uff0c\u6210\u4e86 SEO \u4ece\u4e1a\u8005\u9ed8\u8ba4\u7684\u5fc3\u667a\u6a21\u578b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4fe1\u606f\u578b\uff08Informational\uff09<\/strong>\uff1a\u7528\u6237\u60f3\u4e86\u89e3\u67d0\u4e9b\u4fe1\u606f\u3002\uff08\u4f8b\u5982\uff1a\u201c\u4ec0\u4e48\u662f Schema \u6807\u8bb0\uff1f\u201d\uff09<\/li>\n\n\n\n<li><strong>\u5bfc\u822a\u578b\uff08Navigational\uff09<\/strong>\uff1a\u7528\u6237\u60f3\u5230\u8fbe\u67d0\u4e2a\u7279\u5b9a\u7f51\u7ad9\u6216\u9875\u9762\u3002\uff08\u4f8b\u5982\uff1a\u201ciPullRank \u535a\u5ba2\u201d\uff09<\/li>\n\n\n\n<li><strong>\u4ea4\u6613\u578b\uff08Transactional\uff09<\/strong>\uff1a\u7528\u6237\u60f3\u6267\u884c\u67d0\u4e2a\u64cd\u4f5c\u3002\uff08\u4f8b\u5982\uff1a\u201c\u5728\u7ebf\u8d2d\u4e70\u8dd1\u978b\u201d\uff09<\/li>\n<\/ul>\n\n\n\n<p>Broder \u7684\u5206\u7c7b\u5e76\u975e\u5b8c\u7f8e\uff0c\u4f46\u5b83\u4e3a\u641c\u7d22\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u79cd\u8d85\u8d8a\u641c\u7d22\u6846\u4e2d\u201c\u5b57\u7b26\u4e32\u201d\u672c\u8eab\u7684\u601d\u8003\u65b9\u5f0f\u3002\u5c3d\u7ba1 Google \u7684\u5de5\u7a0b\u5e08\u4eec\u5728\u6b64\u540e\u591a\u5e74\u4e2d\u4e0d\u65ad\u6269\u5c55\u8fd9\u4e00\u6a21\u578b\uff0c\u5f15\u5165\u4e86\u5546\u4e1a\u8c03\u7814\uff08commercial investigation\uff09\u7b49\u66f4\u7ec6\u7c92\u5ea6\u7684\u5b50\u610f\u56fe\uff0c\u4f46\u8fd9\u4e09\u79cd\u57fa\u672c\u7c7b\u578b\u81f3\u4eca\u4ecd\u5f71\u54cd\u7740\u8bb8\u591a\u8425\u9500\u4eba\u5458\u8fdb\u884c\u5173\u952e\u8bcd\u7814\u7a76\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e SEO \u800c\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u4e00\u4e2a\u660e\u786e\u7684\u8f6c\u53d8\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u505c\u6b62\u76f2\u76ee\u8ffd\u9010\u539f\u59cb\u7684\u5173\u952e\u8bcd\u6570\u91cf\u3002<\/li>\n\n\n\n<li>\u5f00\u59cb\u8ba9\u5185\u5bb9\u4e0e\u641c\u7d22\u7684\u76ee\u7684\u5bf9\u9f50\u3002<\/li>\n\n\n\n<li>\u6784\u5efa\u80fd\u6ee1\u8db3\u5b8c\u6574\u610f\u56fe\u7684\u9875\u9762\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5339\u914d\u67e5\u8be2\u8bcd\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4f8b\u5982\uff0c\u5728 2000 \u5e74\u4ee3\u521d\u671f\uff0c\u641c\u7d22\u201ccheap flights to Chicago\u201d\u53ef\u80fd\u4f1a\u8fd4\u56de\u4e00\u7bc7\u8001\u535a\u5ba2\u6587\u7ae0\uff0c\u91cc\u9762\u6070\u597d\u51fa\u73b0\u4e86\u90a3\u4e2a\u77ed\u8bed\u3002\u800c\u4e00\u65e6\u610f\u56fe\u5206\u7c7b\u6210\u719f\uff0c\u642d\u8f7d\u5b9e\u65f6\u7968\u4ef7\u6570\u636e\u7684\u8ba2\u7968\u5f15\u64ce\u5c31\u4f1a\u628a\u90a3\u79cd\u535a\u5ba2\u6587\u7ae0\u6324\u5230\u7b2c\u4e00\u9875\u4e4b\u540e\u3002<\/p>\n\n\n\n<p>\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86\u8fd9\u4e00\u8303\u7574\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u66f4\u957f\u3001\u66f4\u5177\u63cf\u8ff0\u6027\u7684\u67e5\u8be2<\/li>\n\n\n\n<li>\u5bf9\u540c\u4e49\u8bcd\u548c\u76f8\u5173\u6982\u5ff5\u8fdb\u884c\u5efa\u6a21\u7684\u8bed\u4e49\u6a21\u578b<\/li>\n\n\n\n<li>\u65e9\u671f\u7684\u95ee\u7b54\u7cfb\u7edf\uff08\u4f8b\u5982\uff1a\u201c\u8c37\u6b4c\u7684 CEO \u662f\u8c01\uff1f\u201d\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>\u95ee\u9898\u7684\u5174\u8d77<\/strong><\/p>\n\n\n\n<p>\u5f53\u641c\u7d22\u5f15\u64ce\u66f4\u64c5\u957f\u89e3\u6790\u8bed\u4e49\u4e4b\u540e\uff0c\u7528\u6237\u4e5f\u5f00\u59cb\u6539\u53d8\u4ed6\u4eec\u63d0\u95ee\u7684\u65b9\u5f0f\u3002\u201c\u5934\u8bcd\uff08head terms\uff09\u65f6\u4ee3\u201d\u2014\u2014\u90a3\u79cd\u77ed\u5c0f\u7684\u4e24\u4e09\u4e2a\u8bcd\u77ed\u8bed\u2014\u2014\u9010\u6e10\u8ba9\u4f4d\u4e8e\u5b8c\u6574\u53e5\u5b50\u7684\u67e5\u8be2\u3002\u4f60\u4e0d\u4f1a\u518d\u641c\u201cSUV safety ratings\u201d\uff0c\u800c\u662f\u4f1a\u641c\u201cWhat&#8217;s the safest SUV for families in 2024?\u201d<\/p>\n\n\n\n<p>\u4e24\u5927\u8f6c\u53d8\u63a8\u52a8\u4e86\u8fd9\u4e00\u8d8b\u52bf\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>NLP \u7684\u7a81\u7834<\/strong>\uff1aGoogle \u5728 2013 \u5e74\u7684 Hummingbird\uff08\u8702\u9e1f\uff09\u66f4\u65b0\uff0c\u4ee5\u53ca\u540e\u7eed\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u5982 RankBrain \u548c BERT\uff09\uff0c\u63d0\u5347\u4e86\u7cfb\u7edf\u5c06\u957f\u5c3e\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\u6620\u5c04\u5230\u76f8\u5173\u7ed3\u679c\u7684\u80fd\u529b\u3002<\/li>\n\n\n\n<li><strong>\u5bf9\u7cfb\u7edf\u7684\u4fe1\u4efb<\/strong>\uff1a\u7528\u6237\u610f\u8bc6\u5230\uff0c\u4ed6\u4eec\u4e0d\u518d\u9700\u8981\u201c\u50cf\u641c\u7d22\u5f15\u64ce\u4e00\u6837\u8bf4\u8bdd\u201d\u4e86\u3002\u7cfb\u7edf\u80fd\u591f\u89e3\u6790\u8bed\u4e49\u5dee\u522b\u548c\u7528\u6237\u610f\u56fe\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4ece SEO \u7684\u89d2\u5ea6\u770b\uff0c\u8fd9\u610f\u5473\u7740\u4ece\u201c\u9488\u5bf9\u5173\u952e\u8bcd\u4f18\u5316\u201d\u8f6c\u5411\u201c\u9488\u5bf9\u7b54\u6848\u4f18\u5316\u201d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6bcf\u4e2a\u67e5\u8be2\u5e26\u6765\u66f4\u4e30\u5bcc\u7684\u4e0a\u4e0b\u6587<\/strong>\uff1a\u95ee\u9898\u5f80\u5f80\u80fd\u63ed\u793a\u7528\u6237\u7684\u610f\u56fe\u9636\u6bb5\u548c\u7ea6\u675f\u6761\u4ef6\u3002<\/li>\n\n\n\n<li><strong>\u4ee5\u7b54\u6848\u4e3a\u4e2d\u5fc3\u7684\u4f18\u5316<\/strong>\uff1a\u7ed3\u6784\u5316\u6570\u636e\u3001\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\uff08FAQ\uff09\u4ee5\u53ca\u7b80\u6d01\u7684\u4e13\u5bb6\u6458\u8981\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002<\/li>\n\n\n\n<li><strong>\u96f6\u70b9\u51fb\u66dd\u5149<\/strong>\uff1a\u77e5\u8bc6\u56fe\u8c31\uff08Knowledge Graph\uff09\u548c\u7cbe\u9009\u6458\u8981\uff08Featured Snippets\uff09\u5c06\u7b54\u6848\u76f4\u63a5\u5448\u73b0\u5728\u641c\u7d22\u7ed3\u679c\u9875\uff08SERP\uff09\u4e0a\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u56e0\u6b64\uff0c\u5728 Hummingbird \u4e4b\u524d\uff0c\u641c\u7d22\u201cWho is the president of France?\u201d\u4f1a\u8fd4\u56de\u4e00\u7cfb\u5217\u7f51\u9875\uff0c\u4f60\u9700\u8981\u70b9\u8fdb\u53bb\u624d\u80fd\u627e\u5230\u7b54\u6848\u3002\u800c\u5728 Hummingbird \u4e4b\u540e\uff0c\u7b54\u6848\u201cEmmanuel Macron\u201d\u4f1a\u7acb\u523b\u51fa\u73b0\u5728\u77e5\u8bc6\u9762\u677f\u4e2d\uff0c\u8fd9\u4e9b\u4fe1\u606f\u6765\u6e90\u4e8e\u7ef4\u57fa\u767e\u79d1\u7b49\u7ed3\u6784\u5316\u6570\u636e\u6e90\u3002<\/p>\n\n\n\n<p><strong>\u5bf9\u8bdd\u63a5\u7ba1<\/strong><\/p>\n\n\n\n<p>\u771f\u6b63\u4e0e\u4f20\u7edf\u641c\u7d22\u51b3\u88c2\u7684\u662f\u591a\u8f6e\u4ea4\u4e92\u3002AI \u9a71\u52a8\u7684\u754c\u9762\u80fd\u591f\u8bb0\u4f4f\u4f60\u521a\u521a\u95ee\u8fc7\u4ec0\u4e48\uff0c\u5e76\u5c06\u8fd9\u4e00\u4e0a\u4e0b\u6587\u5ef6\u7eed\u4e0b\u53bb\uff0c\u65e0\u9700\u4f60\u91cd\u590d\u8bf4\u660e\u5404\u9879\u53c2\u6570\u3002<\/p>\n\n\n\n<p>\u4e00\u4e2a\u5178\u578b\u7684\u5bf9\u8bdd\u6d41\u7a0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201c\u54ea\u6b3e CRM \u6700\u9002\u5408\u4e2d\u578b B2B \u516c\u53f8\uff1f\u201d<\/li>\n\n\n\n<li>\u201c\u8fd9\u4e9b\u91cc\u9762\u54ea\u4e2a\u80fd\u4e0e HubSpot \u96c6\u6210\uff1f\u201d<\/li>\n\n\n\n<li>\u201c\u80fd\u5e2e\u6211\u5bf9\u6bd4\u4e00\u4e0b\u4ef7\u683c\u5417\uff1f\u201d<\/li>\n<\/ul>\n\n\n\n<p>\u4f20\u7edf\u641c\u7d22\u4f1a\u5c06\u4ee5\u4e0a\u6bcf\u4e2a\u67e5\u8be2\u90fd\u89c6\u4e3a\u72ec\u7acb\u7684\u3002\u800c