{"id":472,"date":"2026-06-26T10:58:11","date_gmt":"2026-06-26T02:58:11","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/ai-visibility-report\/"},"modified":"2026-06-26T10:58:11","modified_gmt":"2026-06-26T02:58:11","slug":"ai-visibility-report","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/ai-visibility-report\/","title":{"rendered":"AI\u53ef\u89c1\u6027\u62a5\u544a\u600e\u4e48\u5199\uff1a\u6307\u6807\u53e3\u5f84\u3001\u5468\u62a5\u6a21\u677f\u4e0e\u7ba1\u7406\u5c42\u89e3\u8bfb"},"content":{"rendered":"<p>\u5982\u679c\u4f60\u6b63\u5728\u641c\u7d22\u201cAI\u53ef\u89c1\u6027\u62a5\u544a\u201d\uff0c\u901a\u5e38\u4e0d\u662f\u60f3\u770b GEO \u6982\u5ff5\u89e3\u91ca\uff0c\u800c\u662f\u60f3\u77e5\u9053\uff1a<strong>\u62a5\u544a\u91cc\u653e\u54ea\u4e9b\u6307\u6807\u3001\u600e\u4e48\u91c7\u6837\u624d\u53ef\u4fe1\u3001\u5982\u4f55\u89e3\u91ca\u6ce2\u52a8\u3001\u600e\u4e48\u548c\u7ade\u54c1\u6bd4\u8f83\u3001\u6700\u540e\u8981\u63a8\u52a8\u54ea\u4e9b\u52a8\u4f5c<\/strong>\u3002<\/p>\n<p>AI\u53ef\u89c1\u6027\u62a5\u544a\u4e0d\u662f\u628a DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u3001ChatGPT \u6216 Perplexity \u7684\u56de\u7b54\u622a\u56fe\u5806\u8fdb PPT\u3002\u5b83\u8981\u628a AI \u641c\u7d22\u8868\u73b0\u7ffb\u8bd1\u6210\u7ba1\u7406\u5c42\u80fd\u5224\u65ad\u7684\u4e94\u4ef6\u4e8b\uff1a<strong>\u8d8b\u52bf\u662f\u5426\u53d8\u597d\u3001\u7ade\u54c1\u662f\u5426\u8d85\u8fc7\u3001\u98ce\u9669\u662f\u5426\u53ef\u63a7\u3001\u5f15\u7528\u6765\u6e90\u662f\u5426\u53ef\u9760\u3001\u4e0b\u5468\u8981\u505a\u4ec0\u4e48<\/strong>\u3002<\/p>\n<p>\u8001\u677f\u53ea\u7ed9 3 \u5206\u949f\u65f6\uff0c\u7b2c\u4e00\u9875\u53ea\u56de\u7b54\u4e00\u53e5\u8bdd\uff1a**\u672c\u5468\u54c1\u724c\u5728\u9ad8\u610f\u56fe AI \u95ee\u9898\u91cc\u7684\u88ab\u63a8\u8350\u6982\u7387\u3001\u63a8\u8350\u4f4d\u7f6e\u548c\u9519\u8bef\u98ce\u9669\uff0c\u662f\u5426\u6b63\u5728\u5f71\u54cd\u589e\u957f\u76ee\u6807\u3002**\u66f4\u504f\u7ba1\u7406\u5c42\u7684\u4e00\u9875\u6c47\u62a5\u53e3\u5f84\uff0c\u53ef\u4ee5\u914d\u5408\u8fd9\u7bc7<a href=\"https:\/\/maxaeo.cn\/blog\/ai-search-report\">AI\u641c\u7d22\u8868\u73b0\u6c47\u62a5\u6307\u6807\u8bf4\u660e<\/a>\u4e00\u8d77\u4f7f\u7528\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" style=\"max-width:100%;height:auto\" loading=\"lazy\"  src=\"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/06\/1782391498206-6-98212-1.jpg\" alt=\"AI\u53ef\u89c1\u6027\u62a5\u544a\u770b\u677f\u793a\u610f\u56fe\uff0c\u5c55\u793a\u63d0\u53ca\u7387\u8d8b\u52bf\u3001\u7ade\u54c1\u4efd\u989d\u3001\u98ce\u9669\u5de5\u5355\u548c\u5f15\u7528\u6765\u6e90\u5206\u5e03\"><\/figure>\n<h2>\u4ec0\u4e48\u662f AI\u53ef\u89c1\u6027\u62a5\u544a<\/h2>\n<p><strong>AI\u53ef\u89c1\u6027\u62a5\u544a\u662f\u54c1\u724c\u5728 AI \u641c\u7d22\u4e0e\u95ee\u7b54\u5e73\u53f0\u4e2d\u7684\u8868\u73b0\u590d\u76d8\uff0c\u8bb0\u5f55\u54c1\u724c\u662f\u5426\u88ab\u63d0\u53ca\u3001\u6392\u5728\u7b2c\u51e0\u3001\u8bed\u6c14\u5982\u4f55\u3001\u5f15\u7528\u54ea\u4e9b\u6765\u6e90\uff0c\u4ee5\u53ca\u76f8\u5bf9\u7ade\u54c1\u662f\u5426\u66f4\u5bb9\u6613\u88ab\u63a8\u8350\u3002<\/strong><\/p>\n<p>\u5b83\u548c\u4f20\u7edf SEO \u6392\u540d\u62a5\u544a\u4e0d\u540c\u3002SEO \u62a5\u544a\u5e38\u770b\u5173\u952e\u8bcd\u6392\u540d\u3001\u66dd\u5149\u3001\u70b9\u51fb\u548c\u8f6c\u5316\uff1bAI\u53ef\u89c1\u6027\u62a5\u544a\u66f4\u5173\u6ce8\u7b54\u6848\u91cc\u7684<strong>\u88ab\u63a8\u8350\u673a\u4f1a<\/strong>\u3002\u7528\u6237\u53ef\u80fd\u4e0d\u4f1a\u70b9\u51fb\u94fe\u63a5\uff0c\u5374\u4f1a\u76f4\u63a5\u63a5\u53d7 AI \u7ed9\u51fa\u7684\u54c1\u724c\u540d\u5355\u3001\u63a8\u8350\u7406\u7531\u3001\u98ce\u9669\u63d0\u793a\u548c\u66ff\u4ee3\u65b9\u6848\u3002<\/p>\n<p>\u4e00\u4efd\u5408\u683c\u7684 AI\u53ef\u89c1\u6027\u62a5\u544a\u81f3\u5c11\u56de\u7b54\u56db\u4e2a\u95ee\u9898\uff1a<\/p>\n<ol>\n<li>\u7528\u6237\u95ee\u5230\u54c1\u7c7b\u3001\u573a\u666f\u3001\u9884\u7b97\u548c\u75db\u70b9\u65f6\uff0c\u54c1\u724c\u662f\u5426\u51fa\u73b0\u3002<\/li>\n<li>\u54c1\u724c\u51fa\u73b0\u65f6\uff0c\u662f\u7b2c\u4e00\u63a8\u8350\u3001Top 3 \u63a8\u8350\u3001\u5e76\u5217\u63a8\u8350\uff0c\u8fd8\u662f\u88ab\u52a8\u63d0\u53ca\u3002<\/li>\n<li>AI \u5bf9\u54c1\u724c\u7684\u63cf\u8ff0\u662f\u5426\u51c6\u786e\uff0c\u662f\u5426\u5b58\u5728\u8fc7\u671f\u4ef7\u683c\u3001\u9519\u8bef\u529f\u80fd\u3001\u865a\u5047\u98ce\u9669\u6216\u7ade\u54c1\u6df7\u6dc6\u3002<\/li>\n<li>AI \u7684\u5224\u65ad\u4f9d\u636e\u6765\u81ea\u5b98\u7f51\u3001\u5a92\u4f53\u3001\u7535\u5546\u5e73\u53f0\u3001\u6d4b\u8bc4\u7ad9\u3001\u767e\u79d1\u3001\u793e\u533a\uff0c\u8fd8\u662f\u7ade\u54c1\u9875\u9762\u3002<\/li>\n<\/ol>\n<h2>AI\u53ef\u89c1\u6027\u62a5\u544a\u3001AI\u641c\u7d22\u62a5\u544a\u548c\u8206\u60c5\u62a5\u544a\u6709\u4ec0\u4e48\u533a\u522b<\/h2>\n<p>\u4e09\u7c7b\u62a5\u544a\u7ecf\u5e38\u88ab\u6df7\u7528\uff0c\u4f46\u7528\u9014\u4e0d\u540c\u3002AI\u53ef\u89c1\u6027\u62a5\u544a\u7684\u6838\u5fc3\u4e0d\u662f\u201c\u522b\u4eba\u600e\u4e48\u8bc4\u4ef7\u6211\u4eec\u201d\uff0c\u800c\u662f\u201cAI \u5728\u771f\u5b9e\u7528\u6237\u95ee\u9898\u91cc\u662f\u5426\u628a\u6211\u4eec\u653e\u8fdb\u7b54\u6848\u201d\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u62a5\u544a\u7c7b\u578b<\/th>\n<th>\u6838\u5fc3\u95ee\u9898<\/th>\n<th>\u5178\u578b\u6307\u6807<\/th>\n<th>\u9002\u5408\u8c01\u770b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AI\u53ef\u89c1\u6027\u62a5\u544a<\/td>\n<td>AI \u662f\u5426\u63a8\u8350\u6211\u4eec\uff0c\u63a8\u8350\u4f4d\u7f6e\u5982\u4f55<\/td>\n<td>\u63d0\u53ca\u7387\u3001\u9996\u4f4d\u63d0\u53ca\u7387\u3001\u5e73\u5747\u63a8\u8350\u6392\u540d\u3001\u7ade\u54c1\u7b54\u6848\u4efd\u989d<\/td>\n<td>\u5e02\u573a\u8d1f\u8d23\u4eba\u3001\u589e\u957f\u8d1f\u8d23\u4eba\u3001CEO<\/td>\n<\/tr>\n<tr>\n<td>AI\u641c\u7d22\u62a5\u544a<\/td>\n<td>AI \u641c\u7d22\u6e20\u9053\u662f\u5426\u5e26\u6765\u66dd\u5149\u548c\u7ebf\u7d22<\/td>\n<td>AI \u5f15\u7528\u3001AI \u6765\u6e90\u6d41\u91cf\u3001\u54c1\u724c\u641c\u7d22\u53d8\u5316\u3001\u5185\u5bb9\u8986\u76d6<\/td>\n<td>SEO\u3001\u5185\u5bb9\u3001\u589e\u957f\u56e2\u961f<\/td>\n<\/tr>\n<tr>\n<td>AI\u8206\u60c5\u62a5\u544a<\/td>\n<td>AI \u5982\u4f55\u63cf\u8ff0\u54c1\u724c\uff0c\u662f\u5426\u6709\u8d1f\u9762\u6216\u9519\u8bef<\/td>\n<td>\u60c5\u611f\u503e\u5411\u3001\u9519\u8bef\u7b54\u6848\u6570\u3001\u98ce\u9669\u7b49\u7ea7\u3001\u8d1f\u9762\u6765\u6e90<\/td>\n<td>\u516c\u5173\u3001\u54c1\u724c\u3001\u5ba2\u670d\u3001\u6cd5\u52a1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5982\u679c\u56e2\u961f\u8fd8\u5728\u65e9\u671f\u9636\u6bb5\uff0c\u5efa\u8bae\u5148\u505a AI\u53ef\u89c1\u6027\u62a5\u544a\u3002\u5b83\u80fd\u540c\u65f6\u66b4\u9732\u4e09\u4e2a\u95ee\u9898\uff1a<strong>\u7528\u6237\u95ee\u9898\u8986\u76d6\u4e0d\u8db3\u3001\u7ade\u54c1\u63a8\u8350\u66f4\u5f3a\u3001AI\u5f15\u7528\u7684\u4e8b\u5b9e\u6e90\u4e0d\u53d7\u54c1\u724c\u63a7\u5236<\/strong>\u3002<\/p>\n<h2>\u4e00\u9875\u5468\u62a5\u5e94\u8be5\u7ed9\u8001\u677f\u770b\u54ea\u4e94\u4e2a\u6a21\u5757<\/h2>\n<p>\u8001\u677f\u4e0d\u9700\u8981\u770b 80 \u6761\u539f\u59cb Prompt\u3002\u4ed6\u9700\u8981\u770b\u4e94\u4e2a\u6a21\u5757\uff1a\u8d8b\u52bf\u3001\u7ade\u54c1\u3001\u98ce\u9669\u3001\u5f15\u7528\u6765\u6e90\u548c\u4e0b\u5468\u52a8\u4f5c\u3002\u6bcf\u4e2a\u6a21\u5757\u53ea\u653e\u4e00\u4e2a\u6838\u5fc3\u5224\u65ad\u3001\u4e00\u4e2a\u5173\u952e\u6570\u5b57\u548c\u4e00\u4e2a\u884c\u52a8\u5efa\u8bae\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u5757<\/th>\n<th>\u7ba1\u7406\u5c42\u8981\u770b\u7684\u95ee\u9898<\/th>\n<th>\u63a8\u8350\u6307\u6807<\/th>\n<th>\u89e3\u8bfb\u53e3\u5f84<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8d8b\u52bf<\/td>\n<td>\u672c\u5468 AI\u53ef\u89c1\u5ea6\u53d8\u597d\u8fd8\u662f\u53d8\u5dee<\/td>\n<td>AI\u63d0\u53ca\u7387\u3001\u9996\u4f4d\u63d0\u53ca\u7387\u3001\u5e73\u5747\u63a8\u8350\u6392\u540d<\/td>\n<td>\u770b 4 \u5468\u8d8b\u52bf\uff0c\u4e0d\u770b\u5355\u6b21\u622a\u56fe<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1<\/td>\n<td>\u8c01\u62a2\u8d70\u4e86\u63a8\u8350\u4f4d\u7f6e<\/td>\n<td>\u7ade\u54c1\u7b54\u6848\u4efd\u989d\u3001Top 3 \u51fa\u73b0\u7387<\/td>\n<td>\u6309\u54c1\u7c7b\u3001\u573a\u666f\u3001\u9884\u7b97\u62c6\u5f00\u770b<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u9669<\/td>\n<td>\u54ea\u4e9b\u56de\u7b54\u4f1a\u8bef\u5bfc\u7528\u6237<\/td>\n<td>\u9519\u8bef\u7b54\u6848\u6570\u3001\u8d1f\u9762\u60c5\u611f\u5360\u6bd4\u3001P0\/P1 \u98ce\u9669<\/td>\n<td>\u8f6c\u6210\u516c\u5173\u3001\u5185\u5bb9\u3001\u4ea7\u54c1\u8d44\u6599\u5de5\u5355<\/td>\n<\/tr>\n<tr>\n<td>\u5f15\u7528\u6765\u6e90<\/td>\n<td>AI \u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bf4<\/td>\n<td>\u5f15\u7528\u8986\u76d6\u7387\u3001\u81ea\u6709\u6765\u6e90\u5360\u6bd4\u3001\u8fc7\u671f\u6765\u6e90\u6570<\/td>\n<td>\u627e\u5230\u53ef\u4fee\u6b63\u7684\u4e8b\u5b9e\u6e90<\/td>\n<\/tr>\n<tr>\n<td>\u4e0b\u5468\u52a8\u4f5c<\/td>\n<td>\u5e94\u8be5\u5148\u6539\u54ea\u91cc<\/td>\n<td>VCR \u4f18\u5148\u7ea7\u5206<\/td>\n<td>\u53ea\u4fdd\u7559 3 \u4e2a\u53ef\u6267\u884c\u52a8\u4f5c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e94\u680f\u7ed3\u6784\u7684\u4ef7\u503c\u662f\u628a\u201cAI\u641c\u7d22\u6392\u540d\u201d\u4ece\u7384\u5b66\u53d8\u6210\u7ecf\u8425\u8bed\u8a00\u3002\u8d8b\u52bf\u8bf4\u660e\u65b9\u5411\uff0c\u7ade\u54c1\u8bf4\u660e\u538b\u529b\uff0c\u98ce\u9669\u8bf4\u660e\u635f\u5931\uff0c\u5f15\u7528\u6765\u6e90\u8bf4\u660e\u539f\u56e0\uff0c\u4e0b\u5468\u52a8\u4f5c\u8bf4\u660e\u8d44\u6e90\u600e\u4e48\u6392\u3002<\/p>\n<h2>\u5468\u62a5\u6a21\u677f\uff1a\u53ef\u76f4\u63a5\u7ed9\u8001\u677f\u7684\u4e00\u9875\u7ed3\u6784<\/h2>\n<p>\u4e00\u9875\u5468\u62a5\u7684\u987a\u5e8f\u5e94\u662f<strong>\u7ed3\u8bba\u5148\u884c\uff0c\u518d\u7ed9\u8bc1\u636e\uff0c\u6700\u540e\u7ed9\u52a8\u4f5c<\/strong>\u3002\u6700\u4e0a\u65b9\u53ea\u653e\u4e00\u53e5\u603b\u4f53\u5224\u65ad\uff0c\u4e0b\u9762\u7528\u4e94\u680f\u627f\u63a5\uff0c\u4e0d\u8981\u5148\u94fa\u622a\u56fe\u548c\u660e\u7ec6\u8868\u3002<\/p>\n<p><strong>\u5468\u62a5\u6807\u9898\uff1a\u7b2c 