{"id":1095,"date":"2026-07-21T11:18:02","date_gmt":"2026-07-21T03:18:02","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/ai-side-variables\/"},"modified":"2026-08-06T20:37:08","modified_gmt":"2026-08-06T12:37:08","slug":"ai-side-variables","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/ai-side-variables\/","title":{"rendered":"AI\u4fa7\u53d8\u91cf\u4e0e\u54c1\u724c\u63a8\u8350\u6ce2\u52a8\uff1a\u6a21\u578b\u8fed\u4ee3\u3001\u77e5\u8bc6\u622a\u6b62\u3001\u68c0\u7d22\u7b56\u7565\u3001\u5165\u53e3\u5dee\u5f02\u56db\u7c7b\u53d8\u91cf\u5730\u56fe"},"content":{"rendered":"<p><strong>AI\u4fa7\u53d8\u91cf\u6307\u54c1\u724c\u65e0\u6cd5\u63a7\u5236\u3001\u7531AI\u5e73\u53f0\u81ea\u8eab\u4ea7\u751f\u7684\u63a8\u8350\u7ed3\u679c\u6270\u52a8\u6e90\uff0c\u4e3b\u8981\u6709\u56db\u7c7b\uff1a\u6a21\u578b\u8fed\u4ee3\u3001\u77e5\u8bc6\u622a\u6b62\u3001\u68c0\u7d22\u7b56\u7565\u8c03\u6574\u3001\u5165\u53e3\u5dee\u5f02\u3002<\/strong> \u54c1\u724c\u63a8\u8350\u6ce2\u52a8\u7684\u5f52\u56e0\u5982\u679c\u53ea\u76ef\u7740&quot;\u6211\u4e0a\u5468\u6539\u4e86\u4ec0\u4e48&quot;\uff0c\u5927\u6982\u7387\u4f1a\u628a\u5916\u751f\u6ce2\u52a8\u8bef\u5224\u6210\u5185\u5bb9\u95ee\u9898\uff0c\u7136\u540e\u505a\u4e00\u5806\u65e0\u6548\u52a8\u4f5c\u3002<\/p>\n<p>\u591a\u6570\u56e2\u961f\u7684\u5f52\u56e0\u52a8\u4f5c\u662f\u53cd\u7684\uff1a\u770b\u5230 DeepSeek \u6216\u8c46\u5305\u91cc\u54c1\u724c\u63d0\u53ca\u7387\u6389\u4e86\uff0c\u7b2c\u4e00\u53cd\u5e94\u662f\u56de\u6eda\u4e0a\u5468\u7684\u5b98\u7f51\u6539\u7248\u3001\u52a0\u53d1\u51e0\u7bc7\u7a3f\u5b50\u3002\u800c\u5728\u6211\u4eec\u7684\u89c2\u6d4b\u91cc\uff0c<strong>\u4e03\u6210\u6ce2\u52a8\u4e8b\u4ef6\u6839\u672c\u4e0d\u6765\u81ea\u54c1\u724c\u81ea\u5df1<\/strong>\u3002<\/p>\n<p>\u672c\u6587\u56de\u7b54\u56db\u4e2a\u95ee\u9898\uff1a\u54ea\u4e9b\u53d8\u91cf\u5c5e\u4e8eAI\u4fa7\u3001\u600e\u4e48\u7528\u6307\u7eb9\u8868\u533a\u5206\u5b83\u4eec\u3001\u591a\u5927\u7684\u6ce2\u52a8\u624d\u503c\u5f97\u6392\u67e5\u3001\u4ee5\u53ca\u6bcf\u79cd\u5f52\u56e0\u7ed3\u8bba\u5bf9\u5e94\u4ec0\u4e48\u52a8\u4f5c\u3002<\/p>\n<h2>\u4ec0\u4e48\u662fAI\u4fa7\u53d8\u91cf\uff1a\u4e00\u4e2a\u548c&quot;\u5185\u751f\u52a8\u4f5c&quot;\u76f8\u5bf9\u7684\u6982\u5ff5<\/h2>\n<p>AI\u4fa7\u53d8\u91cf\u662f\u6307\u7531AI\u5e73\u53f0\u5355\u65b9\u9762\u53d8\u66f4\u3001\u54c1\u724c\u65e2\u65e0\u6cd5\u611f\u77e5\u4e5f\u65e0\u6cd5\u63a7\u5236\u7684\u56e0\u7d20\uff0c\u5305\u62ec\u6a21\u578b\u7248\u672c\u66f4\u6362\u3001\u8bad\u7ec3\u77e5\u8bc6\u622a\u6b62\u3001\u8054\u7f51\u68c0\u7d22\u7b56\u7565\u8c03\u6574\u3001\u4ee5\u53ca\u4e0d\u540c\u4ea7\u54c1\u5165\u53e3\u7684\u914d\u7f6e\u5dee\u5f02\u3002\u5b83\u4e0e&quot;\u5185\u751f\u53d8\u91cf&quot;\uff08\u54c1\u724c\u81ea\u5df1\u7684\u5185\u5bb9\u3001\u516c\u5173\u3001\u4ea7\u54c1\u52a8\u4f5c\uff09\u76f8\u5bf9\uff0c\u4e24\u8005\u7684\u6392\u67e5\u65b9\u6cd5\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n<p>\u533a\u5206\u4e8c\u8005\u7684\u610f\u4e49\u5f88\u5b9e\u9645\uff1a<strong>\u5185\u751f\u53d8\u91cf\u53ef\u4ee5\u901a\u8fc7\u56de\u6eda\u9a8c\u8bc1\uff0cAI\u4fa7\u53d8\u91cf\u4e0d\u80fd\u3002<\/strong> \u5bf9\u4e00\u4e2a\u7531\u6a21\u578b\u6362\u4ee3\u9020\u6210\u7684\u4e0b\u6ed1\u505a\u5185\u5bb9\u56de\u6eda\uff0c\u53ea\u4f1a\u6d6a\u8d39\u4e24\u5468\u5e76\u6c61\u67d3\u4f60\u7684\u5b9e\u9a8c\u6570\u636e\u2014\u2014\u56e0\u4e3a\u56de\u6eda\u671f\u95f4\u5e73\u53f0\u81ea\u8eab\u7684\u56de\u5347\u4f1a\u88ab\u8bef\u8bb0\u6210\u56de\u6eda\u7684\u529f\u52b3\u3002<\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784542364713-15-64728-1.png\" alt=\"AI\u4fa7\u53d8\u91cf\u5bfc\u81f4\u54c1\u724c\u63a8\u8350\u6ce2\u52a8\u7684\u56db\u7c7b\u53d8\u91cf\u5730\u56fe\uff1a\u6a21\u578b\u8fed\u4ee3\u3001\u77e5\u8bc6\u622a\u6b62\u3001\u68c0\u7d22\u7b56\u7565\u3001\u5165\u53e3\u5dee\u5f02\"><\/p>\n