AI Mode \u548c ChatGPT \u5219\u4f1a\u8bb0\u4f4f\u6574\u4e2a\u5bf9\u8bdd\u7ebf\u7d22\uff0c\u81ea\u52a8\u6cbf\u7528\u4f60\u4e4b\u524d\u7ed9\u51fa\u7684\u7ea6\u675f\u6761\u4ef6\u3002\u8fd9\u5c31\u662f<strong>\u4e0a\u4e0b\u6587\u4fdd\u7559<\/strong>\u2014\u2014\u591a\u8f6e\u4ea4\u4e92\u4e2d\u7684\u4e00\u9879\u6838\u5fc3\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e SEO \u548c GEO\uff08\u751f\u6210\u5f0f\u5f15\u64ce\u4f18\u5316\uff09\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u540e\u7eed\u95ee\u9898\u9a71\u52a8\u66f4\u6df1\u5165\u7684\u53d1\u73b0<\/strong>\uff1a\u540e\u9762\u7684\u95ee\u9898\u53ef\u80fd\u4f1a\u4ece\u4f60\u7f51\u7ad9\u7684\u4e0d\u540c\u90e8\u5206\u6293\u53d6\u4fe1\u606f\uff0c\u800c\u4e0d\u662f\u50cf\u7b2c\u4e00\u4e2a\u67e5\u8be2\u90a3\u6837\u53ea\u4ece\u4e00\u4e2a\u5730\u65b9\u83b7\u53d6\u3002<\/li>\n\n\n\n<li><strong>\u5185\u5bb9\u5fc5\u987b\u76f8\u4e92\u5173\u8054<\/strong>\uff1a\u5355\u4e2a\u843d\u5730\u9875\u662f\u4e0d\u591f\u7684\u3002AI \u53ef\u80fd\u4f1a\u4ece\u591a\u4e2a\u5185\u5bb9\u8d44\u4ea7\u4e2d\u62bd\u53d6\u7247\u6bb5\u6765\u7efc\u5408\u51fa\u4e00\u4e2a\u7b54\u6848\u3002<\/li>\n\n\n\n<li><strong>\u5206\u652f\u8bdd\u9898\u4e5f\u9700\u8981\u8986\u76d6<\/strong>\uff1aAI \u53ef\u80fd\u4f1a\u63a2\u7d22\u4f60\u6ca1\u6709\u9884\u6599\u5230\u3001\u4f46\u4ecd\u4e0e\u539f\u59cb\u67e5\u8be2\u76f8\u5173\u7684\u65c1\u652f\u8bdd\u9898\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5728 Google AI Mode \u4e2d\uff0c\u4ee5\u201c\u6700\u9002\u5408\u4f01\u4e1a\u7684 SEO \u5de5\u5177\u201d\u5f00\u59cb\uff0c\u63a5\u7740\u95ee\u201c\u54ea\u4e9b\u6709\u4eba\u5de5\u667a\u80fd\u529f\u80fd\uff1f\u201d\u2014\u2014\u641c\u7d22\u4e0d\u4f1a\u4ece\u5934\u5f00\u59cb\u3002\u7cfb\u7edf\u4f1a\u5bf9\u4e4b\u524d\u7684\u7efc\u5408\u7ed3\u679c\u8fdb\u884c\u7b5b\u9009\uff0c\u5e76\u8fd4\u56de\u4e00\u7ec4\u66f4\u65b0\u540e\u7684\u63a8\u8350\uff0c\u901a\u5e38\u4f1a\u878d\u5408\u591a\u4e2a\u6765\u6e90\u3002<\/p>\n\n\n\n<p>\u5728\u5b9e\u8df5\u4e2d\uff0c\u8fd9\u610f\u5473\u7740\u4f60\u9700\u8981\u8bbe\u8ba1\u4e00\u4e2a\u80fd\u591f\u8986\u76d6\u6574\u4e2a\u4e3b\u9898\u6216\u4e00\u7ec4\u76f8\u5173\u4e3b\u9898\u7684<strong>\u5185\u5bb9\u751f\u6001\u7cfb\u7edf<\/strong>\u3002\u4f60\u8981\u8ba9 AI \u5c06\u4f60\u89c6\u4e3a\u4e00\u4e2a\u6301\u7eed\u76f8\u5173\u3001\u80fd\u5904\u7406\u591a\u8f6e\u4ea4\u4e92\u3001\u5177\u6709\u6743\u5a01\u6027\u7684\u4fe1\u606f\u8d21\u732e\u8005\u3002\u8fd9\u4e5f\u6b63\u662f Google \u6b63\u5728\u52a0\u5927\u5bf9\u8bd5\u56fe\u6d89\u8db3\u81ea\u8eab\u6838\u5fc3\u80fd\u529b\u4e4b\u5916\u4e3b\u9898\u7684\u7f51\u7ad9\u8fdb\u884c\u60e9\u7f5a\u7684\u539f\u56e0\u3002<\/p>\n\n\n\n<p><strong>\u610f\u56fe\u7f16\u6392<\/strong><\/p>\n\n\n\n<p>\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u8fdb\u5165\u4e86\u4e00\u4e2a\u65b0\u7684\u9636\u6bb5\uff1aAI \u80fd\u591f\u540c\u65f6\u7f16\u6392\u591a\u4e2a\u610f\u56fe\u3002\u56e0\u4e3a\u610f\u56fe\u4e0d\u662f\u9759\u6001\u7684\uff0cAI \u4f1a\u5229\u7528\u7528\u6237\u8f93\u5165\u7684\u5b57\u9762\u67e5\u8be2\u3001\u8fc7\u5f80\u4ea4\u4e92\u8bb0\u5f55\u3001\u7528\u6237\u753b\u50cf\u4ee5\u53ca\u5b9e\u65f6\u6570\u636e\uff0c\u6765\u9884\u6d4b\u7528\u6237\u7684\u4e0b\u4e00\u6b65\u884c\u52a8\u3002<\/p>\n\n\n\n<p>\u6b63\u5982\u6211\u4eec\u5728\u524d\u4e00\u7ae0\u4e2d\u6240\u63a2\u8ba8\u7684\uff0cGoogle AI Mode \u5728\u56de\u5e94\u50cf\u201c\u8ba1\u5212\u4e00\u6b21\u5341\u6708\u4efd\u53bb\u91cc\u65af\u672c\u7684\u65c5\u884c\u201d\u8fd9\u6837\u7684\u67e5\u8be2\u65f6\uff0c\u53ef\u80fd\u4f1a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d0\u53d6\u822a\u73ed\u548c\u9152\u5e97\u6570\u636e<\/li>\n\n\n\n<li>\u6839\u636e\u4f60\u8fc7\u53bb\u7684\u9884\u8ba2\u884c\u4e3a\u8fdb\u884c\u7b5b\u9009<\/li>\n\n\n\n<li>\u63a8\u8350\u7b26\u5408\u4f60\u5174\u8da3\u7684\u5f53\u5730\u6d3b\u52a8<\/li>\n<\/ul>\n\n\n\n<p>\u800c\u96c6\u6210\u4e86\u5404\u79cd\u5de5\u5177\u7684 ChatGPT-5 \u5219\u53ef\u4ee5\u66f4\u8fdb\u4e00\u6b65\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d77\u8349\u4e00\u4efd\u5b9a\u5236\u5316\u7684\u884c\u7a0b\u5355<\/li>\n\n\n\n<li>\u5b8c\u6210\u9884\u8ba2<\/li>\n\n\n\n<li>\u5c06\u63d0\u9192\u4e8b\u9879\u6dfb\u52a0\u5230\u4f60\u7684\u65e5\u5386\u4e2d<\/li>\n<\/ul>\n\n\n\n<p>\u5bf9\u4e8e GEO \u800c\u8a00\uff0c\u6311\u6218\u5728\u4e8e\uff1a\u5f53 AI \u7f16\u6392\u8fd9\u4e9b\u4e0d\u540c\u73af\u8282\u4e4b\u95f4\u7684\u8f6c\u6362\u65f6\uff0c\u5982\u4f55\u786e\u4fdd\u4f60\u7684\u54c1\u724c\u59cb\u7ec8\u5728 AI \u7684\u8003\u8651\u8303\u56f4\u4e4b\u5185\u3002\u8fd9\u610f\u5473\u7740\u9700\u8981\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c06\u5185\u5bb9\u6620\u5c04\u5230\u591a\u79cd\u610f\u56fe\u72b6\u6001<\/li>\n\n\n\n<li>\u4f7f\u7528\u7ed3\u6784\u5316\u6570\u636e\uff0c\u8ba9 AI \u66f4\u5bb9\u6613\u5728\u4f60\u7684\u4e0d\u540c\u5185\u5bb9\u8d44\u4ea7\u4e4b\u95f4\u201c\u8df3\u8f6c\u201d<\/li>\n\n\n\n<li>\u9884\u5224 AI \u53ef\u80fd\u4f1a\u8f6c\u5411\u7684\u76f8\u90bb\u8bdd\u9898<\/li>\n\n\n\n<li>\u4e3a\u4ea7\u54c1\u548c\u670d\u52a1\u63d0\u4f9b\u6e05\u6670\u7684\u53c2\u6570\u548c\u7ed3\u6784\u5316\u6570\u636e<\/li>\n\n\n\n<li>\u5c06\u64cd\u4f5c\u6307\u5357\u6a21\u5757\u5316\uff0c\u65b9\u4fbf AI \u5c06\u5176\u91cd\u65b0\u683c\u5f0f\u5316\u4e3a\u6e05\u5355<\/li>\n\n\n\n<li>\u4fdd\u6301\u672c\u5730\u6216\u5229\u57fa\u6570\u636e\u7684\u5b9e\u65f6\u6027\u548c\u51c6\u786e\u6027\uff0c\u4ee5\u4fbf\u80fd\u591f\u83b7\u5f97\u5b9e\u65f6\u63a8\u8350<\/li>\n<\/ul>\n\n\n\n<p><strong>\u8d85\u8d8a\uff1a\u4e3b\u52a8\u578b\u667a\u80fd\u4f53\u4e0e\u63d0\u793a\u8bcd\u53cd\u6f14<\/strong><\/p>\n\n\n\n<p>\u4e0b\u4e00\u6ce2\u641c\u7d22\u4e0e AI \u4ea4\u4e92\u5c06\u540c\u65f6\u671d\u7740\u4e24\u4e2a\u65b9\u5411\u53d1\u5c55\u2014\u2014\u4e00\u8fb9\u662f\u65e0\u9700\u7b49\u5f85\u63d0\u793a\u5c31\u80fd\u4ee3\u8868\u4f60\u884c\u52a8\u7684\u667a\u80fd\u4f53\uff0c\u53e6\u4e00\u8fb9\u662f\u5728\u7ed9\u51fa\u7ed3\u679c\u4e4b\u524d\u6682\u505c\u4e0b\u6765\u3001\u5411\u4f60\u63d0\u51fa\u66f4\u4f18\u95ee\u9898\u7684\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u52a8\u578b\u667a\u80fd\u4f53<\/strong><\/p>\n\n\n\n<p>\u4e3b\u52a8\u578b\u667a\u80fd\u4f53\u80fd\u591f\u6839\u636e\u4f60\u7684\u884c\u4e3a\u6a21\u5f0f\u3001\u6240\u5904\u73af\u5883\u4ee5\u53ca\u5916\u90e8\u6570\u636e\u6d41\uff0c\u68c0\u6d4b\u51fa\u6f5c\u5728\u7684\u9700\u6c42\u3002\u5b83\u4eec\u4e0d\u53ea\u662f\u54cd\u5e94\uff0c\u800c\u662f\u4f1a\u4e3b\u52a8\u53d1\u8d77\u884c\u52a8\u3002<\/p>\n\n\n\n<p>\u793a\u4f8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e00\u4e2a\u4f01\u4e1a\u7ea7 AI \u53d1\u73b0\uff0c\u4f60\u7684\u54c1\u724c\u5728 AI Mode \u4e2d\u9488\u5bf9\u67d0\u4e2a\u9ad8\u4ef7\u503c\u4ea7\u54c1\u67e5\u8be2\u7684\u524d\u4e09\u540d\u7ed3\u679c\u91cc\u7f3a\u5931\u4e86\uff0c\u4e8e\u662f\u5b83\u5411\u4f60\u7684\u8425\u9500\u56e2\u961f\u53d1\u51fa\u63d0\u9192\uff0c\u5e76\u9644\u4e0a\u4f18\u5316\u5efa\u8bae\u3002<\/li>\n\n\n\n<li>\u4e00\u4e2a\u65c5\u884c\u52a9\u624b\u770b\u5230\u4f60\u9884\u8ba2\u4e86\u4e00\u5f20\u53bb\u53c2\u52a0\u4f1a\u8bae\u7684\u673a\u7968\uff0c\u4fbf\u81ea\u52a8\u67e5\u627e\u4f1a\u573a\u9644\u8fd1\u7684\u9152\u5e97\u9009\u9879\uff0c\u5e76\u6839\u636e\u4f60\u7684\u4f1a\u5458\u8ba1\u5212\u8fdb\u884c\u7b5b\u9009\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5bf9\u4e8e GEO \u548c\u76f8\u5173\u6027\u5de5\u7a0b\uff08Relevance Engineering\uff09\u800c\u8a00\uff0c\u8fd9\u8981\u6c42\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d0\u4f9b\u7ed3\u6784\u5316\u3001\u53ef\u8bbf\u95ee\u7684\u6570\u636e\uff0c\u968f\u65f6\u51c6\u5907\u96c6\u6210\u5230\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u4e2d<\/li>\n\n\n\n<li>\u53ca\u65f6\u66f4\u65b0\uff0c\u786e\u4fdd\u63a8\u8350\u7ed3\u679c\u503c\u5f97\u4fe1\u8d56<\/li>\n\n\n\n<li>\u660e\u786e\u7684\u64cd\u4f5c\u7aef\u70b9\uff08\u9884\u8ba2\u3001\u8d2d\u4e70\u3001\u6ce8\u518c\uff09\uff0c\u8ba9\u667a\u80fd\u4f53\u80fd\u591f\u6267\u884c\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5efa\u8bae<\/li>\n<\/ul>\n\n\n\n<p><strong>\u63d0\u793a\u8bcd\u53cd\u6f14<\/strong><\/p>\n\n\n\n<p>\u63d0\u793a\u8bcd\u53cd\u6f14\uff0c\u662f\u6307 AI \u4e3b\u52a8\u5411\u4f60\u8be2\u95ee\u5b83\u77e5\u9053\u81ea\u5df1\u6240\u9700\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u4ee5\u4fbf\u63d0\u4f9b\u66f4\u597d\u7684\u7ed3\u679c\u3002\u7cfb\u7edf\u4e0d\u518d\u5f3a\u8feb\u7528\u6237\u53bb\u9884\u5224\u6b63\u786e\u7684\u63aa\u8f9e\uff0c\u800c\u662f\u81ea\u5df1\u5f15\u5bfc\u4fe1\u606f\u5b8c\u5584\u7684\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>\u793a\u4f8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Google AI Mode \u5728\u56de\u590d\u201c\u8ba1\u5212\u4e00\u6b21\u5341\u6708\u4efd\u53bb\u91cc\u65af\u672c\u7684\u65c5\u884c\u201d\u65f6\uff0c\u4f1a\u5148\u95ee\u201c\u4f60\u662f\u72ec\u81ea\u65c5\u884c\u8fd8\u662f\u8ddf\u56e2\uff1f\u201d\uff0c\u7136\u540e\u518d\u5c55\u793a\u7ed3\u679c\u3002<\/li>\n\n\n\n<li>ChatGPT-5 \u5728\u56de\u5e94\u201c\u5e2e\u6211\u9009\u4e00\u6b3e CRM\u201d\u65f6\uff0c\u4f1a\u5148\u95ee\u201c\u4f60\u66f4\u770b\u91cd\u96c6\u6210\u80fd\u529b\u3001\u6210\u672c\uff0c\u8fd8\u662f\u53ef\u6269\u5c55\u6027\uff1f\u201d\uff0c\u4ece\u800c\u7f29\u5c0f\u8f93\u51fa\u8303\u56f4\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u5bf9 SEO \u548c GEO \u540c\u6837\u5177\u6709\u5f71\u54cd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5185\u5bb9\u5fc5\u987b\u80fd\u591f\u9002\u5e94\u4e0d\u540c\u7684\u540e\u7eed\u8ffd\u95ee\u573a\u666f\uff0c\u65e0\u8bba AI \u5982\u4f55\u5f15\u5bfc\u5bf9\u8bdd\u6d41\u7a0b\uff0c\u4f60\u7684\u5185\u5bb9\u90fd\u59cb\u7ec8\u6709\u8d44\u683c\u88ab\u9009\u7528\u3002<\/li>\n\n\n\n<li>\u8986\u76d6\u6df1\u5ea6\u81f3\u5173\u91cd\u8981\u2014\u2014AI \u53ef\u80fd\u5728\u4f60\u5185\u5bb9\u7684\u7b2c\u4e8c\u6216\u7b2c\u4e09\u8f6e\u4ea4\u4e92\u4e2d\u624d\u5c06\u5176\u5448\u73b0\uff0c\u800c\u975e\u7b2c\u4e00\u8f6e\u3002<\/li>\n\n\n\n<li>\u8bdd\u9898\u5e94\u8be5\u8db3\u591f\u7ec6\u7c92\u5ea6\uff0c\u5c06\u6982\u5ff5\u62c6\u89e3\u6210\u539f\u5b50\u5316\u3001\u53ef\u94fe\u63a5\u7684\u60f3\u6cd5\uff0c\u4f7f\u5176\u80fd\u591f\u4f5c\u4e3a\u7279\u5b9a\u540e\u7eed\u95ee\u9898\u7684\u76f4\u63a5\u7b54\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u603b\u800c\u8a00\u4e4b\uff0c\u4e3b\u52a8\u578b\u667a\u80fd\u4f53\u4e0e\u63d0\u793a\u8bcd\u53cd\u6f14\u5171\u540c\u6807\u5fd7\u7740\u4e00\u79cd\u8f6c\u53d8\uff1a\u4ece\u201c\u62c9\u53d6\u5f0f\u201d\u7684\u641c\u7d22\u6a21\u578b\uff0c\u8d70\u5411\u6301\u7eed\u3001\u81ea\u9002\u5e94\u7684\u8f85\u52a9\u6a21\u5f0f\u2014\u2014\u5728\u8fd9\u79cd\u6a21\u5f0f\u4e0b\uff0c\u76f8\u5173\u6027\u4e0d\u4ec5\u5173\u4e4e\u5339\u914d\u4e00\u4e2a\u67e5\u8be2\uff0c\u66f4\u5728\u4e8e\u5f53 AI \u5f15\u5bfc\u4ea4\u4e92\u65f6\uff0c\u4f60\u80fd\u5426\u59cb\u7ec8\u4fdd\u6301\u6709\u7528\u3002<\/p>\n\n\n\n<p><strong>\u4e3a AI \u641c\u7d22\u6269\u5c55\u610f\u56fe\u5206\u7c7b\u4f53\u7cfb<\/strong><\/p>\n\n\n\n<p>\u4fe1\u606f\u578b\/\u5bfc\u822a\u578b\/\u4ea4\u6613\u578b\u8fd9\u4e00\u6a21\u578b\u66fe\u7ecf\u53d1\u6325\u4e86\u5b83\u7684\u4f5c\u7528\uff0c\u4f46\u5bf9\u8bdd\u5f0f\u641c\u7d22\u9700\u8981\u66f4\u5e7f\u9614\u7684\u89c6\u89d2\u3002\u4ee4\u4eba\u9ad8\u5174\u7684\u662f\uff0c\u751a\u81f3\u5728 AI \u641c\u7d22\u53d1\u5c55\u4e4b\u524d\uff0cSEO \u4ece\u4e1a\u8005\u5c31\u5df2\u7ecf\u5728\u63a2\u7d22\u4eba\u4eec\u5728\u641c\u7d22\u4e2d\u4f7f\u7528\u7684\u5404\u79cd\u7ec6\u7c92\u5ea6\u5b50\u610f\u56fe\u4e86\u3002<\/p>\n\n\n\n<p>\u5728 AI \u5e73\u53f0\u4e2d\uff0c\u8bb8\u591a\u4ea4\u4e92\u90fd\u662f\u63a2\u7d22\u6027\u7684\u3001\u8fed\u4ee3\u5f0f\u7684\uff0c\u751a\u81f3\u662f\u201c\u73af\u5883\u5f0f\u201d\u7684\u2014\u2014\u6839\u672c\u6ca1\u6709\u660e\u786e\u7684\u201c\u641c\u7d22\u201d\u65f6\u523b\u3002<\/p>\n\n\n\n<p>\u5728 AI \u8bed\u5883\u4e0b\uff0c\u610f\u56fe\u53ef\u4ee5\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4fe1\u606f\u578b<\/strong>\uff1a\u5bfb\u6c42\u77e5\u8bc6\u6216\u6f84\u6e05<\/li>\n\n\n\n<li><strong>\u5bfc\u822a\u578b<\/strong>\uff1a\u5b9a\u4f4d\u7279\u5b9a\u7f51\u7ad9\u3001\u5e94\u7528\u6216\u4e2a\u4eba\u8d44\u6599<\/li>\n\n\n\n<li><strong>\u4ea4\u6613\u578b<\/strong>\uff1a\u5b8c\u6210\u8d2d\u4e70\u6216\u9884\u8ba2<\/li>\n\n\n\n<li><strong>\u6bd4\u8f83\u578b<\/strong>\uff1a\u5e76\u6392\u8bc4\u4f30\u591a\u4e2a\u9009\u9879<\/li>\n\n\n\n<li><strong>\u63a2\u7d22\u578b<\/strong>\uff1a\u5f00\u653e\u5f0f\u7684\u53d1\u73b0<\/li>\n\n\n\n<li><strong>\u6f84\u6e05\u578b<\/strong>\uff1a\u6839\u636e\u53cd\u9988\u6536\u7a84\u6216\u91cd\u65b0\u5b9a\u4e49<\/li>\n\n\n\n<li><strong>\u7f16\u6392\u578b<\/strong>\uff1a\u542f\u52a8\u4e00\u7cfb\u5217\u76f8\u5173\u52a8\u4f5c<\/li>\n\n\n\n<li><strong>\u73af\u5883\u578b<\/strong>\uff1a\u63a5\u6536\u4e3b\u52a8\u7684\u3001\u7531\u4e0a\u4e0b\u6587\u89e6\u53d1\u7684\u66f4\u65b0<\/li>\n<\/ul>\n\n\n\n<p>\u6700\u540e\u4e09\u79cd\u4e0e GEO \u5c24\u5176\u76f8\u5173\u3002\u5728\u7f16\u6392\u578b\u548c\u73af\u5883\u578b\u6a21\u5f0f\u4e0b\uff0c\u4ece\u7528\u6237\u7684\u89d2\u5ea6\u770b\uff0c\u201c\u641c\u7d22\u201d\u8fd9\u4e00\u6b65\u53ef\u80fd\u4f1a\u5b8c\u5168\u6d88\u5931\u2014\u2014AI \u5728\u540e\u53f0\u65e0\u5f62\u5730\u5b8c\u6210\u68c0\u7d22\u3001\u8bc4\u4f30\u548c\u6267\u884c\u3002<\/p>\n\n\n\n<p>Profound \u5e73\u53f0\u9488\u5bf9\u7279\u5b9a\u67e5\u8be2\u6574\u7406\u4e86\u5404\u7c7b\u641c\u7d22\u610f\u56fe\u7684\u6570\u636e\uff1a<\/p>\n\n\n\n<p>\uff08\u6b64\u5904\u5e94\u6709\u56fe\u8868\uff0c\u63cf\u8ff0\u5404\u7c7b AI \u641c\u7d22\u610f\u56fe\uff09<\/p>\n\n\n\n<p><strong>\u4e3a\u4ec0\u4e48\u8fd9\u5bf9 SEO\/GEO \u5f88\u91cd\u8981\uff1f<\/strong><\/p>\n\n\n\n<p>\u53ea\u4e3a\u53ef\u89c1\u7684\u641c\u7d22\u67e5\u8be2\u8fdb\u884c\u4f18\u5316\u7684\u54c1\u724c\uff0c\u5c06\u4f1a\u5728\u8fd9\u4e9b\u201c\u9690\u5f62\u201d\u4ea4\u4e92\u4e2d\u5931\u53bb\u53ef\u89c1\u6027\u3002\u5185\u5bb9\u9700\u8981\u80fd\u591f\u5728\u52a8\u4f5c\u7f16\u6392\u5c42\u9762\u88ab\u53d1\u73b0\u3001\u88ab\u4f7f\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u7c7b\u522b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u610f\u56fe\u7c7b\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u63cf\u8ff0<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u793a\u4f8b<\/th><\/tr><\/thead><tbody><tr><td><strong>\u9762\u5411\u641c\u7d22<\/strong><\/td><td>\u4fe1\u606f\u578b<\/td><td>\u5bfb\u6c42\u77e5\u8bc6\u6216\u6f84\u6e05<\/td><td>\u4ec0\u4e48\u662f\u751f\u6210\u5f0f\u5f15\u64ce\u4f18\u5316\uff1f<\/td><\/tr><tr><td><\/td><td>\u5b9a\u4e49\u578b<\/td><td>\u8be2\u95ee\u67d0\u4e2a\u672f\u8bed\u6216\u6982\u5ff5\u7684\u542b\u4e49<\/td><td>\u5b9a\u4e49\u201c\u6f5c\u5728\u8bed\u4e49\u7d22\u5f15\u201d\u3002<\/td><\/tr><tr><td><\/td><td>\u64cd\u4f5c\u6307\u5357\u578b<\/td><td>\u8bf7\u6c42\u9010\u6b65\u7684\u64cd\u4f5c\u8bf4\u660e\u6216\u6d41\u7a0b<\/td><td>\u5982\u4f55\u5728 