26 \u5468 AI \u641c\u7d22\u54c1\u724c\u53ef\u89c1\u6027\u5468\u62a5<\/strong><\/p>\n<p>**\u672c\u5468\u7ed3\u8bba\uff1a**\u54c1\u724c\u5728\u9ad8\u610f\u56fe Prompt \u4e2d\u7684 AI\u63d0\u53ca\u7387\u8f83\u4e0a\u5468\u5c0f\u5e45\u4e0a\u5347\uff0c\u4f46\u9996\u4f4d\u63a8\u8350\u4ecd\u843d\u540e\u4e8e\u7ade\u54c1 B\uff1b\u4e3b\u8981\u539f\u56e0\u662f\u8c46\u5305\u548c Kimi \u66f4\u9891\u7e41\u5f15\u7528\u7b2c\u4e09\u65b9\u6d4b\u8bc4\u7ad9\uff0c\u800c\u4e0d\u662f\u5b98\u7f51\u4ea7\u54c1\u9875\u3002\u4e0b\u5468\u4f18\u5148\u4fee\u6b63 3 \u4e2a\u5f15\u7528\u6e90\u548c 2 \u4e2a\u4ea7\u54c1\u4e8b\u5b9e\u9875\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u5757<\/th>\n<th align=\"right\">\u672c\u5468\u8bfb\u6570<\/th>\n<th align=\"right\">\u73af\u6bd4<\/th>\n<th>\u7ba1\u7406\u5c42\u89e3\u8bfb<\/th>\n<th>\u4e0b\u5468\u52a8\u4f5c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8d8b\u52bf<\/td>\n<td align=\"right\">\u63d0\u53ca\u7387 42%<\/td>\n<td align=\"right\">+6 \u4e2a\u767e\u5206\u70b9<\/td>\n<td>\u54c1\u724c\u8fdb\u5165\u66f4\u591a\u7b54\u6848\uff0c\u4f46\u9996\u4f4d\u4e0d\u8db3<\/td>\n<td>\u4f18\u5316\u9ad8\u610f\u56fe\u54c1\u7c7b\u9875<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1<\/td>\n<td align=\"right\">\u7ade\u54c1 B \u4efd\u989d 55%<\/td>\n<td align=\"right\">+8 \u4e2a\u767e\u5206\u70b9<\/td>\n<td>\u7ade\u54c1\u5728\u201c\u9884\u7b97\u6709\u9650\u201d\u573a\u666f\u5360\u4f18<\/td>\n<td>\u8865\u5145\u4ef7\u683c\u4e0e\u9002\u7528\u573a\u666f\u5bf9\u6bd4<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u9669<\/td>\n<td align=\"right\">P1 \u9519\u8bef 4 \u6761<\/td>\n<td align=\"right\">-1 \u6761<\/td>\n<td>\u9519\u8bef\u96c6\u4e2d\u5728\u65e7\u529f\u80fd\u63cf\u8ff0<\/td>\n<td>\u66f4\u65b0\u5b98\u7f51\u3001\u5a92\u4f53\u7a3f\u548c\u5e2e\u52a9\u4e2d\u5fc3<\/td>\n<\/tr>\n<tr>\n<td>\u5f15\u7528\u6765\u6e90<\/td>\n<td align=\"right\">\u81ea\u6709\u6765\u6e90 18%<\/td>\n<td align=\"right\">+2 \u4e2a\u767e\u5206\u70b9<\/td>\n<td>AI \u66f4\u4f9d\u8d56\u6d4b\u8bc4\u7ad9\u548c\u8bba\u575b<\/td>\n<td>\u5efa\u7acb\u53ef\u5f15\u7528\u4e8b\u5b9e\u9875<\/td>\n<\/tr>\n<tr>\n<td>\u52a8\u4f5c<\/td>\n<td align=\"right\">3 \u9879<\/td>\n<td align=\"right\">&#8211;<\/td>\n<td>\u8d44\u6e90\u8db3\u591f\uff0c\u672c\u5468\u53ef\u5b8c\u6210<\/td>\n<td>\u5185\u5bb9\u3001\u516c\u5173\u3001\u4ea7\u54c1\u5171\u540c\u63a8\u8fdb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8868\u91cc\u7684\u6570\u5b57\u662f\u793a\u4f8b\u5199\u6cd5\uff0c\u53d1\u5e03\u65f6\u5e94\u66ff\u6362\u4e3a\u672c\u54c1\u724c\u6570\u636e\u3002\u5173\u952e\u4e0d\u662f\u6570\u5b57\u597d\u770b\uff0c\u800c\u662f\u6bcf\u4e2a\u6570\u5b57\u90fd\u80fd\u6307\u5411\u8d1f\u8d23\u4eba\u3001\u4fee\u590d\u6e20\u9053\u548c\u622a\u6b62\u65e5\u671f\u3002<\/p>\n<h2>\u91c7\u6837\u53e3\u5f84\u600e\u4e48\u5199\u624d\u53ef\u4fe1<\/h2>\n<p>AI \u56de\u7b54\u6709\u968f\u673a\u6027\uff0c\u5355\u6b21\u622a\u56fe\u4e0d\u80fd\u4ee3\u8868\u771f\u5b9e\u8868\u73b0\u3002\u62a5\u544a\u5fc5\u987b\u5199\u6e05\uff1a\u5e73\u53f0\u3001Prompt \u5e93\u3001\u91c7\u6837\u65f6\u95f4\u3001\u91cd\u590d\u6b21\u6570\u3001\u5730\u533a\/\u8bed\u8a00\u3001\u662f\u5426\u767b\u5f55\u8d26\u53f7\u3001\u662f\u5426\u8054\u7f51\uff0c\u4ee5\u53ca\u662f\u5426\u628a\u540c\u4e49\u95ee\u6cd5\u5408\u5e76\u4e3a\u540c\u4e00\u641c\u7d22\u610f\u56fe\u3002<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2604.07585\">\u300aDon&#39;t Measure Once: Measuring Visibility in AI Search (GEO)\u300b<\/a>\u6307\u51fa\uff0cAI \u641c\u7d22\u7b54\u6848\u4f1a\u968f\u8fd0\u884c\u6b21\u6570\u3001Prompt \u548c\u65f6\u95f4\u53d8\u5316\uff0c\u54c1\u724c\u53ef\u89c1\u6027\u5e94\u88ab\u770b\u6210\u5206\u5e03\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u89c2\u6d4b\u503c\u3002<a href=\"https:\/\/arxiv.org\/abs\/2603.08924\">\u300aQuantifying Uncertainty in AI Visibility\u300b<\/a>\u4e5f\u63d0\u9192\uff0c\u5355\u6b21\u53ef\u89c1\u6027\u4f30\u8ba1\u4f1a\u8ba9\u5dee\u5f02\u663e\u5f97\u8fc7\u5ea6\u7cbe\u786e\uff0c\u5f88\u591a\u57df\u540d\u4e4b\u95f4\u7684\u8868\u9762\u5dee\u8ddd\u53ef\u80fd\u843d\u5728\u6d4b\u91cf\u566a\u58f0\u5185\u3002<\/p>\n<p>\u62a5\u544a\u91cc\u4e0d\u8981\u5199\u201c\u672c\u5468\u4e0b\u964d 2% \u6240\u4ee5\u5931\u8d25\u201d\u3002\u66f4\u53ef\u4fe1\u7684\u5199\u6cd5\u662f\uff1a<strong>\u201c\u8fde\u7eed 4 \u5468\u4ece 18% \u964d\u5230 11%\uff0c\u4e14 3 \u4e2a\u5e73\u53f0\u30012 \u7ec4\u9ad8\u610f\u56fe Prompt \u540c\u5411\u4e0b\u964d\u3002\u201d<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u9879\u76ee<\/th>\n<th>\u5efa\u8bae\u53e3\u5f84<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5e73\u53f0<\/td>\n<td>\u56fd\u5185\u5e02\u573a\u770b DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\uff1b\u51fa\u6d77\u5e02\u573a\u589e\u52a0 ChatGPT\u3001Perplexity\u3001Gemini\u3001Google AI Overviews<\/td>\n<\/tr>\n<tr>\n<td>Prompt \u6570\u91cf<\/td>\n<td>\u6bcf\u4e2a\u6838\u5fc3\u610f\u56fe 3\u20135 \u4e2a\u95ee\u6cd5\uff0c\u6bcf\u5468\u56fa\u5b9a\u590d\u6d4b<\/td>\n<\/tr>\n<tr>\n<td>\u91cd\u590d\u6b21\u6570<\/td>\n<td>\u9ad8\u4ef7\u503c Prompt \u81f3\u5c11 3 \u6b21\uff0c\u53d6\u51fa\u73b0\u7387\u548c\u4e2d\u4f4d\u6392\u540d<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u8303\u56f4<\/td>\n<td>3\u20138 \u4e2a\u76f4\u63a5\u7ade\u54c1\uff0c\u4e0d\u6df7\u5165\u4e0a\u4e0b\u6e38\u54c1\u724c<\/td>\n<\/tr>\n<tr>\n<td>\u65f6\u95f4\u7a97\u53e3<\/td>\n<td>\u5468\u62a5\u770b 7 \u5929\uff0c\u8d8b\u52bf\u770b 4 \u5468\uff0c\u6708\u62a5\u770b 12 \u5468<\/td>\n<\/tr>\n<tr>\n<td>\u5f02\u5e38\u5904\u7406<\/td>\n<td>\u5e73\u53f0\u6545\u969c\u3001\u7a7a\u56de\u7b54\u3001\u65e0\u6cd5\u8054\u7f51\u3001\u660e\u663e\u5e7b\u89c9\u56de\u7b54\u5355\u72ec\u6807\u6ce8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>MaxAEO \u5efa\u8bae\u8bbe\u7f6e\u4e00\u4e2a\u7b80\u5355\u7684\u8bef\u5224\u9608\u503c\uff1a<strong>\u4f4e\u4e8e 5 \u4e2a\u767e\u5206\u70b9\u7684\u5355\u5468\u53d8\u5316\uff0c\u53ea\u8bb0\u5f55\u4e0d\u5b9a\u6027\uff1b\u8fde\u7eed\u4e24\u5468\u540c\u5411\u53d8\u5316\uff0c\u624d\u8fdb\u5165\u590d\u76d8\uff1bP0 \u98ce\u9669\u4e0d\u7b49\u8d8b\u52bf\uff0c\u5f53\u65e5\u5904\u7406\u3002<\/strong><\/p>\n<h2>Prompt \u5e93\u8981\u8986\u76d6\u54ea\u4e9b\u771f\u5b9e\u641c\u7d22\u573a\u666f<\/h2>\n<p>Prompt \u5e93\u8981\u8986\u76d6\u771f\u5b9e\u8d2d\u4e70\u8def\u5f84\uff0c\u800c\u4e0d\u662f\u53ea\u95ee\u201c\u67d0\u54c1\u724c\u600e\u4e48\u6837\u201d\u3002\u4e00\u4e2a\u6700\u5c0f\u53ef\u7528\u7684 AI\u53ef\u89c1\u6027\u62a5\u544a\uff0c\u5efa\u8bae\u4ece 30 \u6761 Prompt \u8d77\u6b65\uff1a6 \u7c7b\u610f\u56fe\uff0c\u6bcf\u7c7b 5 \u6761\u540c\u4e49\u95ee\u6cd5\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u610f\u56fe\u7c7b\u578b<\/th>\n<th>\u7528\u6237\u771f\u5b9e\u95ee\u9898<\/th>\n<th>\u62a5\u544a\u8981\u89c2\u5bdf\u4ec0\u4e48<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u54c1\u7c7b\u63a8\u8350<\/td>\n<td>\u201c\u9002\u5408\u4e2d\u5c0f\u4f01\u4e1a\u7684 AI \u641c\u7d22\u4f18\u5316\u5de5\u5177\u6709\u54ea\u4e9b\uff1f\u201d<\/td>\n<td>\u54c1\u724c\u662f\u5426\u8fdb\u5165\u63a8\u8350\u540d\u5355<\/td>\n<\/tr>\n<tr>\n<td>\u573a\u666f\u65b9\u6848<\/td>\n<td>\u201cB2B SaaS \u600e\u4e48\u76d1\u6d4b\u54c1\u724c\u5728 AI \u641c\u7d22\u91cc\u7684\u8868\u73b0\uff1f\u201d<\/td>\n<td>AI \u662f\u5426\u7406\u89e3\u9002\u7528\u573a\u666f<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u6bd4\u8f83<\/td>\n<td>\u201cA\u3001B\u3001C \u4e09\u4e2a\u54c1\u724c\u54ea\u4e2a\u66f4\u9002\u5408\u9884\u7b97\u6709\u9650\u7684\u56e2\u961f\uff1f\u201d<\/td>\n<td>\u6392\u540d\u3001\u7406\u7531\u3001\u7ade\u54c1\u5dee\u8ddd<\/td>\n<\/tr>\n<tr>\n<td>\u9884\u7b97\u7ea6\u675f<\/td>\n<td>\u201c\u6709\u6ca1\u6709\u9002\u5408\u5c0f\u56e2\u961f\u7684 AI \u54c1\u724c\u76d1\u6d4b\u65b9\u6848\uff1f\u201d<\/td>\n<td>\u4ef7\u683c\u3001\u5957\u9910\u3001\u95e8\u69db\u662f\u5426\u51c6\u786e<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u9669\u6392\u9664<\/td>\n<td>\u201c\u67d0\u54c1\u724c\u6709\u6ca1\u6709\u8d1f\u9762\u8bc4\u4ef7\u3001\u4ea7\u54c1\u7f3a\u9677\u6216\u552e\u540e\u98ce\u9669\uff1f\u201d<\/td>\n<td>\u662f\u5426\u51fa\u73b0\u9519\u8bef\u8d1f\u9762\u6216\u8fc7\u671f\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>\u66ff\u4ee3\u65b9\u6848<\/td>\n<td>\u201c\u4e0d\u8981\u53ea\u5217\u5934\u90e8\u54c1\u724c\uff0c\u8bf7\u63a8\u8350\u53ef\u66ff\u4ee3\u65b9\u6848\u3002\u201d<\/td>\n<td>\u662f\u5426\u88ab AI \u89c6\u4e3a\u66ff\u4ee3\u9009\u62e9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u53ef\u76f4\u63a5\u653e\u8fdb\u5468\u62a5\u9644\u5f55\u7684 Prompt \u793a\u4f8b\uff1a<\/p>\n<ol>\n<li>\u201c\u6211\u60f3\u627e\u4e00\u6b3e\u9002\u5408\u4e2d\u5c0f\u4f01\u4e1a\u7684 AI \u641c\u7d22\u4f18\u5316\u5de5\u5177\uff0c\u54ea\u4e9b\u54c1\u724c\u503c\u5f97\u4f18\u5148\u8003\u8651\uff1f\u8bf7\u8bf4\u660e\u63a8\u8350\u539f\u56e0\u548c\u6ce8\u610f\u4e8b\u9879\u3002\u201d<\/li>\n<li>\u201c\u8bf7\u6bd4\u8f83 A \u54c1\u724c\u3001B \u54c1\u724c\u548c C \u54c1\u724c\uff0c\u54ea\u4e2a\u66f4\u9002\u5408\u9884\u7b97\u6709\u9650\u7684\u65b0\u6d88\u8d39\u56e2\u961f\uff1f\u201d<\/li>\n<li>\u201c\u5982\u679c\u6211\u662f B2B SaaS \u5e02\u573a\u8d1f\u8d23\u4eba\uff0c\u60f3\u76d1\u6d4b\u54c1\u724c\u5728 AI \u641c\u7d22\u91cc\u7684\u88ab\u63a8\u8350\u60c5\u51b5\uff0c\u5e94\u8be5\u770b\u54ea\u4e9b\u6307\u6807\uff1f\u201d<\/li>\n<li>\u201c\u67d0\u54c1\u724c\u6700\u8fd1\u6709\u6ca1\u6709\u8d1f\u9762\u8bc4\u4ef7\u3001\u4ea7\u54c1\u7f3a\u9677\u6216\u552e\u540e\u98ce\u9669\uff1f\u8bf7\u5217\u51fa\u4f9d\u636e\u3002\u201d<\/li>\n<li>\u201c\u4e0d\u8981\u53ea\u5217\u5934\u90e8\u54c1\u724c\uff0c\u8bf7\u63a8\u8350\u9002\u5408\u5c0f\u56e2\u961f\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u5e76\u8bf4\u660e\u4e3a\u4ec0\u4e48\u3002\u201d<\/li>\n<\/ol>\n<p>Prompt \u9700\u8981\u6309\u610f\u56fe\u5f52\u7ec4\u3002\u6bd4\u5982\u201cAI\u641c\u7d22\u7ade\u54c1\u5206\u6790\u201d\u5c5e\u4e8e\u7ade\u4e89\u7ef4\u5ea6\uff0c\u201cAI\u54c1\u724c\u8206\u60c5\u76d1\u63a7\u201d\u5c5e\u4e8e\u98ce\u9669\u7ef4\u5ea6\uff0c\u201c\u54c1\u724c\u63a8\u8350\u8def\u5f84\u201d\u5c5e\u4e8e\u8f6c\u5316\u7ef4\u5ea6\u3002\u82e5\u8981\u8fdb\u4e00\u6b65\u62c6\u89e3\u7528\u6237\u95ee\u9898\u5230\u54c1\u724c\u6392\u5e8f\u7684\u94fe\u8def\uff0c\u53ef\u4ee5\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-recommendation-path\">AI\u63a8\u8350\u8def\u5f84\u8bca\u65ad\u6846\u67b6<\/a>\u3002<\/p>\n<h2>\u6307\u6807\u600e\u4e48\u89e3\u91ca\uff1a\u4ece\u63d0\u53ca\u7387\u5230\u98ce\u9669\u7b49\u7ea7<\/h2>\n<p>\u7ba1\u7406\u5c42\u7248 AI\u53ef\u89c1\u6027\u62a5\u544a\u4fdd\u7559 8 \u4e2a\u6307\u6807\u5373\u53ef\uff1aAI\u63d0\u53ca\u7387\u3001\u9996\u4f4d\u63d0\u53ca\u7387\u3001\u5e73\u5747\u63a8\u8350\u6392\u540d\u3001\u7ade\u54c1\u7b54\u6848\u4efd\u989d\u3001\u60c5\u611f\u503e\u5411\u3001\u5f15\u7528\u8986\u76d6\u7387\u3001\u81ea\u6709\u6765\u6e90\u5360\u6bd4\u548c\u98ce\u9669\u5de5\u5355\u6570\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>\u8ba1\u7b97\u65b9\u5f0f<\/th>\n<th>\u8001\u677f\u80fd\u542c\u61c2\u7684\u8bf4\u6cd5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AI\u63d0\u53ca\u7387<\/td>\n<td>\u542b\u672c\u54c1\u724c\u7684\u6709\u6548\u56de\u7b54\u6570 \u00f7 \u6709\u6548\u56de\u7b54\u603b\u6570<\/td>\n<td>\u7528\u6237\u95ee\u5230\u8fd9\u4e2a\u54c1\u7c7b\u65f6\uff0cAI \u60f3\u4e0d\u60f3\u8d77\u6211\u4eec<\/td>\n<\/tr>\n<tr>\n<td>\u9996\u4f4d\u63d0\u53ca\u7387<\/td>\n<td>\u672c\u54c1\u724c\u4e3a\u7b2c\u4e00\u63a8\u8350\u7684\u56de\u7b54\u6570 \u00f7 \u6709\u6548\u56de\u7b54\u603b\u6570<\/td>\n<td>\u6211\u4eec\u662f\u4e0d\u662f\u9ed8\u8ba4\u9996\u9009<\/td>\n<\/tr>\n<tr>\n<td>\u5e73\u5747\u63a8\u8350\u6392\u540d<\/td>\n<td>\u54c1\u724c\u88ab\u5217\u5165\u6e05\u5355\u65f6\u7684\u4f4d\u7f6e\u5747\u503c\u6216\u4e2d\u4f4d\u6570<\/td>\n<td>\u6392\u540d\u8d8a\u9760\u524d\uff0c\u8d8a\u63a5\u8fd1\u8f6c\u5316\u5165\u53e3<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u7b54\u6848\u4efd\u989d<\/td>\n<td>\u7ade\u54c1\u51fa\u73b0\u6b21\u6570 \u00f7 \u6240\u6709\u54c1\u724c\u51fa\u73b0\u6b21\u6570<\/td>\n<td>\u8c01\u5728\u62a2 AI \u63a8\u8350\u4f4d<\/td>\n<\/tr>\n<tr>\n<td>\u60c5\u611f\u503e\u5411<\/td>\n<td>\u6b63\u9762\u3001\u4e2d\u6027\u3001\u8d1f\u9762\u63cf\u8ff0\u5360\u6bd4<\/td>\n<td>AI \u662f\u5728\u5e2e\u6211\u4eec\u5356\uff0c\u8fd8\u662f\u5728\u63d0\u9192\u98ce\u9669<\/td>\n<\/tr>\n<tr>\n<td>\u5f15\u7528\u8986\u76d6\u7387<\/td>\n<td>\u5e26\u53ef\u8ffd\u6eaf\u6765\u6e90\u7684\u56de\u7b54\u6570 \u00f7 \u6709\u6548\u56de\u7b54\u603b\u6570<\/td>\n<td>\u7ed3\u8bba\u662f\u5426\u6709\u8bc1\u636e\u53ef\u67e5<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u6709\u6765\u6e90\u5360\u6bd4<\/td>\n<td>\u5b98\u7f51\u3001\u5e2e\u52a9\u4e2d\u5fc3\u3001\u767d\u76ae\u4e66\u7b49\u81ea\u6709\u6765\u6e90\u5f15\u7528\u6570 \u00f7 \u5168\u90e8\u5f15\u7528\u6570<\/td>\n<td>AI \u662f\u5426\u91c7\u4fe1\u6211\u4eec\u7684\u4e8b\u5b9e\u7248\u672c<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u9669\u5de5\u5355\u6570<\/td>\n<td>P0\/P1\/P2 \u9519\u8bef\u3001\u8fc7\u671f\u3001\u6df7\u6dc6\u7b54\u6848\u6570\u91cf<\/td>\n<td>\u4e0b\u5468\u5fc5\u987b\u5904\u7406\u591a\u5c11\u95ee\u9898<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e0d\u8981\u628a\u6240\u6709\u6307\u6807\u5e73\u5747\u6210\u4e00\u4e2a\u201c\u7efc\u5408\u5206\u201d\u5c31\u7ed3\u675f\u3002\u7efc\u5408\u5206\u9002\u5408\u770b\u8d8b\u52bf\uff0c\u4f46\u51b3\u7b56\u5fc5\u987b\u56de\u5230\u539f\u59cb\u6a21\u5757\uff1a\u662f\u7ade\u54c1\u53d8\u5f3a\u3001\u5f15\u7528\u6e90\u8fc7\u671f\u3001\u5b98\u7f51\u4e8b\u5b9e\u5e93\u592a\u5f31\uff0c\u8fd8\u662f AI \u5bf9\u54c1\u7c7b\u9700\u6c42\u7684\u7406\u89e3\u53d1\u751f\u4e86\u53d8\u5316\u3002<\/p>\n<h2>\u5f15\u7528\u6765\u6e90\u600e\u4e48\u62c6\uff1a\u4e0d\u8981\u53ea\u770b\u88ab\u8c01\u63d0\u5230<\/h2>\n<p>AI\u5f15\u7528\u6765\u6e90\u51b3\u5b9a\u4e86 AI \u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bc4\u4ef7\u54c1\u724c\u3002\u53ea\u770b\u63d0\u53ca\u7387\u4f1a\u6f0f\u6389\u6839\u56e0\uff1b\u8981\u628a\u6765\u6e90\u62c6\u6210\u81ea\u6709\u3001\u5a92\u4f53\u3001\u767e\u79d1\u3001\u6d4b\u8bc4\u3001\u793e\u533a\u3001\u7535\u5546\u3001\u7ade\u54c1\u548c\u65e0\u6548\u6765\u6e90\u3002<\/p>\n<p>2026 \u5e74 6 \u6708\u63d0\u4ea4\u7684\u4e00\u9879\u7814\u7a76\u5206\u6790\u4e86 128 \u4e2a\u54c1\u724c\u3001167,551 \u4e2a URL \u5f15\u7528\uff0c\u53d1\u73b0 LLM \u54c1\u724c\u56de\u7b54\u4e2d\u7684\u5f15\u7528\u9ad8\u5ea6\u4f9d\u8d56\u7b2c\u4e09\u65b9\u6765\u6e90\uff1a<strong>85.7% \u7684\u5f15\u7528\u6307\u5411\u975e\u54c1\u724c\u81ea\u6709\u7ad9\u70b9\uff0c\u53ea\u6709 14.3% \u6307\u5411\u54c1\u724c\u81ea\u6709\u6765\u6e90<\/strong>\uff0c\u8be6\u89c1<a href=\"https:\/\/arxiv.org\/abs\/2606.25787\">LLM \u54c1\u724c\u5f15\u7528\u6765\u6e90\u7814\u7a76<\/a>\u3002<\/p>\n<p>\u8fd9\u5bf9\u54c1\u724c\u65b9\u7684\u542b\u4e49\u5f88\u76f4\u63a5\uff1a\u5b98\u7f51\u4e0d\u662f\u552f\u4e00\u4e8b\u5b9e\u6e90\u3002\u5a92\u4f53\u7a3f\u3001\u6d4b\u8bc4\u5185\u5bb9\u3001\u7535\u5546\u8be6\u60c5\u9875\u3001\u767e\u79d1\u8d44\u6599\u548c\u793e\u533a\u8ba8\u8bba\uff0c\u90fd\u4f1a\u5f71\u54cd AI\u54c1\u724c\u76d1\u6d4b\u7ed3\u679c\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6765\u6e90\u7c7b\u578b<\/th>\n<th>\u5e38\u89c1\u95ee\u9898<\/th>\n<th>\u5bf9\u5e94\u52a8\u4f5c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5b98\u7f51\/\u5e2e\u52a9\u4e2d\u5fc3<\/td>\n<td>\u4fe1\u606f\u592a\u6563\u3001\u7f3a\u5c11\u573a\u666f\u9875\u3001\u5173\u952e\u4e8b\u5b9e\u4e0d\u53ef\u5f15\u7528<\/td>\n<td>\u5efa\u7acb\u7edf\u4e00\u4e8b\u5b9e\u9875\u548c\u4ea7\u54c1\u53e3\u5f84\u9875<\/td>\n<\/tr>\n<tr>\n<td>\u5a92\u4f53\u62a5\u9053<\/td>\n<td>\u65e7\u878d\u8d44\u3001\u65e7\u4ef7\u683c\u3001\u65e7\u4ea7\u54c1\u7ebf\u4ecd\u88ab\u5f15\u7528<\/td>\n<td>\u66f4\u65b0\u5a92\u4f53\u8d44\u6599\u5305\uff0c\u8865\u5145\u6700\u65b0\u4e8b\u5b9e\u8bf4\u660e<\/td>\n<\/tr>\n<tr>\n<td>\u7535\u5546\/\u5e94\u7528\u5546\u5e97<\/td>\n<td>\u5356\u70b9\u3001\u4ef7\u683c\u3001SKU \u4e0e\u5b98\u7f51\u4e0d\u4e00\u81f4<\/td>\n<td>\u7edf\u4e00\u5546\u54c1\u8be6\u60c5\u9875\u3001\u5e94\u7528\u5546\u5e97\u548c\u5b98\u7f51\u53e3\u5f84<\/td>\n<\/tr>\n<tr>\n<td>\u6d4b\u8bc4\/\u699c\u5355<\/td>\n<td>\u7ade\u54c1\u5bf9\u6bd4\u7f3a\u5e2d\u6216\u8fc7\u671f<\/td>\n<td>\u8865\u5145\u7b2c\u4e09\u65b9\u53ef\u9a8c\u8bc1\u6750\u6599\u548c\u5bf9\u6bd4\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>\u793e\u533a\/\u8bba\u575b<\/td>\n<td>\u552e\u540e\u4e89\u8bae\u88ab\u653e\u5927\uff0c\u5b98\u65b9\u56de\u5e94\u7f3a\u5931<\/td>\n<td>\u914d\u5408\u5ba2\u670d\u548c\u516c\u5173\u8865\u5145\u516c\u5f00\u89e3\u91ca<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u9875\u9762<\/td>\n<td>\u7ade\u54c1\u5b9a\u4e49\u4e86\u4f60\u7684\u5f31\u70b9<\/td>\n<td>\u53d1\u5e03\u4e2d\u7acb\u3001\u53ef\u9a8c\u8bc1\u7684\u5bf9\u6bd4\u5185\u5bb9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u54c1\u724c\u9700\u8981\u4e00\u5957\u53ef\u88ab AI \u548c\u4eba\u540c\u65f6\u7406\u89e3\u7684\u4e8b\u5b9e\u5e95\u7a3f\uff1a\u4ea7\u54c1\u662f\u4ec0\u4e48\u3001\u9002\u5408\u8c01\u3001\u4e0d\u9002\u5408\u8c01\u3001\u4ef7\u683c\u548c\u5957\u9910\u5982\u4f55\u3001\u4e0e\u7ade\u54c1\u5dee\u5f02\u5728\u54ea\u91cc\u3001\u54ea\u4e9b\u8bf4\u6cd5\u5df2\u7ecf\u8fc7\u671f\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" style=\"max-width:100%;height:auto\" loading=\"lazy\"  src=\"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/06\/1782391498206-6-98212-2.jpg\" alt=\"AI\u5f15\u7528\u6765\u6e90\u5206\u5e03\u56fe\uff0c\u6309\u5b98\u7f51\u3001\u5a92\u4f53\u3001\u6d4b\u8bc4\u3001\u793e\u533a\u548c\u7ade\u54c1\u9875\u9762\u62c6\u89e3\u54c1\u724c\u7b54\u6848\u4f9d\u636e\"><\/figure>\n<h2>\u98ce\u9669\u4e0e\u8206\u60c5\u600e\u4e48\u6c47\u62a5\uff1a\u628a\u9519\u8bef\u7b54\u6848\u53d8\u6210\u5de5\u5355<\/h2>\n<p>\u98ce\u9669\u6a21\u5757\u4e0d\u8981\u53ea\u5199\u201c\u51fa\u73b0\u8d1f\u9762\u201d\u3002\u5e94\u6309\u635f\u5bb3\u7a0b\u5ea6\u5206\u7ea7\uff0c\u5e76\u628a\u6bcf\u6761\u9519\u8bef\u7b54\u6848\u7ed1\u5b9a\u5e73\u53f0\u3001Prompt\u3001\u6765\u6e90\u3001\u622a\u56fe\u3001\u8d23\u4efb\u4eba\u548c\u4fee\u590d\u52a8\u4f5c\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7b49\u7ea7<\/th>\n<th>\u5224\u65ad\u6807\u51c6<\/th>\n<th>\u793a\u4f8b<\/th>\n<th>\u5904\u7406\u65f6\u9650<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>P0<\/td>\n<td>\u5f71\u54cd\u8d2d\u4e70\u3001\u5408\u89c4\u6216\u54c1\u724c\u58f0\u8a89<\/td>\n<td>AI \u79f0\u4ea7\u54c1\u5b58\u5728\u672a\u8bc1\u5b9e\u5b89\u5168\u95ee\u9898\uff0c\u6216\u628a\u7ade\u54c1\u4e8b\u6545\u5f52\u5230\u672c\u54c1\u724c<\/td>\n<td>\u5f53\u65e5\u5904\u7406<\/td>\n<\/tr>\n<tr>\n<td>P1<\/td>\n<td>\u5f71\u54cd\u8f6c\u5316\u6216\u9500\u552e\u5224\u65ad<\/td>\n<td>AI \u4f7f\u7528\u8fc7\u671f\u4ef7\u683c\u3001\u65e7\u5957\u9910\u3001\u9519\u8bef\u529f\u80fd\u3001\u505c\u7528\u6848\u4f8b<\/td>\n<td>3 \u4e2a\u5de5\u4f5c\u65e5<\/td>\n<\/tr>\n<tr>\n<td>P2<\/td>\n<td>\u5f71\u54cd\u7406\u89e3\u4f46\u635f\u5bb3\u8f83\u4f4e<\/td>\n<td>\u54c1\u724c\u63cf\u8ff0\u4e0d\u5b8c\u6574\u3001\u884c\u4e1a\u6848\u4f8b\u5199\u9519\u3001\u9002\u7528\u4eba\u7fa4\u6a21\u7cca<\/td>\n<td>1\u20132 \u5468<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>AI\u8206\u60c5\u76d1\u63a7\u7684\u91cd\u70b9\u4e0d\u662f\u201cAI\u8bf4\u4e86\u8d1f\u9762\u8bdd\u201d\uff0c\u800c\u662f\u5224\u65ad\u8d1f\u9762\u6765\u81ea\u4e8b\u5b9e\u9519\u8bef\u3001\u771f\u5b9e\u7528\u6237\u53cd\u9988\uff0c\u8fd8\u662f\u7ade\u54c1\u6bd4\u8f83\u4e2d\u7684\u52a3\u52bf\u8868\u8fbe\u3002\u98ce\u9669\u8bc6\u522b\u65b9\u6cd5\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-brand-opinion-monitoring\">AI\u54c1\u724c\u8206\u60c5\u76d1\u63a7\u6307\u5357<\/a>\uff1b\u5982\u679c\u95ee\u9898\u96c6\u4e2d\u5728\u8fc7\u671f\u4ef7\u683c\u3001\u9519\u8bef\u529f\u80fd\u6216\u7ade\u54c1\u6df7\u6dc6\uff0c\u53ef\u6309<a href=\"https:\/\/maxaeo.cn\/blog\/ai-brand-errors\">AI\u54c1\u724c\u4fe1\u606f\u9519\u8bef\u6392\u67e5\u6d41\u7a0b<\/a>\u9010\u9879\u4fee\u6b63\u3002<\/p>\n<h2>\u4e0b\u5468\u52a8\u4f5c\u600e\u4e48\u6392\u4f18\u5148\u7ea7<\/h2>\n<p>\u4e0b\u5468\u52a8\u4f5c\u53ea\u4fdd\u7559\u4e09\u9879\u3002\u6392\u5e8f\u4e0d\u8981\u6309\u201c\u8c01\u58f0\u97f3\u5927\u201d\uff0c\u800c\u6309 VCR\uff1aVisibility Gap \u53ef\u89c1\u6027\u5dee\u8ddd\u3001Citation Fixability \u5f15\u7528\u53ef\u4fee\u590d\u6027\u3001Revenue Intent \u5546\u4e1a\u610f\u56fe\u3002<\/p>\n<p>\u7b80\u5316\u516c\u5f0f\u5982\u4e0b\uff1a<\/p>\n<p><code>\u4f18\u5148\u7ea7 = \u53ef\u89c1\u6027\u5dee\u8ddd \u00d7 \u5546\u4e1a\u610f\u56fe \u00d7 \u98ce\u9669\u7b49\u7ea7 \u00f7 \u4fee\u590d\u5de5\u4f5c\u91cf<\/code><\/p>\n<table>\n<thead>\n<tr>\n<th>\u5f85\u529e<\/th>\n<th align=\"right\">\u53ef\u89c1\u6027\u5dee\u8ddd<\/th>\n<th align=\"right\">\u5546\u4e1a\u610f\u56fe<\/th>\n<th align=\"right\">\u98ce\u9669\u7b49\u7ea7<\/th>\n<th align=\"right\">\u5de5\u4f5c\u91cf<\/th>\n<th align=\"right\">\u4f18\u5148\u7ea7<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4fee\u590d\u201c\u4ef7\u683c\u8fc7\u671f\u201d\u6765\u6e90<\/td>\n<td align=\"right\">4<\/td>\n<td align=\"right\">5<\/td>\n<td align=\"right\">5<\/td>\n<td align=\"right\">2<\/td>\n<td align=\"right\">50<\/td>\n<\/tr>\n<tr>\n<td>\u65b0\u589e\u201c\u4e2d\u5c0f\u4f01\u4e1a\u9002\u7528\u573a\u666f\u201d\u9875\u9762<\/td>\n<td align=\"right\">5<\/td>\n<td align=\"right\">4<\/td>\n<td align=\"right\">3<\/td>\n<td align=\"right\">3<\/td>\n<td align=\"right\">20<\/td>\n<\/tr>\n<tr>\n<td>\u53d1\u5e03\u54c1\u724c\u7406\u5ff5\u6587\u7ae0<\/td>\n<td align=\"right\">2<\/td>\n<td align=\"right\">1<\/td>\n<td align=\"right\">1<\/td>\n<td align=\"right\">2<\/td>\n<td align=\"right\">1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9ad8\u4f18\u5148\u7ea7\u901a\u5e38\u4e0d\u662f\u201c\u591a\u53d1\u51e0\u7bc7\u6587\u7ae0\u201d\uff0c\u800c\u662f\u4fee\u6b63 AI \u5df2\u7ecf\u5728\u5f15\u7528\u7684\u9519\u8bef\u6765\u6e90\u3001\u8865\u9f50\u9ad8\u610f\u56fe\u95ee\u9898\u7f3a\u53e3\u3001\u8ba9\u5b98\u7f51\u548c\u7b2c\u4e09\u65b9\u8d44\u6599\u8bf4\u540c\u4e00\u5957\u4e8b\u5b9e\u3002<\/p>\n<h2>\u6ca1\u6709\u5de5\u5177\u65f6\u600e\u4e48\u624b\u5de5\u505a AI\u53ef\u89c1\u6027\u62a5\u544a<\/h2>\n<p>\u6ca1\u6709\u5de5\u5177\u4e5f\u53ef\u4ee5\u5148\u505a\u8bd5\u70b9\u3002\u6700\u5c0f\u65b9\u6848\u662f\uff1a20\u201330 \u6761\u6838\u5fc3 Prompt\u30013 \u4e2a AI \u5e73\u53f0\u30015 \u4e2a\u7ade\u54c1\u3001\u6bcf\u5468\u56fa\u5b9a\u4e00\u6b21\u590d\u6d4b\u3002<\/p>\n<p>\u624b\u5de5\u8868\u683c\u81f3\u5c11\u5305\u542b\u8fd9\u4e9b\u5217\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5b57\u6bb5<\/th>\n<th>\u586b\u5199\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u65e5\u671f<\/td>\n<td>\u91c7\u6837\u65e5\u671f\u548c\u65f6\u95f4\u6bb5<\/td>\n<\/tr>\n<tr>\n<td>\u5e73\u53f0<\/td>\n<td>DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u3001ChatGPT\u3001Perplexity \u7b49<\/td>\n<\/tr>\n<tr>\n<td>Prompt<\/td>\n<td>\u539f\u59cb\u95ee\u9898\uff0c\u4e0d\u8981\u4e8b\u540e\u6539\u5199<\/td>\n<\/tr>\n<tr>\n<td>\u610f\u56fe\u5206\u7c7b<\/td>\n<td>\u54c1\u7c7b\u63a8\u8350\u3001\u7ade\u54c1\u6bd4\u8f83\u3001\u9884\u7b97\u7ea6\u675f\u3001\u98ce\u9669\u6392\u9664\u7b49<\/td>\n<\/tr>\n<tr>\n<td>\u672c\u54c1\u724c\u662f\u5426\u51fa\u73b0<\/td>\n<td>\u662f\/\u5426<\/td>\n<\/tr>\n<tr>\n<td>\u63a8\u8350\u4f4d\u7f6e<\/td>\n<td>\u7b2c 1\u3001Top 3\u3001Top 5\u3001\u4ec5\u88ab\u63d0\u53ca<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u51fa\u73b0<\/td>\n<td>\u8bb0\u5f55\u51fa\u73b0\u7684\u7ade\u54c1\u548c\u6392\u5e8f<\/td>\n<\/tr>\n<tr>\n<td>\u60c5\u611f\u503e\u5411<\/td>\n<td>\u6b63\u9762\u3001\u4e2d\u6027\u3001\u8d1f\u9762<\/td>\n<\/tr>\n<tr>\n<td>\u5f15\u7528\u6765\u6e90<\/td>\n<td>\u5b98\u7f51\u3001\u5a92\u4f53\u3001\u6d4b\u8bc4\u3001\u793e\u533a\u3001\u7535\u5546\u3001\u65e0\u6765\u6e90<\/td>\n<\/tr>\n<tr>\n<td>\u9519\u8bef\u7c7b\u578b<\/td>\n<td>\u4ef7\u683c\u8fc7\u671f\u3001\u529f\u80fd\u9519\u8bef\u3001\u7ade\u54c1\u6df7\u6dc6\u3001\u865a\u5047\u8d1f\u9762\u7b49<\/td>\n<\/tr>\n<tr>\n<td>\u4e0b\u6b65\u52a8\u4f5c<\/td>\n<td>\u66f4\u65b0\u9875\u9762\u3001\u8054\u7cfb\u5a92\u4f53\u3001\u8865\u5145\u6d4b\u8bc4\u3001\u63d0\u4ea4\u5de5\u5355<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u624b\u5de5\u65b9\u5f0f\u9002\u5408\u9a8c\u8bc1\u95ee\u9898\u662f\u5426\u5b58\u5728\uff0c\u4f46\u4e0d\u9002\u5408\u957f\u671f\u76d1\u6d4b\u3002\u53ea\u8981\u6d89\u53ca\u591a\u5e73\u53f0\u3001\u591a\u7ade\u54c1\u3001\u5f15\u7528\u6eaf\u6e90\u548c\u5468\u73af\u6bd4\uff0c\u5c31\u9700\u8981\u66f4\u7a33\u5b9a\u7684\u91c7\u6837\u548c\u5f52\u6863\u6d41\u7a0b\u3002\u5de5\u5177\u9009\u62e9\u65f6\uff0c\u5e94\u91cd\u70b9\u770b\u662f\u5426\u652f\u6301 