<h2>\u56db\u7c7bAI\u4fa7\u53d8\u91cf\u5730\u56fe\uff1a\u4e00\u5f20\u8868\u770b\u61c2\u8c01\u5728\u5236\u9020\u6ce2\u52a8<\/h2>\n<p>\u56db\u7c7b\u53d8\u91cf\u5728\u65f6\u95f4\u5f62\u6001\u3001\u6ce2\u53ca\u8303\u56f4\u548c\u7ade\u54c1\u540c\u6b65\u6027\u4e0a\u7559\u4e0b\u7684\u75d5\u8ff9\u622a\u7136\u4e0d\u540c\uff0c\u8fd9\u6784\u6210\u4e86\u5b83\u4eec\u7684&quot;\u8bc6\u522b\u6307\u7eb9&quot;\u3002\u770b\u61c2\u8fd9\u5f20\u8868\uff0c\u591a\u6570\u6ce2\u52a8\u53ef\u4ee5\u5728\u534a\u5c0f\u65f6\u5185\u5b9a\u6027\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53d8\u91cf\u7c7b\u578b<\/th>\n<th>\u5178\u578b\u65f6\u95f4\u5f62\u6001<\/th>\n<th>\u6ce2\u53ca\u8303\u56f4<\/th>\n<th>\u7ade\u54c1\u662f\u5426\u540c\u6b65\u53d8\u5316<\/th>\n<th>\u8054\u7f51\u5f00\u5173\u654f\u611f\u5ea6<\/th>\n<th>\u5f15\u7528\u6765\u6e90\u662f\u5426\u6539\u53d8<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6a21\u578b\u8fed\u4ee3<\/td>\n<td>\u65ad\u5d16\u5f0f\uff0c\u5355\u65e5\u5b8c\u6210<\/td>\n<td>\u8be5\u5e73\u53f0\u5168\u54c1\u7c7b<\/td>\n<td>\u9ad8\u5ea6\u540c\u6b65<\/td>\n<td>\u4f4e<\/td>\n<td>\u53ef\u80fd\u4e0d\u53d8<\/td>\n<\/tr>\n<tr>\n<td>\u77e5\u8bc6\u622a\u6b62<\/td>\n<td>\u957f\u671f\u4f4e\u4f4d\uff0c\u4e0d\u662f\u7a81\u53d8<\/td>\n<td>\u8de8\u5e73\u53f0\u4e00\u81f4<\/td>\n<td>\u90e8\u5206\u540c\u6b65<\/td>\n<td><strong>\u6781\u9ad8<\/strong><\/td>\n<td>\u5173\u8054\u7f51\u65f6\u65e0\u6765\u6e90<\/td>\n<\/tr>\n<tr>\n<td>\u68c0\u7d22\u7b56\u7565\u8c03\u6574<\/td>\n<td>\u7f13\u964d\u6216\u9636\u68af\u5f0f<\/td>\n<td>\u5355\u54c1\u7c7b\u6216\u5355\u7c7b\u95ee\u6cd5<\/td>\n<td>\u4e2d\u7b49\u540c\u6b65<\/td>\n<td>\u9ad8<\/td>\n<td><strong>\u5fc5\u7136\u6539\u53d8<\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u5165\u53e3\u5dee\u5f02<\/td>\n<td>\u4e0d\u662f\u771f\u6ce2\u52a8\uff0c\u662f\u53e3\u5f84\u6f02\u79fb<\/td>\n<td>\u4ec5\u7279\u5b9a\u5165\u53e3<\/td>\n<td>\u65e0\u5173<\/td>\n<td>\u89c6\u5165\u53e3\u9ed8\u8ba4\u503c<\/td>\n<td>\u5dee\u5f02\u6781\u5927<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u5f20\u8868\u91cc\u6700\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u4e00\u5217\u662f&quot;\u7ade\u54c1\u662f\u5426\u540c\u6b65\u53d8\u5316&quot;\u3002<strong>\u53ea\u6709\u4f60\u6389\u3001\u7ade\u54c1\u6ca1\u52a8\uff0c\u624d\u503c\u5f97\u6000\u7591\u5185\u751f\u95ee\u9898\uff1b\u5927\u5bb6\u4e00\u8d77\u6389\uff0c\u51e0\u4e4e\u5fc5\u7136\u662f\u5e73\u53f0\u4fa7\u3002<\/strong> \u6240\u4ee5\u7ade\u54c1\u5bf9\u7167\u7ec4\u4e0d\u662f\u9526\u4e0a\u6dfb\u82b1\u7684\u529f\u80fd\uff0c\u5b83\u662f\u5f52\u56e0\u7684\u5fc5\u9700\u54c1\u2014\u2014\u6ca1\u6709\u5bf9\u7167\u7ec4\uff0c\u4f60\u624b\u91cc\u53ea\u6709\u4e00\u6761\u65e0\u6cd5\u89e3\u91ca\u7684\u66f2\u7ebf\u3002<\/p>\n<h2>\u5148\u522b\u5f52\u56e0\uff1a\u7ea6\u56db\u5206\u4e4b\u4e09\u7684&quot;\u6ce2\u52a8&quot;\u5176\u5b9e\u662f\u62bd\u6837\u566a\u58f0<\/h2>\n<p><strong>\u5728\u505a\u4efb\u4f55\u5f52\u56e0\u4e4b\u524d\uff0c\u5148\u786e\u8ba4\u8fd9\u6b21\u6ce2\u52a8\u662f\u5426\u8d85\u51fa\u4e86\u566a\u58f0\u5e26\u3002<\/strong> \u5927\u6a21\u578b\u8f93\u51fa\u672c\u8eab\u5e26\u968f\u673a\u6027\uff0c\u5355\u6b21\u91c7\u6837\u7684\u7ed3\u679c\u51e0\u4e4e\u6ca1\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<p>SparkToro \u4e00\u9879\u8986\u76d6 600 \u540d\u5fd7\u613f\u8005\u30012961 \u6b21\u67e5\u8be2\u7684\u7814\u7a76\u53d1\u73b0\uff0c<a href=\"https:\/\/sparktoro.com\/blog\/new-research-ais-are-highly-inconsistent-when-recommending-brands-or-products-marketers-should-take-care-when-tracking-ai-visibility\/\">\u540c\u4e00 prompt \u4e24\u6b21\u8fd0\u884c\u8fd4\u56de\u5b8c\u5168\u76f8\u540c\u54c1\u724c\u5217\u8868\u7684\u6982\u7387\u4f4e\u4e8e 1%<\/a>\uff0c\u8981\u770b\u5230\u4e24\u4e2a\u5217\u8868\u4ee5\u76f8\u540c\u987a\u5e8f\u51fa\u73b0\u5927\u7ea6\u9700\u8981 1000 \u6b21\u8fd0\u884c\u3002AirOps \u7684\u8de8\u5e73\u53f0\u76d1\u6d4b\u4e5f\u663e\u793a\uff0c<a href=\"https:\/\/www.airops.com\/ai-search-hub\/ai-search-volatility-why-brand-visibility-constantly-fluctuates-in-answer-engines\">\u53ea\u6709\u7ea6 30% \u7684\u54c1\u724c\u80fd\u5728\u8fde\u7eed\u8fd0\u884c\u4e4b\u95f4\u4fdd\u6301\u53ef\u89c1\uff0c57% \u6d88\u5931\u7684\u9875\u9762\u4f1a\u5728\u540e\u7eed\u8fd0\u884c\u4e2d\u91cd\u65b0\u51fa\u73b0<\/a>\u3002<\/p>\n<p>\u4e24\u7ec4\u6570\u636e\u6307\u5411\u540c\u4e00\u4ef6\u4e8b\uff1a<strong>\u5728 AI \u641c\u7d22\u91cc\uff0c&quot;\u6d88\u5931&quot;\u7ecf\u5e38\u53ea\u662f\u6ca1\u62bd\u5230\uff0c\u4e0d\u662f\u88ab\u6dd8\u6c70\u3002<\/strong><\/p>\n<h3>MaxAEO \u7684\u89c2\u6d4b\u6837\u672c\u4e0e\u566a\u58f0\u57fa\u7ebf<\/h3>\n<p>\u6211\u4eec\u5728 2026 \u5e74 3 \u6708 1 \u65e5\u81f3 5 \u6708 31 \u65e5\u671f\u95f4\uff0c\u5bf9 4 \u4e2a\u54c1\u724c\uff083 \u4e2a\u6d88\u8d39\u54c1\u724c\u30011 \u4e2a B2B SaaS\uff09\u5728 DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u56db\u4e2a\u5e73\u53f0\u4e0a\u505a\u4e86\u8fde\u7eed\u76d1\u6d4b\uff1a\u6bcf\u54c1\u724c 15 \u6761\u4e0d\u542b\u54c1\u724c\u540d\u7684\u54c1\u7c7b\u95ee\u8be2\uff0c\u6bcf\u5e73\u53f0\u6bcf\u5929\u91c7\u6837 3 \u6b21\uff0c65 \u4e2a\u91c7\u6837\u65e5\uff0c<strong>\u7d2f\u8ba1\u7ea6 4.7 \u4e07\u6b21\u95ee\u7b54\u8bb0\u5f55<\/strong>\u3002\u91c7\u96c6\u7edf\u4e00\u8d70\u5404\u5e73\u53f0\u5b98\u65b9 App \u5165\u53e3\u3001\u9ed8\u8ba4\u5f00\u542f\u8054\u7f51\u3001\u56fa\u5b9a\u8d26\u53f7\u4e0e\u5730\u57df\uff0c\u907f\u514d\u53e3\u5f84\u672c\u8eab\u6210\u4e3a\u53d8\u91cf\u3002<\/p>\n<p>\u7ed3\u679c\uff1a<\/p>\n<ul>\n<li>\u540c\u4e00 prompt \u540c\u4e00\u5929\u8fde\u95ee 3 \u6b21\uff0c&quot;\u662f\u5426\u63d0\u53ca\u8be5\u54c1\u724c&quot;\u4e09\u6b21\u7ed3\u679c\u5b8c\u5168\u4e00\u81f4\u7684\u6bd4\u4f8b\u53ea\u6709 <strong>58%<\/strong><\/li>\n<li>\u5355\u65e5\u63d0\u53ca\u7387\uff083 \u6b21\u91c7\u6837\uff09\u7684\u6807\u51c6\u5dee\u4e2d\u4f4d\u6570\u4e3a <strong>9.4 \u4e2a\u767e\u5206\u70b9<\/strong><\/li>\n<li>\u6539\u7528 7 \u65e5\u6eda\u52a8\u5747\u503c\u540e\uff0c\u6807\u51c6\u5dee\u964d\u5230 <strong>3.1 \u4e2a\u767e\u5206\u70b9<\/strong><\/li>\n<\/ul>\n<p><strong>\u6eda\u52a8\u5747\u503c\u628a\u566a\u58f0\u538b\u7f29\u5230\u7ea6\u4e09\u5206\u4e4b\u4e00<\/strong>\uff0c\u8fd9\u662f\u6240\u6709\u540e\u7eed\u9608\u503c\u80fd\u6210\u7acb\u7684\u524d\u63d0\u3002\u53ea\u770b\u5355\u65e5\u6570\u636e\uff0c\u4f60\u7684\u544a\u8b66\u7cfb\u7edf\u4f1a\u4e00\u76f4\u54cd\u3002<\/p>\n<h3>\u7acb\u6848\u9608\u503c\uff1a\u4ec0\u4e48\u6837\u7684\u6ce2\u52a8\u624d\u503c\u5f97\u6392\u67e5<\/h3>\n<p>\u636e\u6b64\u6211\u4eec\u8bbe\u5b9a\u7684\u5224\u5b9a\u89c4\u5219\u662f\uff1a<strong>7 \u65e5\u6eda\u52a8\u63d0\u53ca\u7387\u76f8\u5bf9\u524d 28 \u5929\u57fa\u7ebf\u504f\u79bb \u226510 \u4e2a\u767e\u5206\u70b9\uff0c\u4e14\u8fde\u7eed 3 \u5929\u4e0d\u56de\u5f52\uff0c\u624d\u7b97\u4e00\u6b21&quot;\u6ce2\u52a8\u4e8b\u4ef6&quot;\u3002<\/strong><\/p>\n<p>10pp \u8fd9\u4e2a\u6570\u5b57\u4e0d\u662f\u62cd\u8111\u888b\u6765\u7684\uff1a\u5b83\u7ea6\u7b49\u4e8e 3 \u500d\u7684\u6eda\u52a8\u6807\u51c6\u5dee\uff083.1pp\uff09\uff0c\u843d\u5728\u566a\u58f0\u5e26\u5916\u7684\u6982\u7387\u8db3\u591f\u9ad8\uff1b\u8fde\u7eed 3 \u5929\u5219\u7528\u6765\u6ee4\u6389\u5e73\u53f0\u4e34\u65f6\u6545\u969c\u548c\u5355\u65e5\u62bd\u6837\u8fd0\u6c14\u3002<\/p>\n<p>\u6309\u8fd9\u4e2a\u9608\u503c\uff0c65 \u4e2a\u91c7\u6837\u65e5\u91cc\u5171\u89e6\u53d1 <strong>112 \u8d77\u5355\u65e5\u5f02\u5e38<\/strong>\uff0c\u5176\u4e2d\u53ea\u6709 <strong>37 \u8d77<\/strong>\u901a\u8fc7\u9608\u503c\u7acb\u6848\u2014\u2014<strong>\u7ea6\u56db\u5206\u4e4b\u4e09\u7684\u544a\u8b66\u662f\u566a\u58f0<\/strong>\u3002\u5982\u679c\u6ca1\u6709\u8fd9\u9053\u95f8\uff0c\u56e2\u961f\u4f1a\u628a\u5927\u91cf\u65f6\u95f4\u82b1\u5728\u8ffd\u4e0d\u5b58\u5728\u7684\u95ee\u9898\u4e0a\u3002<\/p>\n<p>37 \u8d77\u7acb\u6848\u4e8b\u4ef6\u7684\u5f52\u56e0\u5206\u5e03\u5982\u4e0b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5f52\u56e0\u7c7b\u522b<\/th>\n<th>\u4e8b\u4ef6\u6570<\/th>\n<th>\u5360\u6bd4<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5185\u751f\u52a8\u4f5c\uff08\u6539\u7248\u3001\u4e0a\u65b0\u3001\u516c\u5173\u4e8b\u4ef6\uff09<\/td>\n<td>11<\/td>\n<td>30%<\/td>\n<\/tr>\n<tr>\n<td>\u68c0\u7d22\u7b56\u7565\u8c03\u6574<\/td>\n<td>10<\/td>\n<td>27%<\/td>\n<\/tr>\n<tr>\n<td>\u6a21\u578b\u8fed\u4ee3<\/td>\n<td>8<\/td>\n<td>22%<\/td>\n<\/tr>\n<tr>\n<td>\u5165\u53e3\/\u53e3\u5f84\u6f02\u79fb<\/td>\n<td>5<\/td>\n<td>13%<\/td>\n<\/tr>\n<tr>\n<td>\u77e5\u8bc6\u622a\u6b62\u76f8\u5173<\/td>\n<td>3<\/td>\n<td>8%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>AI\u4fa7\u53d8\u91cf\u5408\u8ba1\u5360 70%\u3002<\/strong> \u8fd9\u4e2a\u6bd4\u4f8b\u672c\u8eab\u5c31\u662f&quot;\u5148\u67e5\u5916\u751f\u3001\u518d\u67e5\u5185\u751f&quot;\u8fd9\u4e00\u6392\u67e5\u987a\u5e8f\u7684\u4f9d\u636e\uff1a\u5982\u679c\u4f60\u6bcf\u6b21\u90fd\u4ece\u5185\u751f\u52a8\u4f5c\u67e5\u8d77\uff0c\u4e03\u6210\u7684\u65f6\u95f4\u4f1a\u82b1\u5728\u9519\u8bef\u7684\u5047\u8bbe\u4e0a\u3002<\/p>\n<h2>\u53d8\u91cf\u4e00\uff1a\u6a21\u578b\u8fed\u4ee3\u2014\u2014\u65ad\u5d16\u5f0f\u3001\u8de8\u54c1\u7c7b\u3001\u7ade\u54c1\u540c\u6b65<\/h2>\n<p><strong>\u6a21\u578b\u8fed\u4ee3\u7684\u6307\u7eb9\u662f&quot;\u5355\u65e5\u65ad\u5d16 + \u7ade\u54c1\u540c\u6b65 + \u8de8\u54c1\u7c7b&quot;\u3002<\/strong> \u5e73\u53f0\u5b8c\u6210\u7248\u672c\u5207\u6362\u540e\uff0c\u53c2\u6570\u5316\u77e5\u8bc6\u548c\u5185\u90e8\u6743\u91cd\u6574\u4f53\u91cd\u6392\uff0c\u54c1\u724c\u5728\u8be5\u5e73\u53f0\u7684\u6392\u4f4d\u53ef\u80fd\u4e00\u591c\u91cd\u7f6e\uff0c\u800c\u8fd9\u4e0e\u4f60\u7684\u5185\u5bb9\u8d28\u91cf\u65e0\u5173\u3002<\/p>\n<p>\u6211\u4eec\u89c2\u6d4b\u5230\u7684\u4e00\u4e2a\u5178\u578b\u6848\u4f8b\uff1a\u67d0\u5e73\u53f0 4 \u6708\u4e2d\u65ec\u5b8c\u6210\u7248\u672c\u5207\u6362\uff0c\u8ddf\u8e2a\u54c1\u724c\u7684 7 \u65e5\u6eda\u52a8\u63d0\u53ca\u7387\u4ece 58% \u6389\u5230 31%\uff08-27pp\uff09\u3002\u540c\u54c1\u7c7b\u76d1\u6d4b\u7684 4 \u4e2a\u7ade\u54c1\u4e2d\uff0c3 \u4e2a\u540c\u6b65\u4e0b\u964d 15\u201324pp\uff0c\u53ea\u6709 1 \u4e2a\u4e0a\u5347\u3002<strong>\u7ade\u54c1\u540c\u6b65\u6027\u76f4\u63a5\u6392\u9664\u4e86\u5185\u751f\u539f\u56e0\u3002<\/strong><\/p>\n<p>\u540e\u7eed\u66f4\u503c\u5f97\u6ce8\u610f\uff1a\u5728\u5b8c\u5168\u4e0d\u505a\u5185\u5bb9\u52a8\u4f5c\u7684\u60c5\u51b5\u4e0b\uff0c\u8be5\u54c1\u724c\u7b2c 14 \u5929\u81ea\u7136\u56de\u5347\u5230 46%\uff1b\u7b2c 21 \u5929\u8865\u9f50\u5b98\u7f51\u7ed3\u6784\u5316\u6570\u636e\u540e\u8fbe\u5230 55%\u3002<strong>\u7248\u672c\u5207\u6362\u540e\u7684\u5934\u4e24\u5468\uff0c\u89c2\u6d4b\u5230\u7684\u4e0b\u6ed1\u6709\u76f8\u5f53\u4e00\u90e8\u5206\u4f1a\u81ea\u884c\u4fee\u590d<\/strong>\uff0c\u6b64\u65f6\u6025\u7740\u5927\u6539\u5185\u5bb9\uff0c\u65e2\u6d6a\u8d39\u9884\u7b97\uff0c\u4e5f\u4f1a\u8ba9\u4f60\u8bef\u4ee5\u4e3a\u662f\u81ea\u5df1\u7684\u52a8\u4f5c\u6551\u56de\u4e86\u6392\u540d\u3002<\/p>\n<p>\u8fd9\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48&quot;\u6362\u4ee3\u540e\u7acb\u523b\u53d1\u4e00\u6279\u7a3f&quot;\u770b\u8d77\u6765\u603b\u662f\u6709\u6548\u2014\u2014\u56e0\u4e3a\u5b83\u8e6d\u4e0a\u4e86\u672c\u6765\u5c31\u4f1a\u53d1\u751f\u7684\u56de\u5347\u3002\u60f3\u628a\u8fd9\u4e24\u8005\u62c6\u5f00\uff0c\u552f\u4e00\u7684\u529e\u6cd5\u662f\u7559\u4e00\u7ec4\u4e0d\u52a8\u4f5c\u7684\u5bf9\u7167 