Google \u641c\u7d22\u4e2d\u8bbe\u7f6e AI Mode\uff1f<\/td><\/tr><tr><td><\/td><td>\u539f\u56e0\u578b<\/td><td>\u8be2\u95ee\u7406\u7531\u3001\u539f\u56e0\u6216\u89e3\u91ca<\/td><td>\u4e3a\u4ec0\u4e48\u6211\u7684\u7f51\u7ad9\u5728\u54c1\u724c\u5173\u952e\u8bcd\u4e0a\u6ca1\u6709\u6392\u540d\uff1f<\/td><\/tr><tr><td><\/td><td>\u4e8b\u5b9e\u6838\u67e5\u578b<\/td><td>\u9a8c\u8bc1\u67d0\u4e2a\u5177\u4f53\u8bf4\u6cd5\u6216\u6570\u636e\u70b9<\/td><td>Google \u662f\u5426\u4ece\u641c\u7d22\u7ed3\u679c\u4e2d\u79fb\u9664\u4e86\u7f13\u5b58\u94fe\u63a5\uff1f<\/td><\/tr><tr><td><\/td><td>\u6bd4\u8f83\u578b<\/td><td>\u76f4\u63a5\u5bf9\u6bd4\u4e24\u4e2a\u6216\u591a\u4e2a\u9009\u9879<\/td><td>\u9762\u5411\u4f01\u4e1a\u7814\u7a76\u7684 Gemini \u5bf9\u6bd4 ChatGPT\u3002<\/td><\/tr><tr><td><\/td><td>\u8bc4\u4ef7\u578b<\/td><td>\u8bf7\u6c42\u610f\u89c1\u6216\u5b9a\u6027\u8bc4\u4f30<\/td><td>Perplexity \u6bd4 AI Mode \u66f4\u597d\u5417\uff1f<\/td><\/tr><tr><td><\/td><td>\u8d2d\u4e70\u63a8\u8350\u578b<\/td><td>\u8be2\u95ee\u5e94\u8be5\u4e70\u4ec0\u4e48\u4ea7\u54c1\u6216\u670d\u52a1<\/td><td>\u9002\u5408 500 \u4eba SaaS \u516c\u53f8\u7684\u6700\u4f73 CRM \u662f\u4ec0\u4e48\uff1f<\/td><\/tr><tr><td><\/td><td>\u4f7f\u7528\u63a8\u8350\u578b<\/td><td>\u5bfb\u6c42\u5173\u4e8e\u5982\u4f55\u4f7f\u7528\u5df2\u6709\u7269\u54c1\u7684\u5efa\u8bae<\/td><td>\u5982\u4f55\u4f18\u5316 HubSpot \u4ee5\u8fdb\u884c SEO \u8ddf\u8e2a\uff1f<\/td><\/tr><tr><td><\/td><td>\u4f4d\u7f6e\u578b<\/td><td>\u8be2\u95ee\u67d0\u7269\uff08\u7269\u7406\u6216\u6570\u5b57\uff09\u5728\u54ea\u91cc<\/td><td>AI Mode \u7684\u8bbe\u7f6e\u83dc\u5355\u5728\u54ea\u91cc\uff1f<\/td><\/tr><tr><td><\/td><td>\u54c1\u724c\u5bfc\u822a\u578b<\/td><td>\u8bf7\u6c42\u6253\u5f00\u6216\u5230\u8fbe\u7279\u5b9a\u7f51\u7ad9\u3001\u5e94\u7528\u6216\u5de5\u5177<\/td><td>\u6253\u5f00 iPullRank \u7684 AI \u641c\u7d22\u624b\u518c\u3002<\/td><\/tr><tr><td><strong>\u4ea4\u6613\u578b<\/strong><\/td><td>\u9884\u8ba2\u578b<\/td><td>\u8bf7\u6c42\u9884\u7ea6\u6216\u5b89\u6392\u65e5\u7a0b<\/td><td>\u9884\u7ea6\u4e0b\u5468\u4e0e iPullRank \u7684\u4f1a\u8bae\u3002<\/td><\/tr><tr><td><\/td><td>\u6ce8\u518c\u578b<\/td><td>\u8bf7\u6c42\u6ce8\u518c\u3001\u8ba2\u9605\u6216\u521b\u5efa\u8d26\u6237<\/td><td>\u5e2e\u6211\u62a5\u540d\u53c2\u52a0 AI Mode \u7f51\u7edc\u7814\u8ba8\u4f1a\u3002<\/td><\/tr><tr><td><\/td><td>\u4e0b\u8f7d\u578b<\/td><td>\u8bf7\u6c42\u6587\u4ef6\u3001\u8d44\u6599\u6216\u5e94\u7528\u7a0b\u5e8f<\/td><td>\u4e0b\u8f7d\u300aAI \u641c\u7d22\u624b\u518c\u300bPDF\u3002<\/td><\/tr><tr><td><\/td><td>\u8d2d\u4e70\u578b<\/td><td>\u76f4\u63a5\u8bf7\u6c42\u8d2d\u4e70<\/td><td>\u8d2d\u4e70 SEO Week \u95e8\u7968\u3002<\/td><\/tr><tr><td><strong>\u63a2\u7d22\u4e0e\u4e0a\u4e0b\u6587\u6784\u5efa<\/strong><\/td><td>\u63a2\u7d22\u578b<\/td><td>\u6ca1\u6709\u56fa\u5b9a\u76ee\u6807\u7684\u5f00\u653e\u5f0f\u53d1\u73b0<\/td><td>\u5411\u6211\u5c55\u793a 2025 \u5e74\u6709\u8da3\u7684 AI \u4e13\u5229\u3002<\/td><\/tr><tr><td><\/td><td>\u6f84\u6e05\u578b<\/td><td>\u6839\u636e\u53cd\u9988\u6536\u7a84\u6216\u91cd\u65b0\u5b9a\u4e49<\/td><td>\u6211\u6307\u7684\u662f\u81ea\u7136\u6392\u540d\uff0c\u4e0d\u662f\u4ed8\u8d39\u6392\u540d\u3002<\/td><\/tr><tr><td><\/td><td>\u7f16\u6392\u578b<\/td><td>\u542f\u52a8\u4e00\u7cfb\u5217\u76f8\u5173\u52a8\u4f5c<\/td><td>\u521b\u5efa\u4e00\u4e2a\u5185\u5bb9\u8ba1\u5212\u5e76\u628a\u8349\u7a3f\u53d1\u7ed9\u6211\u3002<\/td><\/tr><tr><td><\/td><td>\u73af\u5883\u578b<\/td><td>\u63a5\u6536\u4e3b\u52a8\u7684\u3001\u7531\u4e0a\u4e0b\u6587\u89e6\u53d1\u7684\u66f4\u65b0<\/td><td>\u5f53 Google \u66f4\u65b0 AI Mode \u65f6\u901a\u77e5\u6211\u3002<\/td><\/tr><tr><td><\/td><td>\u4e3b\u52a8\u578b\u667a\u80fd\u4f53<\/td><td>AI \u65e0\u9700\u67e5\u8be2\u5373\u4e3b\u52a8\u63d0\u4f9b\u5e2e\u52a9<\/td><td>\u201c\u6211\u6ce8\u610f\u5230\u4f60\u6628\u5929\u641c\u7d22\u4e86\u2018AI Mode\u2019\u2014\u2014\u60f3\u4e86\u89e3\u4e00\u4e0b\u66f4\u65b0\u5417\uff1f\u201d<\/td><\/tr><tr><td><\/td><td>\u63d0\u793a\u8bcd\u53cd\u6f14<\/td><td>AI \u63d0\u51fa\u6f84\u6e05\u6027\u95ee\u9898\u4ee5\u4f18\u5316\u7ed3\u679c<\/td><td>\u201c\u4f60\u60f3\u8981\u4f01\u4e1a\u7ea7\u8fd8\u662f\u4e2d\u5c0f\u578b\u4f01\u4e1a\u89e3\u51b3\u65b9\u6848\uff1f\u201d<\/td><\/tr><tr><td><strong>\u751f\u6210\u4e0e\u521b\u610f<\/strong><\/td><td>\u521b\u610f\u751f\u6210\u578b<\/td><td>\u8bf7\u6c42\u751f\u6210\u539f\u521b\u521b\u610f\u5185\u5bb9<\/td><td>\u5199\u4e00\u7bc7\u5173\u4e8e GEO \u7684\u9886\u82f1\u5e16\u5b50\u3002<\/td><\/tr><tr><td><\/td><td>\u6587\u6863\u8d77\u8349\u578b<\/td><td>\u8bf7\u6c42\u6b63\u5f0f\u6216\u6709\u7ed3\u6784\u7684\u5199\u4f5c<\/td><td>\u8d77\u8349\u4e00\u4efd\u5173\u4e8e AI \u9a71\u52a8 SEO \u7b56\u7565\u7684\u63d0\u6848\u3002<\/td><\/tr><tr><td><\/td><td>\u53ef\u89c6\u5316\u578b<\/td><td>\u8bf7\u6c42\u56fe\u8868\u3001\u793a\u610f\u56fe\u6216\u5176\u4ed6\u53ef\u89c6\u5316\u5185\u5bb9<\/td><td>\u5236\u4f5c\u4e00\u5f20 AI Mode \u91c7\u7528\u8d8b\u52bf\u56fe\u3002<\/td><\/tr><tr><td><\/td><td>\u6539\u5199\u578b<\/td><td>\u8981\u6c42\u5728\u4e0d\u6539\u53d8\u539f\u610f\u7684\u524d\u63d0\u4e0b\u91cd\u65b0\u8868\u8ff0<\/td><td>\u628a\u8fd9\u7bc7\u535a\u5ba2\u6587\u7ae0\u6539\u5199\u6210\u66f4\u53e3\u8bed\u5316\u7684\u98ce\u683c\u3002<\/td><\/tr><tr><td><strong>\u5b9e\u7528\u4e0e\u6545\u969c\u6392\u9664<\/strong><\/td><td>\u6545\u969c\u6392\u9664\u578b<\/td><td>\u62a5\u544a\u95ee\u9898\u5e76\u5bfb\u6c42\u89e3\u51b3\u65b9\u6848<\/td><td>\u6211\u7684 AI Mode \u65e0\u6cd5\u52a0\u8f7d\u2014\u2014\u51fa\u4e86\u4ec0\u4e48\u95ee\u9898\uff1f<\/td><\/tr><tr><td><\/td><td>\u64cd\u4f5c\u8bf7\u6c42\u578b<\/td><td>\u8981\u6c42\u6267\u884c\u67d0\u4e2a\u5b9e\u7528\u4efb\u52a1<\/td><td>\u7edf\u8ba1\u4e00\u4e0b\u672c\u6587\u6863\u4e2d\u201cAI Mode\u201d\u51fa\u73b0\u4e86\u591a\u5c11\u6b21\u3002<\/td><\/tr><tr><td><\/td><td>\u7a7a\u610f\u56fe<\/td><td>\u542b\u4e49\u4e0d\u6e05\u3001\u4e71\u7801\u6216\u6df7\u6742\u5230\u65e0\u6cd5\u4fee\u590d<\/td><td>asdfg1234\uff1f\u6c42\u52a9\uff1f\uff1f<\/td><\/tr><tr><td><strong>\u6df7\u5408\u4e0e\u591a\u610f\u56fe<\/strong><\/td><td>\u591a\u8f6e\u63a2\u7d22<\/td><td>\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u4ece\u4e00\u4e2a\u610f\u56fe\u6f14\u53d8\u5230\u53e6\u4e00\u4e2a\u610f\u56fe<\/td><td>\u4ec0\u4e48\u662f GEO\uff1f\u2192 \u5982\u4f55\u5c06\u5176\u5e94\u7528\u4e8e\u7535\u5546\uff1f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4ece Broder \u65e9\u671f\u7684\u4e09\u90e8\u5206\u6a21\u578b\u5230\u4eca\u5929\u8fd9\u4e2a\u6269\u5c55\u540e\u7684\u5206\u7c7b\u4f53\u7cfb\uff0c\u8fd9\u4e00\u6f14\u8fdb\u8fc7\u7a0b\u53cd\u6620\u4e86\u4eba\u4eec\u4e0e\u641c\u7d22\u5f15\u64ce\u548c\u5bf9\u8bdd\u5e73\u53f0\u7684\u4ea4\u4e92\u65e5\u76ca\u590d\u6742\u3002\u4e00\u6b21\u4ea4\u6d41\u73b0\u5728\u53ef\u4ee5\u6df7\u5408\u591a\u4e2a\u76ee\u6807\uff0c\u6beb\u65e0\u9884\u5146\u5730\u8f6c\u53d8\u65b9\u5411\uff0c\u6216\u8005\u6fc0\u53d1\u5168\u65b0\u7684\u63a2\u7d22\u7ebf\u7d22\u3002<\/p>\n\n\n\n<p>\u7531\u6b64\u5f97\u51fa\u51e0\u4e2a\u91cd\u8981\u7684\u7ed3\u8bba\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u610f\u56fe\u5f88\u5c11\u662f\u56fa\u5b9a\u4e0d\u53d8\u7684\uff1b\u5b83\u4eec\u53ef\u80fd\u5728\u5bf9\u8bdd\u4e2d\u9014\u968f\u7740\u7528\u6237\u5173\u6ce8\u70b9\u7684\u53d8\u5316\u800c\u53d1\u751f\u8f6c\u53d8\u3002<\/li>\n\n\n\n<li>\u591a\u4e2a\u610f\u56fe\u53ef\u4ee5\u5728\u540c\u4e00\u4ea4\u6d41\u4e2d\u5e76\u5b58\uff0c\u4ece\u800c\u5f71\u54cd\u7cfb\u7edf\u5bf9\u8bf7\u6c42\u7684\u89e3\u8bfb\u65b9\u5f0f\u3002<\/li>\n\n\n\n<li>\u975e\u641c\u7d22\u610f\u56fe\u540c\u6837\u4f1a\u4ea7\u751f\u6709\u610f\u4e49\u7684\u5bf9\u8bdd\u6570\u636e\u548c\u56de\u590d\uff0c\u8fdb\u800c\u5851\u9020\u6574\u4e2a\u4ea4\u4e92\u8fc7\u7a0b\u3002<\/li>\n\n\n\n<li>\u6765\u81ea\u524d\u51e0\u8f6e\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587\u53ef\u4ee5\u5ef6\u7eed\u4e0b\u53bb\uff0c\u5f71\u54cd\u540e\u7eed\u7ed3\u679c\uff0c\u800c\u7528\u6237\u65e0\u9700\u91cd\u590d\u81ea\u5df1\u7684\u8bdd\u3002<\/li>\n\n\n\n<li>\u73b0\u4ee3\u5bf9\u8bdd\u7cfb\u7edf\u901a\u8fc7\u5728\u5904\u7406\u68c0\u7d22\u4e4b\u524d\u91cd\u5199\u7528\u6237\u8f93\u5165\u6765\u9002\u5e94\u8fd9\u4e9b\u6a21\u5f0f\u3002\u5b83\u4eec\u4e0d\u518d\u5904\u7406\u5355\u4e00\u7684\u539f\u59cb\u67e5\u8be2\uff0c\u800c\u662f\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5c06\u5176\u62c6\u89e3\u4e3a\u9488\u5bf9\u8bf7\u6c42\u7279\u5b9a\u65b9\u9762\u7684\u5b50\u67e5\u8be2<\/li>\n\n\n\n<li>\u4f7f\u7528\u6bb5\u843d\u68c0\u7d22\u4ece\u6e90\u6750\u6599\u4e2d\u63d0\u53d6\u805a\u7126\u3001\u76f8\u5173\u7684\u7247\u6bb5<\/li>\n\n\n\n<li>\u8fd0\u7528\u67e5\u8be2\u91cd\u5199\u6765\u6f84\u6e05\u6b67\u4e49\u8bed\u8a00\u3001\u6269\u5c55\u9690\u542b\u610f\u4e49\uff0c\u6216\u4e0e\u7cfb\u7edf\u7684\u77e5\u8bc6\u7ed3\u6784\u5bf9\u9f50<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u6b65\u9aa4\u5728\u540e\u53f0\u65e0\u5f62\u5730\u53d1\u751f\uff0c\u4f46\u5b83\u4eec\u51b3\u5b9a\u4e86\u6700\u7ec8\u7b54\u6848\u7684\u8d28\u91cf\u548c\u51c6\u786e\u6027\u3002\u4e0b\u4e00\u8282\u5c06\u8be6\u7ec6\u89e3\u8bfb\u8fd9\u4e9b\u8fc7\u7a0b\u3002\u5728\u672c\u4e66\u7684\u540e\u9762\u90e8\u5206\uff0c\u6211\u4eec\u5c06\u63a2\u8ba8\u4e00\u4e2a\u67e5\u8be2\u5982\u4f55\u901a\u8fc7\u67e5\u8be2\u6247\u51fa\uff08query fan-out\uff09\u5206\u652f\u4e3a\u591a\u4e2a\u68c0\u7d22\u8def\u5f84\uff0c\u4ece\u800c\u4ece\u4e00\u4e2a\u8d77\u70b9\u751f\u6210\u4e00\u4e2a\u7531\u76f8\u5173\u7ed3\u679c\u6784\u6210\u7684\u7f51\u7edc\u3002<\/p>\n\n\n\n<p><strong>AI \u5982\u4f55\u5206\u89e3\u590d\u6742\u67e5\u8be2<\/strong><\/p>\n\n\n\n<p>\u5f53\u4eba\u4e0e\u4eba\u4ea4\u8c08\u65f6\uff0c\u6211\u4eec\u4f1a\u7701\u7565\u6b65\u9aa4\uff1a\u9057\u6f0f\u7ec6\u8282\u3001\u5728\u53e5\u5b50\u4e2d\u95f4\u6539\u53d8\u65b9\u5411\u3001\u4f7f\u7528\u4ee3\u8bcd\u800c\u4e0d\u662f\u91cd\u590d\u8bf4\u8fc7\u7684\u8bdd\u3002\u5927\u8bed\u8a00\u6a21\u578b\u548c\u5bf9\u8bdd\u5f0f\u641c\u7d22\u5e73\u53f0\u5fc5\u987b\u5b9e\u65f6\u586b\u8865\u8fd9\u4e9b\u7a7a\u767d\u2014\u2014\u800c\u8fd9\u6b63\u662f\u5b50\u67e5\u8be2\u3001\u6bb5\u843d\u68c0\u7d22\u548c\u67e5\u8be2\u91cd\u5199\u53d1\u6325\u4f5c\u7528\u7684\u5730\u65b9\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u8fc7\u7a0b\u9690\u85cf\u5728 AI Mode\u3001ChatGPT\u3001Claude \u4ee5\u53ca\u7c7b\u4f3c\u7cfb\u7edf\u7684\u5f15\u64ce\u76d6\u4e4b\u4e0b\u3002\u4f60\u8f93\u5165\u7684\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u53e5\u5b50\uff0c\u4f46\u673a\u5668\u4f1a\u5c06\u5176\u62c6\u89e3\u6210\u591a\u4e2a\u7ed3\u6784\u5316\u7684\u8bf7\u6c42\uff0c\u627e\u5230\u76f8\u5173\u7684\u7247\u6bb5\uff0c\u518d\u5c06\u5b83\u4eec\u91cd\u65b0\u7ec4\u5408\u6210\u4e00\u4e2a\u7b54\u6848\u3002<\/p>\n\n\n\n<p><strong>\u5b50\u67e5\u8be2<\/strong><\/p>\n\n\n\n<p>\u4e00\u4e2a\u590d\u6742\u7684\u67e5\u8be2\u5f80\u5f80\u4f1a\u88ab\u62c6\u5206\u6210\u591a\u4e2a\u79bb\u6563\u7684\u641c\u7d22\u8bf7\u6c42\uff0c\u6bcf\u4e2a\u8bf7\u6c42\u9488\u5bf9\u4f60\u8f93\u5165\u5185\u5bb9\u7684\u67d0\u4e2a\u7279\u5b9a\u65b9\u9762\uff0c\u8fd9\u4e9b\u8bf7\u6c42\u88ab\u79f0\u4e3a\u201c\u5b50\u67e5\u8be2\u201d\u3002<\/p>\n\n\n\n<p>\u4ee5\u8fd9\u4e2a\u67e5\u8be2\u4e3a\u4f8b\uff1a<\/p>\n\n\n\n<p><em>\u201c\u6bd4\u8f83 Trek FX 3 \u548c Specialized Sirrus \u7528\u4e8e\u901a\u52e4\u7684\u4f18\u52a3\uff0c\u5e76\u544a\u8bc9\u6211\u54ea\u4e00\u6b3e\u66f4\u9002\u5408\u591a\u96e8\u6c14\u5019\u3002\u201d<\/em><\/p>\n\n\n\n<p>AI \u7cfb\u7edf\u53ef\u80fd\u4f1a\u5728\u5185\u90e8\u8fd0\u884c\u5982\u4e0b\u5b50\u67e5\u8be2\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cTrek FX 3 \u89c4\u683c\u201d<\/li>\n\n\n\n<li>\u201cSpecialized Sirrus \u89c4\u683c\u201d<\/li>\n\n\n\n<li>\u201c\u6700\u9002\u5408\u591a\u96e8\u6c14\u5019\u7684\u901a\u52e4\u81ea\u884c\u8f66\u201d<\/li>\n\n\n\n<li>\u201cTrek FX 3 \u5728\u96e8\u4e2d\u7684\u8868\u73b0\u201d<\/li>\n\n\n\n<li>\u201cSpecialized Sirrus \u5728\u96e8\u4e2d\u7684\u8868\u73b0\u201d<\/li>\n<\/ul>\n\n\n\n<p>\u5bf9\u4e8e SEO \u548c GEO \u800c\u8a00\uff0c\u8fd9\u610f\u5473\u7740\uff1a\u5373\u4f7f\u4f60\u7684\u5185\u5bb9\u4ece\u672a\u9488\u5bf9\u5b8c\u6574\u7684\u539f\u59cb\u67e5\u8be2\u6392\u540d\uff0c\u5b83\u4ecd\u7136\u53ef\u4ee5\u4e3a\u6700\u7ec8\u7b54\u6848\u505a\u51fa\u8d21\u732e\u3002\u5b83\u53ea\u9700\u8981\u6ee1\u8db3\u5176\u4e2d\u67d0\u4e00\u4e2a\u5b50\u67e5\u8be2\u5373\u53ef\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b50\u67e5\u8be2\u9488\u5bf9\u95ee\u9898\u7684\u7279\u5b9a\u65b9\u9762\uff08\u201c\u6700\u4f73\u8dd1\u978b\u201d \u2192 \u201c\u6700\u9002\u5408\u6241\u5e73\u8db3\u7684\u8dd1\u978b\u201d\u3001\u201c\u9876\u7ea7\u54c1\u724c\u201d\u3001\u201c2025 \u5e74\u6700\u65b0\u6b3e\u201d\uff09\u3002<\/li>\n\n\n\n<li>\u5b83\u4eec\u5141\u8bb8\u4ece\u591a\u4e2a\u77e5\u8bc6\u6e90\u5e76\u884c\u68c0\u7d22\u3002<\/li>\n\n\n\n<li>\u5b83\u4eec\u80fd\u591f\u6355\u6349\u7528\u6237\u53ef\u80fd\u6ca1\u6709\u660e\u786e\u8bf4\u51fa\u7684\u6b21\u7ea7\u610f\u56fe\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4f18\u5148\u4e8b\u9879\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e3b\u9898\u6df1\u5ea6<\/strong>\uff1a\u8986\u76d6\u90a3\u4e9b\u53ef\u80fd\u88ab\u62c6\u89e3\u6210\u5b50\u67e5\u8be2\u7684\u76f8\u5173\u89d2\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u5185\u5bb9\u7c92\u5ea6<\/strong>\uff1a\u4f7f\u7528\u6e05\u6670\u7684\u6807\u9898\u548c\u6bb5\u843d\uff0c\u4fbf\u4e8e\u8fdb\u884c\u6bb5\u843d\u7ea7\u522b\u7684\u63d0\u53d6\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u6bb5\u843d\u68c0\u7d22<\/strong><\/p>\n\n\n\n<p>\u73b0\u4ee3\u641c\u7d22\u4ee3\u7406\u4e0d\u518d\u8bc4\u4f30\u6574\u4e2a\u9875\u9762\uff0c\u800c\u662f\u5bfb\u627e\u6700\u76f8\u5173\u7684<strong>\u6bb5\u843d<\/strong>\u2014\u2014\u90a3\u4e9b\u7d27\u51d1\u3001\u81ea\u5305\u542b\u3001\u80fd\u591f\u76f4\u63a5\u6ee1\u8db3\u67d0\u4e2a\u9700\u6c42\u7684\u90e8\u5206\u3002<\/p>\n\n\n\n<p>\u5173\u4e8e\u6bb5\u843d\u6392\u5e8f\u7684\u7814\u7a76\u8bba\u6587\uff08\u4f8b\u5982 Rodrigo Nogueira \u548c Kyunghyun Cho \u64b0\u5199\u7684\u300a\u7528 BERT \u8fdb\u884c\u6bb5\u843d\u91cd\u6392\u5e8f\u300b\uff09\u63cf\u8ff0\u4e86\u5982\u4f55\u4f7f\u7528\u4e0a\u4e0b\u6587\u7a97\u53e3\u6765\u5bf9\u7247\u6bb5\u8fdb\u884c\u8bc4\u5206\u3002\u5728 AI Mode \u4e2d\uff0c\u8fd9\u4e9b\u6bb5\u843d\u53ef\u4ee5\u4ece\u591a\u4e2a\u7f51\u7ad9\u62fc\u63a5\u5728\u4e00\u8d77\uff0c\u5f62\u6210\u7efc\u5408\u540e\u7684\u56de\u7b54\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f60\u90a3\u7bc7\u5173\u4e8e\u6df7\u5408\u52a8\u529b\u81ea\u884c\u8f66\u7684 3000 \u5b57\u535a\u5ba2\u6587\u7ae0\uff0c\u53ef\u80fd\u53ea\u6709\u4e24\u6bb5\u6587\u5b57\u662f\u5173\u4e8e\u201c\u8010\u96e8\u6027\u201d\u7684\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u90a3\u4e00\u90e8\u5206\u5199\u5f97\u6e05\u6670\u4e14\u7ed3\u6784\u826f\u597d\uff0cAI \u53ef\u4ee5\u76f4\u63a5\u5c06\u5176\u63d0\u53d6\u5230\u7b54\u6848\u4e2d\uff0c\u800c\u65e0\u9700\u9605\u8bfb\u6587\u7ae0\u5176\u4f59\u90e8\u5206\u3002<\/li>\n<\/ul>\n\n\n\n<p>Dan Petrovic \u5173\u4e8e\u7f51\u9875\u957f\u5ea6\u7684\u7814\u7a76\u5206\u6790\u4e86 44,684 \u4e2a\u7f51\u9875\uff0c\u5e76\u4f7f\u7528 Gemini \u7684 token \u8ba1\u6570\u5668\u6d4b\u91cf\u4e86\u5b83\u4eec\u7684 content \u957f\u5ea6\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u7f51\u9875\u5185\u5bb9\u957f\u5ea6\u7684\u4e2d\u4f4d\u6570\u7ea6\u4e3a 2400 \u4e2a\u5355\u8bcd\uff0c\u5373\u5927\u7ea6\u4e94\u9875\u6587\u672c\uff0c\u76f8\u5f53\u4e8e\u7ea6 3200 \u4e2a token\u3002\u7136\u800c\uff0c\u4e00\u6b21\u68c0\u7d22\u5341\u4e2a\u6587\u6863\u53ef\u80fd\u8d85\u8fc7 350,000 \u4e2a token\uff0c\u56e0\u6b64\u5728\u9884\u7b97\u89c4\u5212\u65f6\u9700\u8981\u7262\u8bb0\u8fd9\u4e00\u70b9\u3002<\/p>\n\n\n\n<p>\u4ed6\u7684\u5efa\u8bae\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6309\u4e2d\u4f4d\u6570\uff083K token\uff09\u8fdb\u884c\u8bbe\u8ba1\uff0c\u4f46\u8981\u786e\u4fdd\u80fd\u591f\u5904\u7406 99% \u5206\u4f4d\u6570\uff08140K token\uff09\u7684\u60c5\u51b5\u3002<\/li>\n\n\n\n<li>\u9884\u6599\u5230\u4e0d\u540c\u6765\u6e90\u4e4b\u95f4\u4f1a\u6709\u5f88\u5927\u5dee\u5f02\u3002<\/li>\n\n\n\n<li>\u9884\u7b97\u8981\u4fdd\u5b88\uff0c\u56e0\u4e3a\u7531\u4e8e\u79bb\u7fa4\u503c\u7684\u5b58\u5728\uff0c\u5e73\u5747\u6210\u672c\u53ef\u80fd\u662f\u4e2d\u4f4d\u6570\u6210\u672c\u7684\u4e09\u500d\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u67e5\u8be2\u91cd\u5199<\/strong><\/p>\n\n\n\n<p>AI \u5e73\u53f0\u5e76\u4e0d\u603b\u662f\u6309\u5b57\u9762\u610f\u601d\u7406\u89e3\u4f60\u7684\u8f93\u5165\u3002\u5b83\u4eec\u4f1a\u91cd\u65b0\u7ec4\u7ec7\u4f60\u7684\u95ee\u9898\uff0c\u4ee5\u63d0\u9ad8\u6e05\u6670\u5ea6\u548c\u68c0\u7d22\u8d28\u91cf\u3002\u8fd9\u5c31\u662f<strong>\u67e5\u8be2\u91cd\u5199<\/strong>\u2014\u2014\u8fde\u63a5\u9762\u5411\u4eba\u7c7b\u7684\u7528\u6237\u4f53\u9a8c\uff08UX\uff09\u4e0e\u9762\u5411 AI \u7cfb\u7edf\u7684\u667a\u80fd\u4f53\u4f53\u9a8c\uff08AX\uff09\u7684\u5173\u952e\u6865\u6881\u3002<\/p>\n\n\n\n<p>\u5728 Google AI Mode \u4e2d\uff0c\u8fd9\u901a\u5e38\u662f\u5728\u540e\u53f0\u65e0\u58f0\u8fdb\u884c\u7684\u3002\u4f8b\u5982\u4e0b\u9762\u8fd9\u4e2a\u8bf7\u6c42\uff1a<\/p>\n\n\n\n<p><em>\u201c\u5341\u6708\u4efd\u53bb\u91cc\u65af\u672c\u5f00\u4f1a\uff0c\u6211\u5e94\u8be5\u4f4f\u5728\u54ea\u91cc\uff1f\u201d<\/em><\/p>\n\n\n\n<p>\u53ef\u80fd\u5728\u5185\u90e8\u88ab\u91cd\u5199\u4e3a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201c\u91cc\u65af\u672c \u4f1a\u8bae\u4e2d\u5fc3\u9644\u8fd1 \u9152\u5e97\u201d<\/li>\n\n\n\n<li>\u201c\u91cc\u65af\u672c \u5341\u6708 \u6709\u623f \u9152\u5e97\u201d<\/li>\n\n\n\n<li>\u201c\u91cc\u65af\u672c \u5546\u52a1\u65c5\u5ba2 \u597d\u8bc4 \u9152\u5e97\u201d<\/li>\n<\/ul>\n\n\n\n<p>\u5173\u4e8e\u201c\u67e5\u8be2\u5206\u89e3\u201d\u7684\u7814\u7a76\u8bba\u6587\u4e5f\u5c55\u793a\u4e86\u7c7b\u4f3c\u7684\u884c\u4e3a\u2014\u2014\u4f18\u5316\u67e5\u8be2\u4ee5\u66f4\u597d\u5730\u5339\u914d\u68c0\u7d22\u7d22\u5f15\uff0c\u6709\u65f6\u8fd8\u4f1a\u901a\u8fc7\u52a0\u5165\u540c\u4e49\u8bcd\u6216\u76f8\u5173\u672f\u8bed\u6765\u6269\u5c55\u67e5\u8be2\u3002<\/p>\n\n\n\n<p><strong>\u5bf9 AI \u641c\u7d22\u7b56\u7565\u7684\u5f71\u54cd<\/strong><\/p>\n\n\n\n<p>\u7406\u89e3\u8fd9\u4e9b\u673a\u5236\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u8bbe\u8ba1\u51fa\u5bf9 AI \u53cb\u597d\uff08\u800c\u4e0d\u662f\u523b\u610f\u8fce\u5408\uff09\u7684\u5185\u5bb9\u3002\u6211\u4eec\u5c06\u5728\u7b2c 9 \u7ae0\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e00\u70b9\u3002\u7b80\u800c\u8a00\u4e4b\uff0c\u8fd9\u610f\u5473\u7740\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6784\u5efa<strong>\u5bcc\u542b\u5b9e\u4f53<\/strong>\u7684\u5185\u5bb9\uff0c\u8fd9\u6837\u5373\u4f7f\u7ecf\u8fc7\u67e5\u8be2\u91cd\u5199\uff0cAI \u4ecd\u7136\u80fd\u591f\u627e\u5230\u4f60\u3002<\/li>\n\n\n\n<li>\u5c06\u6587\u7ae0\u7ec4\u7ec7\u6210\u6e05\u6670\u7684\u7ae0\u8282\uff0c\u4f7f\u5176\u80fd\u591f\u4f5c\u4e3a<strong>\u72ec\u7acb\u7684\u6bb5\u843d<\/strong>\u53d1\u6325\u4f5c\u7528\u3002<\/li>\n\n\n\n<li>\u8986\u76d6\u90a3\u4e9b\u53ef\u80fd\u884d\u751f\u4e3a<strong>\u5b50\u67e5\u8be2<\/strong>\u7684\u76f8\u90bb\u5b50\u8bdd\u9898\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9762\u5411\u4eba\u7c7b\u7684\u7528\u6237\u4f53\u9a8c\uff08UX\uff09\u2192 \u9762\u5411\u667a\u80fd\u4f53\u7684\u667a\u80fd\u4f53\u4f53\u9a8c\uff08AX\uff09<\/strong><\/p>\n\n\n\n<p>\u8fc7\u53bb\uff0c\u641c\u7d22\u7684\u8bbe\u8ba1\u662f\u4e3a\u4e86\u4f9b\u4eba\u7c7b\u6d88\u8d39\uff1a\u6e05\u6670\u7684\u9875\u9762\u6807\u9898\u3001\u76f4\u89c2\u7684\u5e03\u5c40\u3001\u7b26\u5408\u4eba\u4eec\u626b\u8bfb\u4e60\u60ef\u7684\u5185\u5bb9\u5c42\u7ea7\u3002\u4f46\u6b63\u5982\u6211\u4eec\u6240\u89c1\uff0c\u5bf9\u8bdd\u5f0f AI \u5e73\u53f0\u5b8c\u5168\u4e0d\u50cf\u4eba\u7c7b\u90a3\u6837\u201c\u9605\u8bfb\u201d\u4f60\u7684\u5185\u5bb9\u3002\u5b83\u4eec\u4f1a\u89e3\u6790\u3001\u5207\u5206\uff0c\u5e76\u5c06\u5176\u585e\u5165\u4e00\u4e2a\u652f\u6301\u7efc\u5408\u4e0e\u884c\u52a8\u7684\u6846\u67b6\u4e2d\u3002\u8fd9\u79cd\u8f6c\u53d8\u6539\u53d8\u4e86\u4f60\u5de5\u4f5c\u7684\u53d7\u4f17\u2014\u2014\u73b0\u5728\u4f60\u662f\u5728\u4e3a\u4e24\u4e2a\u622a\u7136\u4e0d\u540c\u7684\u201c\u89e3\u8bfb\u5668\u201d\u800c\u6784\u5efa\uff1a\u4eba\u7c7b\u548c\u667a\u80fd\u4f53\u3002<\/p>\n\n\n\n<p><strong>\u9762\u5411\u4eba\u7c7b\u7684 UX \u4fa7\u91cd\u4e8e\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u89c6\u89c9\u5c42\u7ea7<\/strong>\uff1a\u6807\u9898\u3001\u5b50\u6807\u9898\u548c\u6613\u4e8e\u626b\u8bfb\u7684\u533a\u5757<\/li>\n\n\n\n<li><strong>\u60c5\u611f\u7ebf\u7d22<\/strong>\uff1a\u6587\u6848\u8bed\u8c03\u3001\u56fe\u50cf\u548c\u8bb2\u6545\u4e8b\uff0c\u4ee5\u5438\u5f15\u7528\u6237<\/li>\n\n\n\n<li><strong>\u4ea4\u4e92\u8bbe\u8ba1<\/strong>\uff1a\u6309\u94ae\u3001\u83dc\u5355\u548c\u5f15\u5bfc\u624b\u52a8\u5bfc\u822a\u7684\u6d41\u7a0b<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9762\u5411\u667a\u80fd\u4f53\u7684 AX \u5219\u9700\u8981\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u663e\u5f0f\u7684\u5b9e\u4f53\u5b9a\u4e49<\/strong>\uff1a\u547d\u540d\u5b9e\u4f53\u3001\u6e05\u6670\u7684\u5173\u7cfb\u548c\u4e00\u81f4\u7684\u672f\u8bed\uff0c\u4ee5\u4fbf\u667a\u80fd\u4f53\u89e3\u6790\u542b\u4e49<\/li>\n\n\n\n<li><strong>\u7ed3\u6784\u6e05\u6670<\/strong>\uff1a\u5185\u5bb9\u88ab\u5206\u89e3\u4e3a\u6807\u8bb0\u6e05\u6670\u3001\u8bed\u4e49\u4e00\u81f4\u7684\u6bb5\u843d\uff0c\u4fbf\u4e8e\u89e3\u6790<\/li>\n\n\n\n<li><strong>\u53ef\u6267\u884c\u683c\u5f0f<\/strong>\uff1a\u660e\u786e\u9648\u8ff0\u7684\u6307\u4ee4\u3001\u53c2\u6570\u548c\u6761\u4ef6<\/li>\n\n\n\n<li><strong>\u6d88\u9664\u6b67\u4e49<\/strong>\uff1a\u76f4\u63a5\u5c06\u4e0a\u4e0b\u6587\u5d4c\u5165\u6587\u672c\uff0c\u907f\u514d\u591a\u91cd\u89e3\u8bfb<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u5b9e\u8df5\u4e2d\uff0cAI Mode \u8fd4\u56de\u7684\u7ed3\u679c\u53ef\u80fd\u6c38\u8fdc\u4e0d\u4f1a\u66b4\u9732\u4f60\u539f\u672c\u7684\u89c6\u89c9\u8bbe\u8ba1\u3002\u5b83\u53ef\u80fd\u53ea\u63d0\u53d6\u4e00\u4e2a\u6bb5\u843d\uff0c\u4e0e\u5176\u4ed6\u6765\u6e90\u878d\u5408\uff0c\u5e76\u4ee5\u9002\u5408\u7b54\u6848\u7efc\u5408\u7684\u65b9\u5f0f\u91cd\u65b0\u8868\u8ff0\u3002\u800c ChatGPT \u751a\u81f3\u53ef\u80fd\u66f4\u8fdb\u4e00\u6b65\u2014\u2014\u83b7\u53d6\u4f60\u7684\u7ed3\u6784\u5316\u5185\u5bb9\uff0c\u5e76\u5728\u6b64\u57fa\u7840\u4e0a\u6267\u884c\u4efb\u52a1\uff0c\u4f8b\u5982\u603b\u7ed3\u3001\u6bd4\u8f83\u6216\u751f\u6210\u4e0b\u4e00\u6b65\u884c\u52a8\u3002<\/p>\n\n\n\n<p>\u8fd9\u5c31\u5f15\u51fa\u4e86\u6838\u5fc3\u95ee\u9898\uff1a\u5185\u5bb9\u5e94\u8be5\u521b\u5efa\u4e24\u4e2a\u7248\u672c\uff08\u4e00\u4e2a\u9488\u5bf9\u4eba\u7c7b\u4f53\u9a8c\u4f18\u5316\uff0c\u4e00\u4e2a\u9488\u5bf9\u667a\u80fd\u4f53\u89e3\u6790\u4f18\u5316\uff09\uff0c\u8fd8\u662f\u4e00\u4e2a\u5355\u4e00\u5185\u5bb9\u5c31\u80fd\u540c\u65f6\u5f88\u597d\u5730\u670d\u52a1\u4e8e\u4e24\u8005\uff1f<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u72ec\u7acb\u7248\u672c<\/strong>\u53ef\u80fd\u63d0\u4f9b\u6700\u5927\u7a0b\u5ea6\u7684\u63a7\u5236\uff0c\u4f46\u4f1a\u4f7f\u5236\u4f5c\u5de5\u4f5c\u91cf\u7ffb\u500d\u3002<\/li>\n\n\n\n<li><strong>\u6df7\u5408\u65b9\u6cd5<\/strong>\u4fa7\u91cd\u4e8e\u7ed3\u6784\u4e0a\u7684\u53cc\u91cd\u6027\uff1a\u4e3a\u4eba\u7c7b\u63d0\u4f9b\u5c55\u793a\u6027\u7ebf\u7d22\uff0c\u4e3a\u667a\u80fd\u4f53\u53e0\u52a0\u673a\u5668\u53ef\u8bfb\u7684\u6846\u67b6\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u56e0\u6b64\uff0c\u4e00\u4e2a\u4ea7\u54c1\u5bf9\u6bd4\u9875\u9762\u53ef\u4ee5\u8fd9\u6837\u5904\u7406\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9762\u5411\u4eba\u7c7b<\/strong>\uff1a\u9875\u9762\u5305\u542b\u7167\u7247\u3001\u4f18\u7f3a\u70b9\u5217\u8868\u548c\u884c\u52a8\u53f7\u53ec\u6309\u94ae<\/li>\n\n\n\n<li><strong>\u9762\u5411\u667a\u80fd\u4f53<\/strong>\uff1a\u9875\u9762\u8fd8\u5305\u542b\u7ed3\u6784\u5316\u4ea7\u54c1\u6570\u636e\u3001\u663e\u5f0f\u7684\u54c1\u724c\u63d0\u53ca\u3001\u7edf\u4e00\u7684\u5355\u4f4d\u4ee5\u53ca\u65e0\u9700\u89c6\u89c9\u4e0a\u4e0b\u6587\u5373\u53ef\u89e3\u6790\u7684\u660e\u786e\u6bd4\u8f83\u56e0\u7d20\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u968f\u7740\u667a\u80fd\u4f53\u627f\u62c5\u66f4\u591a\u4e3b\u52a8\u884c\u4e3a\uff08\u5728\u7528\u6237\u63d0\u95ee\u4e4b\u524d\u4e3b\u52a8\u63d0\u4f9b\u4fe1\u606f\u3001\u6267\u884c\u4e00\u7cfb\u5217\u52a8\u4f5c\uff09\uff0c\u8fd9\u79cd\u53cc\u91cd\u4f18\u5316\u53d8\u5f97\u6108\u53d1\u5173\u952e\u3002\u540c\u6837\u7684\u5185\u5bb9\u53ef\u80fd\u65e2\u9700\u8981\u9a71\u52a8\u5f15\u4eba\u5165\u80dc\u7684\u4eba\u7c7b\u4f53\u9a8c\uff0c\u53c8\u9700\u8981\u4e3a AI \u9a71\u52a8\u5e73\u53f0\u540e\u53f0\u4e2d\u4e0d\u53ef\u89c1\u7684 API \u8c03\u7528\u63d0\u4f9b\u71c3\u6599\u3002<\/p>\n\n\n\n<p><strong>\u4eba\u7c7b UX \u4e0e\u9762\u5411\u667a\u80fd\u4f53\u7684 AX\uff1a\u8bbe\u8ba1\u5143\u7d20\u6620\u5c04<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u4eba\u7c7b UX \u5143\u7d20<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5bf9\u4eba\u7684\u4f5c\u7528<\/th><th class=\"has-text-align-left\" data-align=\"left\">AX \u5bf9\u5e94\u9879<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5bf9\u667a\u80fd\u4f53\u7684\u4f5c\u7528<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5b9e\u8df5\u793a\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>\u6807\u9898\u4e0e\u5b50\u6807\u9898<\/td><td>\u5c06\u5185\u5bb9\u5206\u89e3\u4e3a\u53ef\u8bfb\u7684\u533a\u5757\uff1b\u6807\u793a\u4e3b\u9898\u5c42\u7ea7<\/td><td>\u8bed\u4e49\u5316\u7684\u7ae0\u8282\u6807\u7b7e\uff08H \u6807\u7b7e\u3001Schema \u6807\u9898\uff09<\/td><td>\u5e2e\u52a9\u667a\u80fd\u4f53\u5c06\u5185\u5bb9\u5206\u5272\u5e76\u5206\u7c7b\u4e3a\u903b\u8f91\u90e8\u5206<\/td><td>H2\uff1a\u201c\u6700\u9002\u5408\u6241\u5e73\u8db3\u7684\u8dd1\u978b\u201d\uff0c\u5e76\u5173\u8054\u4ea7\u54c1\u7c7b\u522b\u7684 schema \u6807\u8bb0<\/td><\/tr><tr><td>\u5f15\u8a00\u6bb5\u843d<\/td><td>\u8bbe\u5b9a\u80cc\u666f\uff0c\u6fc0\u53d1\u597d\u5947\u5fc3<\/td><td>\u5bcc\u542b\u4e0a\u4e0b\u6587\u7684\u5b9e\u4f53\u5b9a\u4e49<\/td><td>\u5c3d\u65e9\u786e\u7acb\u4e3b\u9898\u8303\u56f4\u548c\u5173\u7cfb\uff0c\u4ee5\u4fbf\u51c6\u786e\u68c0\u7d22<\/td><td>\u524d\u4e24\u53e5\u8bdd\u5b9a\u4e49\u201c\u6241\u5e73\u8db3\u201d\u53ca\u5176\u5bf9\u8dd1\u6b65\u751f\u7269\u529b\u5b66\u7684\u5f71\u54cd<\/td><\/tr><tr><td>\u89c6\u89c9\u5c42\u7ea7<\/td><td>\u5f15\u5bfc\u7528\u6237\u7684\u89c6\u7ebf\u6d41\u5411\u548c\u4f18\u5148\u7ea7<\/td><td>\u5143\u6570\u636e\u5c42\u7ea7<\/td><td>\u6307\u5bfc\u667a\u80fd\u4f53\u7684\u89e3\u6790\u987a\u5e8f\u548c\u91cd\u8981\u6027\u6743\u91cd<\/td><td>\u4f7f\u7528 Aria-label \u548c\u5206\u8282\u6807\u7b7e\u6765\u6307\u793a\u5c42\u7ea7<\/td><\/tr><tr><td>\u56fe\u7247\u4e0e\u8bf4\u660e\u6587\u5b57<\/td><td>\u589e\u52a0\u89c6\u89c9\u8bed\u5883\u548c\u60c5\u611f\u5438\u5f15\u529b<\/td><td>\u5305\u542b\u63cf\u8ff0\u6027\u5b9e\u4f53\u7684 Alt \u6587\u672c<\/td><td>\u4e3a\u667a\u80fd\u4f53\u63d0\u4f9b\u56fe\u50cf\u542b\u4e49\u7684\u975e\u89c6\u89c9\u89e3\u8bfb<\/td><td>\u56fe\u7247\uff1a\u201c\u84dd\u8272 Nike Pegasus 41\u201d \u2192 Alt \u6587\u672c\uff1a\u201cNike Pegasus 41 \u7537\u6b3e\u8dd1\u978b\uff0c\u84dd\u8272\uff0c10 \u7801\u201d<\/td><\/tr><tr><td>\u5217\u8868\u4e0e\u9879\u76ee\u7b26\u53f7<\/td><td>\u63d0\u9ad8\u53ef\u626b\u8bfb\u6027<\/td><td>\u5e26\u5206\u9694\u7b26\u7684\u7ed3\u6784\u5316\u5217\u8868<\/td><td>\u4f7f\u667a\u80fd\u4f53\u80fd\u591f\u63d0\u53d6\u79bb\u6563\u7684\u3001\u539f\u5b50\u5316\u7684\u4e8b\u5b9e<\/td><td>\u4f18\u7f3a\u70b9\u5217\u8868\uff0c\u6bcf\u4e2a\u6761\u76ee\u653e\u5728&nbsp;<code>&lt;li&gt;<\/code>&nbsp;\u4e2d\u5e76\u5e26\u6709\u6e05\u6670\u7684\u63cf\u8ff0\u7b26<\/td><\/tr><tr><td>\u5bfc\u822a\u83dc\u5355<\/td><td>\u5e2e\u52a9\u7528\u6237\u5728\u7ae0\u8282\u95f4\u79fb\u52a8<\/td><td>\u5e26\u6709\u951a\u70b9\u4e0a\u4e0b\u6587\u7684\u5185\u90e8\u94fe\u63a5\u56fe<\/td><td>\u5e2e\u52a9\u667a\u80fd\u4f53\u7406\u89e3\u7f51\u7ad9\u7ed3\u6784\u548c\u4e3b\u9898\u5173\u7cfb<\/td><td>\u5185\u90e8\u94fe\u63a5\uff1a\u201c\/running-shoes\/flat-feet\u201d\uff0c\u951a\u6587\u672c\uff1a\u201c\u6241\u5e73\u8db3\u8dd1\u978b\u201d<\/td><\/tr><tr><td>\u884c\u52a8\u53f7\u53ec\u6309\u94ae<\/td><td>\u5f15\u5bfc\u4eba\u7c7b\u51b3\u7b56<\/td><td>\u663e\u5f0f\u7684\u64cd\u4f5c\u53c2\u6570<\/td><td>\u8ba9\u667a\u80fd\u4f53\u5c06\u5176\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u547d\u4ee4<\/td><td>\u884c\u52a8\u53f7\u53ec\u201c\u7acb\u5373\u9884\u8ba2\u201d\uff0c\u914d\u5408\u7ed3\u6784\u5316\u6570\u636e\u5411\u9884\u8ba2 API \u63d0\u4f9b\u5bf9\u8c61<\/td><\/tr><tr><td>\u5fae\u6587\u6848\u4e0e\u63d0\u793a\u6846<\/td><td>\u6f84\u6e05\u7279\u5b9a\u7684\u4ea4\u4e92<\/td><td>\u5185\u8054\u5b9a\u4e49\u6216\u5143\u6570\u636e\u6ce8\u91ca<\/td><td>\u4e3a\u667a\u80fd\u4f53\u63d0\u4f9b\u89e3\u51b3\u6b67\u4e49\u672f\u8bed\u6240\u9700\u7684\u7ec6\u5fae\u5dee\u522b<\/td><td>\u63d0\u793a\u6846\u201cPR\u201d\u660e\u786e\u4e3a\u201cPublic Relations\uff08\u516c\u5171\u5173\u7cfb\uff09\u201d\uff0c\u800c\u975e\u201cPageRank\u201d<\/td><\/tr><tr><td>\u5bf9\u6bd4\u8868\u683c<\/td><td>\u4fbf\u4e8e\u5e76\u6392\u8bc4\u4f30<\/td><td>\u7ed3\u6784\u5316\u7684\u5bf9\u6bd4\u6570\u636e\u96c6<\/td><td>\u5141\u8bb8\u667a\u80fd\u4f53\u76f4\u63a5\u6bd4\u8f83\u5c5e\u6027<\/td><td>\u4f7f\u7528\u4ea7\u54c1\u5c5e\u6027\u548c\u4e00\u81f4\u5355\u4f4d\u6807\u8bb0\u7684 