Prompt \u5206\u7ec4\u3001\u91cd\u590d\u91c7\u6837\u3001\u7ade\u54c1\u5bf9\u6807\u3001\u5f15\u7528\u6765\u6e90\u8bc6\u522b\u548c\u98ce\u9669\u5de5\u5355\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u80fd\u4e0d\u80fd\u751f\u6210\u6f02\u4eae\u770b\u677f\u3002\u8bc4\u4f30\u6e05\u5355\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-search-tools\">AI\u641c\u7d22\u4f18\u5316\u5de5\u5177\u600e\u4e48\u9009<\/a>\u3002<\/p>\n<h2>\u5e38\u89c1\u9519\u8bef\uff1a\u8fd9\u4e9b\u5199\u6cd5\u4f1a\u8ba9\u62a5\u544a\u5931\u53bb\u51b3\u7b56\u4ef7\u503c<\/h2>\n<ol>\n<li>**\u53ea\u653e\u622a\u56fe\uff0c\u4e0d\u653e\u8d8b\u52bf\u3002**\u622a\u56fe\u53ea\u80fd\u8bc1\u660e\u67d0\u4e00\u523b\u53d1\u751f\u8fc7\uff0c\u4e0d\u80fd\u8bf4\u660e\u8d8b\u52bf\u662f\u5426\u771f\u5b9e\u3002<\/li>\n<li>**\u53ea\u770b\u54c1\u724c\u540d\u662f\u5426\u51fa\u73b0\uff0c\u4e0d\u770b\u51fa\u73b0\u4f4d\u7f6e\u3002**\u88ab\u5217\u5728\u7b2c 8 \u4f4d\u548c\u88ab\u7b2c\u4e00\u63a8\u8350\uff0c\u5bf9\u4e1a\u52a1\u4ef7\u503c\u5b8c\u5168\u4e0d\u540c\u3002<\/li>\n<li>**\u628a\u6240\u6709 Prompt \u6df7\u6210\u4e00\u4e2a\u603b\u5206\u3002**\u54c1\u7c7b\u63a8\u8350\u3001\u7ade\u54c1\u6bd4\u8f83\u3001\u98ce\u9669\u6392\u9664\u7684\u5546\u4e1a\u610f\u4e49\u4e0d\u540c\uff0c\u5fc5\u987b\u5206\u7ec4\u770b\u3002<\/li>\n<li>**\u4e0d\u8bb0\u5f55\u5f15\u7528\u6765\u6e90\u3002**\u4e0d\u77e5\u9053 AI \u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bf4\uff0c\u5c31\u4e0d\u77e5\u9053\u8be5\u6539\u5b98\u7f51\u3001\u5a92\u4f53\u7a3f\u3001\u6d4b\u8bc4\u9875\u8fd8\u662f\u5ba2\u670d\u56de\u5e94\u3002<\/li>\n<li>**\u628a\u5c0f\u5e45\u6ce2\u52a8\u5f53\u6210\u7ed3\u8bba\u3002**AI\u56de\u7b54\u672c\u8eab\u6709\u968f\u673a\u6027\uff0c\u5c0f\u6837\u672c\u53d8\u5316\u8981\u7528\u591a\u5468\u8d8b\u52bf\u9a8c\u8bc1\u3002<\/li>\n<li>**\u4e0b\u5468\u52a8\u4f5c\u592a\u591a\u3002**\u7ba1\u7406\u5c42\u62a5\u544a\u6700\u591a\u4fdd\u7559 3 \u4e2a\u52a8\u4f5c\uff0c\u5426\u5219\u6ca1\u6709\u8d44\u6e90\u4f18\u5148\u7ea7\u3002<\/li>\n<\/ol>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<h3>AI\u53ef\u89c1\u6027\u62a5\u544a\u591a\u4e45\u505a\u4e00\u6b21\u5408\u9002\uff1f<\/h3>\n<p>\u9ad8\u7ade\u4e89\u884c\u4e1a\u5efa\u8bae\u6bcf\u5468\u56fa\u5b9a\u91c7\u6837\uff0c\u6708\u5ea6\u590d\u76d8\u7b56\u7565\u6548\u679c\u3002\u9884\u7b97\u6709\u9650\u7684\u56e2\u961f\u81f3\u5c11\u6bcf\u6708\u590d\u76d8\u4e00\u6b21\u6838\u5fc3 Prompt \u548c Top 5 \u7ade\u54c1\uff1b\u5982\u679c\u51fa\u73b0 P0 \u98ce\u9669\uff0c\u5e94\u5f53\u5929\u5355\u72ec\u5904\u7406\uff0c\u4e0d\u7b49\u5468\u62a5\u3002<\/p>\n<h3>\u62a5\u544a\u91cc\u4e00\u5b9a\u8981\u653e\u5e73\u53f0\u622a\u56fe\u5417\uff1f<\/h3>\n<p>\u8981\u653e\uff0c\u4f46\u622a\u56fe\u53ea\u80fd\u4f5c\u4e3a\u8bc1\u636e\uff0c\u4e0d\u5e94\u6210\u4e3a\u4e3b\u4f53\u3002\u7ba1\u7406\u5c42\u7b2c\u4e00\u9875\u770b\u6307\u6807\u548c\u7ed3\u8bba\uff1b\u622a\u56fe\u653e\u5728\u9644\u5f55\uff0c\u7528\u6765\u8bc1\u660e\u67d0\u6761\u98ce\u9669\u3001\u67d0\u4e2a\u5f15\u7528\u6765\u6e90\u6216\u67d0\u6b21\u7ade\u54c1\u8d85\u8d8a\u3002<\/p>\n<h3>AI\u641c\u7d22\u8868\u73b0\u6ce2\u52a8\u5f88\u5927\uff0c\u600e\u4e48\u907f\u514d\u8bef\u5224\uff1f<\/h3>\n<p>\u4f7f\u7528\u540c\u4e00 Prompt \u5e93\u3001\u540c\u4e00\u5e73\u53f0\u8303\u56f4\u3001\u540c\u4e00\u91c7\u6837\u5468\u671f\u548c\u91cd\u590d\u91c7\u6837\u3002\u5c0f\u5e45\u6ce2\u52a8\u5148\u8bb0\u5f55\uff0c\u8fde\u7eed\u591a\u5468\u3001\u591a\u4e2a\u5e73\u53f0\u3001\u591a\u4e2a\u540c\u4e49 Prompt \u540c\u5411\u53d8\u5316\uff0c\u624d\u5efa\u8bae\u5b9a\u6027\u4e3a\u771f\u5b9e\u53d8\u5316\u3002<\/p>\n<h3>AI\u63d0\u53ca\u7387\u548c\u9996\u4f4d\u63d0\u53ca\u7387\u54ea\u4e2a\u66f4\u91cd\u8981\uff1f<\/h3>\n<p>\u65e9\u671f\u5148\u770b AI\u63d0\u53ca\u7387\uff0c\u56e0\u4e3a\u54c1\u724c\u9700\u8981\u5148\u8fdb\u5165\u7b54\u6848\uff1b\u8fdb\u5165\u7a33\u5b9a\u540e\u770b\u9996\u4f4d\u63d0\u53ca\u7387\u548c Top 3 \u51fa\u73b0\u7387\uff0c\u56e0\u4e3a\u5b83\u4eec\u66f4\u63a5\u8fd1\u63a8\u8350\u5f3a\u5ea6\u548c\u8f6c\u5316\u673a\u4f1a\u3002<\/p>\n<h3>\u6ca1\u6709\u5de5\u5177\u65f6\u80fd\u4e0d\u80fd\u624b\u5de5\u505a\uff1f<\/h3>\n<p>\u53ef\u4ee5\u3002\u7528 20\u201330 \u4e2a\u6838\u5fc3 Prompt\u30013 \u4e2a AI \u5e73\u53f0\u548c 5 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