prompt\u3002<\/p>\n<p>\u5bf9\u5e94\u7684\u5904\u7406\u65b9\u5f0f\u662f\u7b49\u5f85\u4e0e\u9a8c\u8bc1\u5e76\u884c\uff0c\u5177\u4f53\u7684\u5206\u9636\u6bb5\u52a8\u4f5c\u53ef\u4ee5\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/model-mention-drop\">\u5927\u6a21\u578b\u6362\u4ee3\u540e\u7684\u54c1\u724c\u63d0\u53ca\u6392\u67e5\u4e0e\u5feb\u901f\u6062\u590d\u6e05\u5355<\/a>\uff1b\u5982\u679c\u4f60\u60f3\u628a\u8fd9\u79cd\u88ab\u52a8\u5e94\u5bf9\u53d8\u6210\u5e38\u6001\u673a\u5236\uff0c<a href=\"https:\/\/maxaeo.cn\/blog\/model-update-ai-visibility\">\u8ddf\u4f4f\u6a21\u578b\u8fed\u4ee3\u3001\u7a33\u4f4f\u54c1\u724cAI\u53ef\u89c1\u6027\u7684\u7ef4\u62a4\u673a\u5236<\/a>\u7ed9\u4e86\u4e00\u5957\u6309\u5468\u671f\u6267\u884c\u7684\u505a\u6cd5\u3002<\/p>\n<h2>\u53d8\u91cf\u4e8c\uff1a\u77e5\u8bc6\u622a\u6b62\u2014\u2014\u5b83\u5236\u9020\u7684\u662f\u957f\u671f\u4f4e\u4f4d\uff0c\u4e0d\u662f\u7a81\u7136\u6ce2\u52a8<\/h2>\n<p><strong>\u8bad\u7ec3\u77e5\u8bc6\u622a\u6b62\u9020\u6210\u7684\u4e0d\u662f\u6ce2\u52a8\uff0c\u800c\u662f\u7a33\u5b9a\u7684\u9519\u7b54\u3002<\/strong> \u6a21\u578b\u5728\u4e0d\u8054\u7f51\u65f6\u4f9d\u8d56\u53c2\u6570\u5316\u77e5\u8bc6\uff0c\u800c\u8fd9\u90e8\u5206\u77e5\u8bc6\u51bb\u7ed3\u5728\u8bad\u7ec3\u6570\u636e\u622a\u6b62\u90a3\u4e00\u523b\uff0c\u4e4b\u540e\u7684\u54c1\u724c\u6539\u540d\u3001\u6362\u5b9a\u4ef7\u3001\u4ea7\u54c1\u7ebf\u8c03\u6574\u90fd\u4e0d\u4f1a\u81ea\u52a8\u8fdb\u5165\u3002<\/p>\n<p>\u6211\u4eec\u8ddf\u8e2a\u7684\u90a3\u5bb6 B2B SaaS \u54c1\u724c\u5728 2026 \u5e74 2 \u6708\u5b8c\u6210\u54c1\u724c\u6539\u540d\u5e76\u66f4\u6362\u4e86\u5b9a\u4ef7\u6a21\u578b\u3002\u6d4b\u8bd5\u7ed3\u679c\uff1a<strong>\u5173\u95ed\u8054\u7f51\u65f6\uff0c4 \u4e2a\u5e73\u53f0\u4e2d\u6709 3 \u4e2a\u6301\u7eed\u8fd4\u56de\u65e7\u540d\u79f0\u4e0e\u65e7\u5b9a\u4ef7\u7ed3\u6784\uff0c\u76f4\u5230 5 \u6708\u5e95\u4ecd\u672a\u66f4\u65b0\uff1b\u5f00\u542f\u8054\u7f51\u65f6\uff0c4 \u4e2a\u5e73\u53f0\u5168\u90e8\u8fd4\u56de\u6b63\u786e\u4fe1\u606f\u3002<\/strong><\/p>\n<p>\u8fd9\u5e26\u6765\u4e00\u4e2a\u53cd\u76f4\u89c9\u7684\u6392\u67e5\u8981\u70b9\uff1a<strong>\u5982\u679c\u4f60\u770b\u5230\u7684\u662f&quot;\u957f\u671f\u4f4e\u4f4d&quot;\u800c\u4e0d\u662f&quot;\u7a81\u7136\u6389\u843d&quot;\uff0c\u4f18\u5148\u6000\u7591\u77e5\u8bc6\u622a\u6b62\u800c\u4e0d\u662f\u6a21\u578b\u8fed\u4ee3\u3002<\/strong> \u77e5\u8bc6\u622a\u6b62\u552f\u4e00\u4f1a\u8868\u73b0\u4e3a\u6ce2\u52a8\u7684\u573a\u666f\uff0c\u662f\u5e73\u53f0\u8c03\u4f4e\u4e86\u8054\u7f51\u89e6\u53d1\u7387\u2014\u2014\u6b64\u65f6\u6a21\u578b\u66f4\u591a\u4f9d\u8d56\u65e7\u7684\u53c2\u6570\u5316\u77e5\u8bc6\uff0c\u65e7\u4fe1\u606f\u91cd\u65b0\u5360\u636e\u7b54\u6848\u3002<\/p>\n<p>\u5224\u65ad\u65b9\u6cd5\u53ea\u9700\u4e00\u6b65\uff1a\u540c\u4e00\u6279 prompt \u5173\u6389\u8054\u7f51\u8dd1\u4e00\u8f6e\u3002<strong>\u5173\u8054\u7f51\u65f6\u7b54\u6848\u660e\u663e\u66f4\u65e7\u3001\u66f4\u5dee\uff0c\u5f00\u8054\u7f51\u65f6\u6b63\u5e38\uff0c\u57fa\u672c\u53ef\u4ee5\u9501\u5b9a\u77e5\u8bc6\u622a\u6b62\u3002<\/strong><\/p>\n<h2>\u53d8\u91cf\u4e09\uff1a\u68c0\u7d22\u7b56\u7565\u8c03\u6574\u2014\u2014\u63d0\u53ca\u8fd8\u5728\uff0c\u4f46\u5f15\u7528\u6765\u6e90\u5168\u6362\u4e86<\/h2>\n<p><strong>\u68c0\u7d22\u7b56\u7565\u53d8\u5316\u6700\u9690\u853d\uff0c\u56e0\u4e3a\u5b83\u5e38\u5e38\u5148\u6539\u53d8&quot;\u8c01\u5728\u66ff\u4f60\u8bf4\u8bdd&quot;\uff0c\u51e0\u5468\u540e\u624d\u6539\u53d8&quot;\u4f60\u8fd8\u5728\u4e0d\u5728&quot;\u3002<\/strong> \u5e73\u53f0\u8c03\u6574\u4fe1\u6e90\u6c60\u6743\u91cd\u3001\u8054\u7f51\u89e6\u53d1\u9608\u503c\u6216\u91cd\u6392\u903b\u8f91\u65f6\uff0c\u63d0\u53ca\u7387\u53ef\u80fd\u7eb9\u4e1d\u4e0d\u52a8\u3002<\/p>\n<p>\u4e00\u6b21\u771f\u5b9e\u89c2\u6d4b\uff1a\u67d0\u5e73\u53f0\u9759\u9ed8\u66f4\u65b0\u540e\uff0c\u8ddf\u8e2a\u54c1\u724c\u7684\u63d0\u53ca\u7387\u53ea\u6389\u4e86 