HTML \u8868\u683c<\/td><\/tr><tr><td>\u6545\u4e8b\/\u6848\u4f8b\u7814\u7a76<\/td><td>\u5efa\u7acb\u4fe1\u4efb\u548c\u60c5\u611f\u8fde\u63a5<\/td><td>\u5e26\u65f6\u95f4\u6233\u3001\u5b9e\u4f53\u6807\u8bb0\u7684\u53d9\u4e8b\u533a\u5757<\/td><td>\u8ba9\u667a\u80fd\u4f53\u5728\u4e0a\u4e0b\u6587\u76f8\u5173\u65f6\u63d0\u53d6\u793a\u4f8b<\/td><td>\u6848\u4f8b\u7814\u7a76\u6587\u672c\uff0c\u5305\u542b\u516c\u53f8\u3001\u7ed3\u679c\u3001\u65e5\u671f\u7684\u7ed3\u6784\u5316\u63d0\u53ca<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4ece\u4e3a\u4eba\u7c7b UX \u8bbe\u8ba1\u8f6c\u5411\u540c\u65f6\u4e3a\u667a\u80fd\u4f53 AX \u8bbe\u8ba1\uff0c\u8fd9\u4e3a\u6211\u4eec\u7406\u89e3\u201c\u5728\u65b0\u641c\u7d22\u73af\u5883\u4e2d\uff0c\u8c01\u771f\u6b63\u63a7\u5236\u7740\u53d1\u73b0\u201d\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u8fd9\u4e9b\u667a\u80fd\u4f53\u4e0d\u4ec5\u4ec5\u662f\u62bd\u8c61\u7684\u8f6f\u4ef6\u2014\u2014\u5b83\u4eec\u5728\u7531\u5b88\u95e8\u4eba\u62e5\u6709\u548c\u7ef4\u62a4\u7684\u751f\u6001\u7cfb\u7edf\u4e2d\u8fd0\u884c\uff0c\u6bcf\u4e2a\u5b88\u95e8\u4eba\u90fd\u6709\u81ea\u5df1\u7684\u89c4\u5219\uff0c\u51b3\u5b9a\u4ec0\u4e48\u5185\u5bb9\u88ab\u5448\u73b0\u3001\u88ab\u603b\u7ed3\uff0c\u6216\u88ab\u9690\u85cf\u3002<\/p>\n\n\n\n<p>Google \u4ecd\u7136\u662f\u4e3b\u5bfc\u7684\u5b88\u95e8\u4eba\uff0c\u4f46\u5176\u89d2\u8272\u5df2\u7ecf\u8f6c\u53d8\u3002AI Mode\u3001AI Overviews \u548c\u5bf9\u8bdd\u5f0f\u754c\u9762\u610f\u5473\u7740 Google \u4e0d\u4ec5\u4ec5\u662f\u5bf9\u9875\u9762\u8fdb\u884c\u6392\u540d\u2014\u2014\u5b83\u73b0\u5728\u4ece\u68c0\u7d22\u5230\u7efc\u5408\uff0c\u5168\u7a0b\u7f16\u6392\u7740\u6574\u4e2a\u4fe1\u606f\u6d41\u3002\u56e0\u6b64\uff0c\u4f60\u4e3a\u667a\u80fd\u4f53\u8fdb\u884c\u8bbe\u8ba1\u7684\u65b9\u5f0f\uff0c\u76f4\u63a5\u53d7\u5230 Google \u7cfb\u7edf\u5982\u4f55\u5206\u89e3\u4f60\u7684\u5185\u5bb9\u3001\u89e3\u8bfb\u5176\u76f8\u5173\u6027\u4ee5\u53ca\u5224\u65ad\u5b83\u662f\u5426\u9002\u5408\u7b54\u6848\u7a7a\u95f4\u7684\u76f4\u63a5\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u4e0b\u4e00\u7ae0\u5c06\u9996\u5148\u76f4\u63a5\u805a\u7126\u4e8e Google\uff0c\u5c06\u5176\u4f5c\u4e3a\u4f60\u5de5\u4f5c\u6210\u679c\u4e0e\u7528\u6237\u4e4b\u95f4\u7684\u6838\u5fc3\u8fc7\u6ee4\u5668\u3002\u5728\u8ba8\u8bba\u8bf8\u5982\u67e5\u8be2\u6247\u51fa\uff08query fan-out\uff09\u548c\u591a\u6e90\u6269\u5c55\u7b49\u6982\u5ff5\u4e4b\u524d\uff0c\u6211\u4eec\u5c06\u5148\u68b3\u7406 Google \u4f5c\u4e3a\u4e3b\u8981\u5b88\u95e8\u4eba\u7684\u5730\u4f4d\u5982\u4f55\u6f14\u53d8\uff0c\u5176 AI \u9a71\u52a8\u7684\u51b3\u7b56\u5982\u4f55\u505a\u51fa\u2014\u2014\u4ee5\u53ca\u8fd9\u5bf9\u4efb\u4f55\u5728\u5176\u4f53\u7cfb\u5185\u4e89\u593a\u53ef\u89c1\u6027\u7684\u4eba\u610f\u5473\u7740\u4ec0\u4e48\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>via https:\/\/ipullrank.com\/ai-search-manual\/search-intent \u641c\u7d22\u4ece\u672a\u505c\u6ede\u4e0d\u524d\u3002\u5176\u6f14\u8fdb\u7684\u6bcf\u4e2a\u9636\u6bb5\uff0c\u90fd\u53d6\u51b3\u4e8e\u7cfb\u7edf\u80fd\u5426\u51c6\u786e\u7406\u89e3\u4eba\u4eec\u610f\u56fe\u2014\u2014\u800c\u4e0d\u4ec5\u4ec5\u662f\u4ed6\u4eec\u8f93\u5165\u4e86\u4ec0\u4e48\u5b57\u8bcd\u3002\u6211\u4eec\u5df2\u4ece\u201c\u7edf\u8ba1\u8bcd\u8bed\u5e8f\u5217\u201d\u53d1\u5c55\u5230\u4e86\u201c\u9884\u5224\u7528\u6237\u751a\u81f3\u6ca1\u6709\u8bf4\u51fa\u6765\u7684\u884c\u4e3a\u201d\u3002 \u67e5\u8be2\u7684\u6f14\u8fdb\uff1a\u4ece N-Gram \u5230\u610f\u56fe\u7f16\u6392\u7684\u52a8\u4f5c \u641c\u7d22\u8fdb\u7a0b\u5feb\u7167\uff1a \u65e9\u671f\u641c\u7d22\uff1a\u5b57\u9762\u5339\u914d \u641c\u7d22\u6700\u521d\u5c31\u662f\u6a21\u5f0f\u5339\u914d\u3002 \u65e9\u671f\u641c\u7d22\u5f15\u64ce\u5728\u6587\u6863\u4e2d\u5bfb\u627e\u7cbe\u786e\u7684\u5173\u952e\u8bcd\u5b57\u7b26\u4e32\u3002\u5982\u679c\u4f60\u641c\u7d22\u201cbest pizza NYC\u201d\uff0c\u7cfb\u7edf\u4f1a\u628a\u5b83\u62c6\u5206\u6210\u72ec\u7acb\u7684\u8bcd\u9879\uff08\u4e00\u4e2a N-Gram \u6a21\u578b\uff09\uff0c\u7136\u540e\u5728\u5df2\u7d22\u5f15\u7684\u9875\u9762\u4e2d\u8fdb\u884c\u5339\u914d\u3002\u6ca1\u6709\u4e0a\u4e0b\u6587\u3001\u6ca1\u6709\u8bed\u4e49\uff0c\u7eaf\u7cb9\u7684\u5b57\u9762\u5339\u914d\u3002 \u968f\u7740\u4e92\u8054\u7f51\u7684\u7206\u53d1\uff0c\u8fd9\u79cd\u7c97\u653e\u7684\u65b9\u6cd5\u5728\u201c\u6b67\u4e49\u201d\u7684\u91cd\u538b\u4e0b\u5d29\u6e83\u4e86\u3002\u56e0\u4e3a\u540c\u4e00\u4e2a\u8bcd\u53ef\u80fd\u6709\u591a\u79cd\u542b\u4e49\uff0c\u6ca1\u6709\u4e0a\u4e0b\u6587\uff0c\u76f8\u5173\u6027\u5c31\u50cf\u731c\u8c1c\u6e38\u620f\uff1a\u201cApple\u201d\u53ef\u4ee5\u6307\u6c34\u679c\u3001\u79d1\u6280\u516c\u53f8\u6216\u5531\u7247\u516c\u53f8\uff0c\u800c\u7cfb\u7edf\u65e0\u6cd5\u533a\u5206\u3002\u8fd9\u65f6\uff0c\u610f\u56fe\u5206\u7c7b\u5c31\u767b\u573a\u4e86\u2014\u2014\u4e0d\u518d\u53ea\u662f\u5339\u914d\u8bcd\u8bed\uff0c\u800c\u662f\u5c06\u8bcd\u8bed\u6620\u5c04\u5230\u7528\u6237\u60f3\u8981\u5b9e\u73b0\u7684\u76ee\u6807\u4e0a\u3002 Andrei Broder \u5728 2000 \u5e74\u4ee3\u521d\u63d0\u51fa\u7684\u5206\u7c7b\u6846\u67b6\uff0c\u6210\u4e86 SEO \u4ece\u4e1a\u8005\u9ed8\u8ba4\u7684\u5fc3\u667a\u6a21\u578b\uff1a Broder \u7684\u5206\u7c7b\u5e76\u975e\u5b8c\u7f8e\uff0c\u4f46\u5b83\u4e3a\u641c\u7d22\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u79cd\u8d85\u8d8a\u641c\u7d22\u6846\u4e2d\u201c\u5b57\u7b26\u4e32\u201d\u672c\u8eab\u7684\u601d\u8003\u65b9\u5f0f\u3002\u5c3d\u7ba1 Google \u7684\u5de5\u7a0b\u5e08\u4eec\u5728\u6b64\u540e\u591a\u5e74\u4e2d\u4e0d\u65ad\u6269\u5c55\u8fd9\u4e00\u6a21\u578b\uff0c\u5f15\u5165\u4e86\u5546\u4e1a\u8c03\u7814\uff08commercial investigation\uff09\u7b49\u66f4\u7ec6\u7c92\u5ea6\u7684\u5b50\u610f\u56fe\uff0c\u4f46\u8fd9\u4e09\u79cd\u57fa\u672c\u7c7b\u578b\u81f3\u4eca\u4ecd\u5f71\u54cd\u7740\u8bb8\u591a\u8425\u9500\u4eba\u5458\u8fdb\u884c\u5173\u952e\u8bcd\u7814\u7a76\u7684\u65b9\u5f0f\u3002 \u5bf9\u4e8e SEO \u800c\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u4e00\u4e2a\u660e\u786e\u7684\u8f6c\u53d8\uff1a&#8230;<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2431","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/86i87.com\/index.php?rest_route=\/wp\/v2\/posts\/2431","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/86i87.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/86i87.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/86i87.com\/index.php?rest_route=\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/86i87.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2431"}],"version-history":[{"count":1,"href":"https:\/\/86i87.com\/index.php?rest_route=\/wp\/v2\/posts\/2431\/revisions"}],"predecessor-version":[{"id":2432,"href":"https:\/\/86i87.com\/index.php?rest_route=\/wp\/v2\/posts\/2431\/revisions\/2432"}],"wp:attachment":[{"href":"https:\/\/86i87.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2431"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/86i87.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2431"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/86i87.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2431"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}