4pp\u2014\u2014<strong>\u5b8c\u5168\u843d\u5728\u566a\u58f0\u5e26\u5185\uff0c\u4e0d\u4f1a\u89e6\u53d1\u4efb\u4f55\u544a\u8b66<\/strong>\u3002\u4f46\u5f15\u7528\u6765\u6e90\u7ed3\u6784\u53d1\u751f\u4e86\u5927\u5e45\u8fc1\u79fb\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6765\u6e90\u7c7b\u578b<\/th>\n<th>\u66f4\u65b0\u524d\u5360\u6bd4<\/th>\n<th>\u66f4\u65b0\u540e\u5360\u6bd4<\/th>\n<th>\u53d8\u5316<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>UGC \u793e\u533a\uff08\u77e5\u4e4e\u3001\u5c0f\u7ea2\u4e66\u7c7b\uff09<\/td>\n<td>47%<\/td>\n<td>19%<\/td>\n<td>-28pp<\/td>\n<\/tr>\n<tr>\n<td>\u54c1\u724c\u5b98\u7f51 + \u5782\u76f4\u5a92\u4f53<\/td>\n<td>31%<\/td>\n<td>58%<\/td>\n<td>+27pp<\/td>\n<\/tr>\n<tr>\n<td>\u65b0\u95fb\u8d44\u8baf\u7c7b<\/td>\n<td>22%<\/td>\n<td>23%<\/td>\n<td>+1pp<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e09\u5468\u540e\uff0c\u8be5\u54c1\u724c\u7684\u63d0\u53ca\u7387\u624d\u6389\u4e86 12pp \u5e76\u6b63\u5f0f\u7acb\u6848\u3002<strong>\u8fd9\u610f\u5473\u7740\u5f15\u7528\u6765\u6e90\u7ed3\u6784\u662f\u63d0\u53ca\u7387\u7684\u9886\u5148\u6307\u6807\uff0c\u6bd4\u63d0\u53ca\u7387\u672c\u8eab\u65e9\u7ea6 3 \u5468\u53d1\u51fa\u4fe1\u53f7\u3002<\/strong><\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784542364713-15-64728-2.png\" alt=\"\u5f15\u7528\u6765\u6e90\u7ed3\u6784\u4eceUGC\u793e\u533a\u5411\u54c1\u724c\u5b98\u7f51\u8fc1\u79fb\u7684\u5360\u6bd4\u53d8\u5316\u6298\u7ebf\u56fe\"><\/p>\n<p>\u5bf9\u54c1\u724c\u7684\u5b9e\u64cd\u542b\u4e49\u5f88\u76f4\u63a5\uff1a\u5982\u679c\u4f60\u7684 AI \u53ef\u89c1\u5ea6\u9ad8\u5ea6\u4f9d\u8d56\u67d0\u4e00\u7c7b\u4fe1\u6e90\uff0c\u800c\u5e73\u53f0\u6b63\u5728\u964d\u4f4e\u8fd9\u7c7b\u4fe1\u6e90\u7684\u6743\u91cd\uff0c\u4f60\u9700\u8981\u5728\u63d0\u53ca\u7387\u4e0b\u8dcc\u4e4b\u524d\u5c31\u8865\u53e6\u4e00\u6761\u817f\u3002<\/p>\n<p>\u5404\u5e73\u53f0\u7684\u9009\u6e90\u903b\u8f91\u5dee\u5f02\u5f88\u5927\uff0c\u503c\u5f97\u5206\u522b\u6478\u6e05\uff1aGoogle \u4fa7\u53ef\u4ee5\u53c2\u8003 <a href=\"https:\/\/maxaeo.ai\/blog\/how-to-get-cited-by-gemini\">Grounding with Google Search \u5982\u4f55\u6311\u9009\u4fe1\u6e90<\/a>\uff1b\u4e2d\u6587\u573a\u666f\u4e0b\uff0c<a href=\"https:\/\/maxaeo.cn\/blog\/baidu-ai-search-optimization\">\u767e\u5ea6AI\u641c\u7d22\u91cc\u6587\u5fc3\u3001AI\u4f19\u4f34\u3001\u767e\u5bb6\u53f7\u548c\u767e\u5ea6\u77e5\u9053\u8c01\u5728\u7ed9AI\u4f9b\u4fe1\u6e90<\/a>\u62c6\u4e86\u53e6\u4e00\u5957\u5b8c\u5168\u4e0d\u540c\u7684\u6743\u91cd\u7ed3\u6784\u3002<\/p>\n<p><strong>\u843d\u5730\u5efa\u8bae\uff1a\u628a&quot;\u6765\u6e90\u57df\u540d\u5206\u5e03&quot;\u505a\u6210\u548c\u63d0\u53ca\u7387\u540c\u7ea7\u7684\u76d1\u6d4b\u6307\u6807\uff0c\u6bcf\u5468\u8bb0\u5f55\u4e00\u6b21 TOP 10 \u6765\u6e90\u57df\u540d\u53ca\u5176\u5360\u6bd4\u3002<\/strong> \u8fd9\u6761\u66f2\u7ebf\u7684\u53d8\u5316\u901f\u5ea6\u8fdc\u5feb\u4e8e\u63d0\u53ca\u7387\uff0c\u662f\u6700\u4fbf\u5b9c\u7684\u9884\u8b66\u3002<\/p>\n<h2>\u53d8\u91cf\u56db\uff1a\u5165\u53e3\u5dee\u5f02\u2014\u2014\u5f88\u591a&quot;\u6ce2\u52a8&quot;\u662f\u76d1\u6d4b\u53e3\u5f84\u5728\u6f02\u79fb<\/h2>\n<p><strong>\u540c\u4e00\u4e2a\u5e73\u53f0\u3001\u540c\u4e00\u4e2a\u6a21\u578b\u3001\u540c\u4e00\u5929\uff0c\u4e0d\u540c\u5165\u53e3\u7ed9\u51fa\u7684\u54c1\u724c\u63d0\u53ca\u7387\u53ef\u4ee5\u5dee\u4e00\u500d\u4ee5\u4e0a\u3002<\/strong> \u8fd9\u7c7b\u5dee\u5f02\u4e0d\u662f\u6ce2\u52a8\uff0c\u800c\u662f\u76d1\u6d4b\u53e3\u5f84\u4e0d\u4e00\u81f4\u9020\u6210\u7684\u5047\u8c61\u3002<\/p>\n<p>2026 \u5e74 5 \u6708 14 \u65e5\uff0c\u6211\u4eec\u5bf9\u540c\u4e00\u54c1\u724c\u3001\u540c\u4e00\u6279 15 \u6761 prompt\u3001\u540c\u4e00\u5e73\u53f0\u7684\u56db\u4e2a\u5165\u53e3\u505a\u4e86\u540c\u65e5\u5bf9\u7167\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5165\u53e3<\/th>\n<th>\u8054\u7f51\u9ed8\u8ba4\u72b6\u6001<\/th>\n<th>\u54c1\u724c\u63d0\u53ca\u7387<\/th>\n<th>\u5e73\u5747\u5f15\u7528\u6765\u6e90\u6570<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5b98\u65b9 App<\/td>\n<td>\u9ed8\u8ba4\u5f00\u542f<\/td>\n<td>63%<\/td>\n<td>4.2<\/td>\n<\/tr>\n<tr>\n<td>\u5b98\u65b9\u7f51\u9875\u7248<\/td>\n<td>\u9ed8\u8ba4\u5f00\u542f<\/td>\n<td>61%<\/td>\n<td>4.0<\/td>\n<\/tr>\n<tr>\n<td>\u5f00\u653e\u5e73\u53f0 API\uff08\u9ed8\u8ba4\u53c2\u6570\uff09<\/td>\n<td>\u9ed8\u8ba4\u5173\u95ed<\/td>\n<td>28%<\/td>\n<td>0<\/td>\n<\/tr>\n<tr>\n<td>API + \u663e\u5f0f\u5f00\u542f\u8054\u7f51<\/td>\n<td>\u5f00\u542f<\/td>\n<td>57%<\/td>\n<td>3.1<\/td>\n<\/tr>\n<tr>\n<td>\u7b2c\u4e09\u65b9\u5957\u58f3\u5e94\u7528<\/td>\n<td>\u7531\u5e94\u7528\u65b9\u51b3\u5b9a<\/td>\n<td>41%<\/td>\n<td>1.8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>API \u9ed8\u8ba4\u4e0d\u8054\u7f51\u8fd9\u4e00\u6761\uff0c\u8db3\u4ee5\u8ba9\u63d0\u53ca\u7387\u8170\u65a9\u3002<\/strong> \u5927\u91cf\u81ea\u5efa\u76d1\u6d4b\u811a\u672c\u76f4\u63a5\u8c03 API \u4e14\u4e0d\u5f00\u8054\u7f51\uff0c\u91c7\u56de\u6765\u7684\u6570\u636e\u5176\u5b9e\u662f&quot;\u6a21\u578b\u8bb0\u5fc6\u91cc\u7684\u4f60&quot;\uff0c\u800c\u4e0d\u662f&quot;\u7528\u6237\u770b\u5230\u7684\u4f60&quot;\u3002\u5f53\u76d1\u6d4b\u4f9b\u5e94\u5546\u6084\u6084\u6362\u4e86\u91c7\u96c6\u5165\u53e3\uff0c\u6216\u4f60\u7684\u811a\u672c\u5347\u7ea7\u540e\u9ed8\u8ba4\u53c2\u6570\u53d8\u4e86\uff0c\u5c31\u4f1a\u51ed\u7a7a\u51fa\u73b0\u4e00\u6b21\u65ad\u5d16\u3002<\/p>\n<p>\u5373\u4f7f\u663e\u5f0f\u5f00\u542f\u8054\u7f51\uff0cAPI\uff0857%\u30013.1 \u4e2a\u6765\u6e90\uff09\u4ecd\u7565\u4f4e\u4e8e\u5b98\u65b9 App\uff0863%\u30014.2 \u4e2a\u6765\u6e90\uff09\u3002<strong>\u5b98\u65b9\u5165\u53e3\u901a\u5e38\u8fd8\u53e0\u52a0\u4e86\u4ea7\u54c1\u5c42\u7684\u68c0\u7d22\u589e\u5f3a\u548c\u540e\u5904\u7406\uff0c\u8fd9\u90e8\u5206\u80fd\u529b API \u4e0d\u4f1a\u5b8c\u6574\u5f00\u653e<\/strong>\uff0c\u6240\u4ee5\u4e24\u6761\u7ebf\u6c38\u8fdc\u4e0d\u4f1a\u5b8c\u5168\u91cd\u5408\u3002<\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784542364713-15-64728-3.png\" alt=\"\u540c\u4e00\u54c1\u724c\u5728\u5b98\u65b9App\u3001\u7f51\u9875\u7248\u3001API\u548c\u7b2c\u4e09\u65b9\u5957\u58f3\u5e94\u7528\u56db\u4e2a\u5165\u53e3\u7684\u63d0\u53ca\u7387\u5bf9\u6bd4\u67f1\u72b6\u56fe\"><\/p>\n<p>\u7ed3\u8bba\u662f\uff1a<strong>\u76d1\u6d4b\u53e3\u5f84\u5fc5\u987b\u4e0e\u7528\u6237\u771f\u5b9e\u5165\u53e3\u5bf9\u9f50<\/strong>\uff0c\u4e14\u5165\u53e3\u4e00\u7ecf\u786e\u5b9a\u5c31\u4e0d\u8981\u4e2d\u9014\u66f4\u6362\u3002\u8981\u6362\u7684\u8bdd\uff0c\u65b0\u65e7\u53e3\u5f84\u5e76\u884c\u8dd1\u81f3\u5c11\u4e24\u5468\uff0c\u91cd\u5efa\u57fa\u7ebf\u540e\u518d\u5207\u3002<\/p>\n<p>\u65b0\u5e73\u53f0\u521a\u4e0a\u7ebf\u65f6\u8fd9\u4e2a\u95ee\u9898\u5c24\u5176\u7a81\u51fa\u2014\u2014\u5165\u53e3\u9ed8\u8ba4\u503c\u7ecf\u5e38\u5728\u51e0\u5468\u5185\u53cd\u590d\u8c03\u6574\uff0c<a href=\"https:\/\/maxaeo.cn\/blog\/ai-first-mover\">\u65b0AI\u641c\u7d22\u5e73\u53f0\u7684\u65e9\u671f\u7ea2\u5229\u4e0e\u8e29\u5751\u5b9e\u6d4b<\/a>\u91cc\u8bb0\u5f55\u4e86\u51e0\u6b21\u8fd9\u6837\u7684\u53e3\u5f84\u53d8\u52a8\u3002<\/p>\n<h2>\u6392\u67e5\u987a\u5e8f\uff1a\u4e94\u6b65\u5b9a\u6027\uff0c\u4ece\u6700\u4fbf\u5b9c\u7684\u68c0\u67e5\u5f00\u59cb<\/h2>\n<p>\u6392\u67e5\u987a\u5e8f\u6309&quot;\u6210\u672c\u4ece\u4f4e\u5230\u9ad8\u3001\u6392\u9664\u529b\u4ece\u5f3a\u5230\u5f31&quot;\u6392\u5217\u3002<strong>\u6309\u987a\u5e8f\u8d70\uff0c\u591a\u6570\u4e8b\u4ef6\u5728\u7b2c\u4e09\u6b65\u4e4b\u524d\u5c31\u80fd\u5b9a\u6027\u3002<\/strong><\/p>\n<ol>\n<li><strong>\u786e\u8ba4\u662f\u5426\u8d85\u8fc7\u566a\u58f0\u5e26<\/strong>\uff085 \u5206\u949f\uff09\u30027 \u65e5\u6eda\u52a8\u503c\u662f\u5426\u504f\u79bb\u57fa\u7ebf \u226510pp\uff0c\u4e14\u8fde\u7eed 3 \u5929\u4e0d\u56de\u5f52\uff1f\u6ca1\u8d85\u8fc7\u5c31\u4e0d\u7acb\u6848\u3002<\/li>\n<li><strong>\u6838\u5bf9\u76d1\u6d4b\u53e3\u5f84<\/strong>\uff085 \u5206\u949f\uff09\u3002\u91c7\u96c6\u5165\u53e3\u3001\u8054\u7f51\u5f00\u5173\u3001\u8d26\u53f7\u72b6\u6001\u3001\u5730\u57df\u3001prompt \u96c6\u5408\u662f\u5426\u4e0e\u4e0a\u4e00\u5468\u671f\u5b8c\u5168\u4e00\u81f4\uff1f\u4efb\u4e00\u9879\u53d8\u4e86\uff0c\u5148\u590d\u73b0\u65e7\u53e3\u5f84\u518d\u8bf4\u3002<\/li>\n<li><strong>\u62c9\u7ade\u54c1\u540c\u6b65\u6027<\/strong>\uff0815 \u5206\u949f\uff09\u3002\u540c\u54c1\u7c7b 3\u20135 \u4e2a\u7ade\u54c1\u662f\u5426\u540c\u6b65\u53d8\u5316\uff1f\u540c\u6b65 = \u5e73\u53f0\u4fa7\uff1b\u53ea\u6709\u4f60\u6389 = \u5185\u751f\u5acc\u7591\u3002<\/li>\n<li><strong>\u505a\u8054\u7f51\u5f00\u5173 A\/B<\/strong>\uff0830 \u5206\u949f\uff09\u3002\u540c\u4e00\u6279 prompt \u5206\u522b\u5728\u5f00\/\u5173\u8054\u7f51\u4e0b\u5404\u8dd1 20 \u6b21\u3002\u5173\u8054\u7f51\u5dee\u3001\u5f00\u8054\u7f51\u597d = \u77e5\u8bc6\u622a\u6b62\uff1b\u4e24\u8005\u90fd\u5dee = \u68c0\u7d22\u6216\u6a21\u578b\u5c42\u3002<\/li>\n<li><strong>diff \u5f15\u7528\u6765\u6e90\u7ed3\u6784\u4e0e\u7248\u672c\u65f6\u95f4\u8f74<\/strong>\uff081\u20132 \u5c0f\u65f6\uff09\u3002\u5bf9\u6bd4\u6ce2\u52a8\u524d\u540e\u7684\u6765\u6e90\u57df\u540d\u5206\u5e03\uff1b\u518d\u628a\u6ce2\u52a8\u65e5\u4e0e\u8be5\u5e73\u53f0\u7684\u516c\u5f00\u53d1\u7248\u8bb0\u5f55\u5bf9\u9f50\u3002\u6765\u6e90\u7ed3\u6784\u5927\u6539 = \u68c0\u7d22\u7b56\u7565\uff1b\u6765\u6e90\u6ca1\u53d8\u4f46\u6392\u4f4d\u91cd\u7f6e\u4e14\u5bf9\u9f50\u4e86\u53d1\u7248\u65e5 = \u6a21\u578b\u8fed\u4ee3\u3002<\/li>\n<\/ol>\n<p>\u8d70\u5b8c\u8fd9\u4e94\u6b65\u4ecd\u65e0\u6cd5\u5f52\u56e0\u5230AI\u4fa7\u53d8\u91cf\uff0c\u624d\u56de\u5934\u67e5\u5185\u751f\u52a8\u4f5c\u3002\u6b64\u65f6\u7528<a href=\"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\">AI\u5f15\u7528\u7684A\/B\u6d4b\u8bd5\u65b9\u6cd5<\/a>\u9a8c\u8bc1\u5177\u4f53\u5185\u5bb9\u6539\u52a8\u7684\u6548\u679c\uff0c\u5f97\u5230\u7684\u7ed3\u8bba\u624d\u662f\u5e72\u51c0\u7684\u3002<\/p>\n<h3>\u6392\u67e5\u524d\u5fc5\u987b\u5907\u597d\u7684\u4e09\u6837\u4e1c\u897f<\/h3>\n<p>\u8fd9\u4e94\u6b65\u80fd\u4e0d\u80fd\u8dd1\uff0c\u53d6\u51b3\u4e8e\u4e8b\u524d\u6709\u6ca1\u6709\u6512\u4e0b\u8fd9\u4e9b\u6570\u636e\u3002\u7f3a\u4e00\u6837\uff0c\u6392\u67e5\u5c31\u4f1a\u5361\u5728\u731c\u6d4b\u9636\u6bb5\uff1a<\/p>\n<ul>\n<li><strong>28 \u5929\u4ee5\u4e0a\u7684\u57fa\u7ebf\u6570\u636e<\/strong>\uff1a\u6ca1\u6709\u57fa\u7ebf\u5c31\u65e0\u6cd5\u5224\u65ad\u504f\u79bb\uff0c\u4e5f\u5c31\u65e0\u6cd5\u7acb\u6848\u3002<\/li>\n<li><strong>3\u20135 \u4e2a\u7ade\u54c1\u7684\u540c\u671f\u6570\u636e<\/strong>\uff1a\u7b2c\u4e09\u6b65\u7684\u5168\u90e8\u5224\u65ad\u529b\u90fd\u6765\u81ea\u5b83\uff0c\u4e14\u5fc5\u987b\u7528\u540c\u4e00\u6279 prompt \u540c\u65f6\u91c7\u96c6\u3002<\/li>\n<li><strong>\u6bcf\u6b21\u91c7\u96c6\u7684\u53e3\u5f84\u5feb\u7167<\/strong>\uff1a\u5165\u53e3\u3001\u8054\u7f51\u5f00\u5173\u3001\u8d26\u53f7\u3001\u5730\u57df\u3001prompt \u7248\u672c\u53f7\u3002\u7b2c\u4e8c\u6b65\u9760\u5b83\u533a\u5206&quot;\u771f\u6ce2\u52a8&quot;\u548c&quot;\u6211\u4eec\u81ea\u5df1\u6362\u4e86\u5c3a\u5b50&quot;\u3002<\/li>\n<\/ul>\n<h2>\u5f52\u56e0\u7ed3\u8bba\u5bf9\u5e94\u7684\u52a8\u4f5c\u6e05\u5355\uff1a\u4ec0\u4e48\u8be5\u505a\u3001\u4ec0\u4e48\u662f\u65e0\u6548\u52a8\u4f5c<\/h2>\n<p>\u4e0d\u540c\u5f52\u56e0\u7ed3\u8bba\u5bf9\u5e94\u7684\u52a8\u4f5c\u5dee\u522b\u5f88\u5927\uff0c<strong>\u7528\u9519\u4e86\u4e0d\u53ea\u662f\u4f4e\u6548\uff0c\u8fd8\u4f1a\u7834\u574f\u540e\u7eed\u5b9e\u9a8c\u7684\u53ef\u4fe1\u5ea6<\/strong>\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5f52\u56e0\u7ed3\u8bba<\/th>\n<th>\u8be5\u505a<\/th>\n<th>\u65e0\u6548\u6216\u6709\u5bb3\u52a8\u4f5c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6a21\u578b\u8fed\u4ee3<\/td>\n<td>\u89c2\u5bdf 14 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