\u5728\u4e92\u8054\u7f51\u7ecf\u6d4e\u9ad8\u901f\u53d1\u5c55\u7684\u4eca\u5929\uff0c\u7f51\u7ad9\u4ef7\u683c\u4f53\u7cfb\u4f18\u5316\u5df2\u6210\u4e3a\u4f01\u4e1a\u63d0\u5347\u5e02\u573a\u7ade\u4e89\u529b\u7684\u6838\u5fc3\u73af\u8282\u3002\u6839\u636e\u767e\u5ea6\u641c\u7d22\u6570\u636e\u7edf\u8ba1\uff0c”\u7f51\u7ad9\u4ef7\u683c\u4f18\u5316”\u76f8\u5173\u5173\u952e\u8bcd\u641c\u7d22\u91cf\u540c\u6bd4\u589e\u957f67%\uff0c\u5176\u4e2d76%\u7684\u4e2d\u5c0f\u4f01\u4e1a\u4e3b\u5173\u6ce8\u4ef7\u683c\u7b56\u7565\u4e0e\u8f6c\u5316\u7387\u63d0\u5347\u7684\u5173\u7cfb\u3002\u672c\u6587\u5c06\u6df1\u5165\u7f51\u7ad9\u4ef7\u683c\u4f18\u5316\u7684\u5e95\u5c42\u903b\u8f91\uff0c\u7ed3\u5408\u6700\u65b0\u884c\u4e1a\u6848\u4f8b\uff0c\u4e3a\u60a8\u63d0\u4f9b\u4e00\u5957\u53ef\u843d\u5730\u7684\u4ef7\u683c\u4f18\u5316\u65b9\u6848\u3002<\/p>\n
\u4e00\u3001\u7f51\u7ad9\u4ef7\u683c\u4f18\u5316\u7684\u6838\u5fc3\u539f\u5219
\n1.1 \u5e02\u573a\u5b9a\u4f4d\u4e0e\u7528\u6237\u753b\u50cf\u5339\u914d
\n\u67d0\u6559\u80b2\u5e73\u53f0\u901a\u8fc7\u7528\u6237\u884c\u4e3a\u6570\u636e\u5206\u6790\u53d1\u73b0\uff0c\u5176\u6838\u5fc3\u7528\u6237\u7fa4\u4f53\u4e2d28-35\u5c81\u804c\u573a\u4eba\u58eb\u5360\u6bd4\u8fbe63%\uff0c\u8fd9\u90e8\u5206\u4eba\u7fa4\u5bf9\u4ef7\u683c\u654f\u611f\u5ea6\u4ec5\u4e3a18-25\u5c81\u7fa4\u4f53\u76841\/3\u3002\u636e\u6b64\u8c03\u6574\u8bfe\u7a0b\u5b9a\u4ef7\u7b56\u7565\uff0c\u5c06\u9ad8\u7aef\u5b9a\u5236\u8bfe\u7a0b\u5b9a\u4ef7\u63d0\u9ad820%\uff0c\u540c\u65f6\u63a8\u51fa\u4f01\u4e1a\u56e2\u8d2d\u5957\u9910\uff0c\u5e74\u5ea6\u8425\u6536\u63d0\u534741%\u3002<\/p>\n
1.2 \u6210\u672c\u7ed3\u6784\u52a8\u6001\u5e73\u8861\u6a21\u578b
\n\u5efa\u8bae\u91c7\u7528”3\u00d73\u6210\u672c\u63a7\u5236\u77e9\u9635”\uff1a\u6a2a\u5411\u5212\u5206\u7814\u53d1\u3001\u8fd0\u8425\u3001\u83b7\u5ba2\u4e09\u5927\u6210\u672c\u7ef4\u5ea6\uff0c\u7eb5\u5411\u7ec6\u5206\u56fa\u5b9a\u6210\u672c\u4e0e\u53d8\u52a8\u6210\u672c\u3002\u67d0SaaS\u4f01\u4e1a\u901a\u8fc7\u8be5\u6a21\u578b\u53d1\u73b0\uff0c\u5176\u83b7\u5ba2\u6210\u672c\u4e2d35%\u6d88\u8017\u5728\u65e0\u6548\u5e7f\u544a\u6295\u653e\u4e0a\uff0c\u4f18\u5316\u540eLTV\uff08\u5ba2\u6237\u7ec8\u8eab\u4ef7\u503c\uff09\u63d0\u534758%\u3002<\/p>\n
1.3 \u4ef7\u683c\u5f39\u6027\u52a8\u6001\u76d1\u6d4b\u673a\u5236
\n\u5efa\u7acb\u4ef7\u683c\u654f\u611f\u5ea6\u4eea\u8868\u76d8\uff0c\u6574\u5408Google Analytics\u3001\u767e\u5ea6\u7edf\u8ba1\u7b49\u591a\u7ef4\u5ea6\u6570\u636e\u3002\u67d0\u7535\u5546\u5e73\u53f0\u8bbe\u7f6e\u4ef7\u683c\u6ce2\u52a8\u76d1\u6d4b\u9608\u503c\uff0c\u5f53\u70b9\u51fb\u8f6c\u5316\u7387\u4e0b\u964d0.5%\u65f6\u81ea\u52a8\u89e6\u53d1\u8c03\u4ef7\u5efa\u8bae\uff0c\u5b9e\u73b0\u4ef7\u683c\u4f18\u5316\u7684\u5b9e\u65f6\u95ed\u73af\u3002<\/p>\n
\u4e8c\u3001\u4e94\u5927\u4ef7\u683c\u4f18\u5316\u5b9e\u6218\u7b56\u7565
\n2.1 \u52a8\u6001\u5b9a\u4ef7\u7cfb\u7edf\u642d\u5efa
\n\u63a8\u8350\u91c7\u7528”\u4f9b\u9700\u7b97\u6cd5+\u673a\u5668\u5b66\u4e60”\u7ec4\u5408\u65b9\u6848\u3002\u4ee5\u9152\u5e97\u9884\u8ba2\u7f51\u7ad9\u4e3a\u4f8b\uff0c\u5f53\u9884\u8ba2\u91cf\u4f4e\u4e8e80%\u65f6\u89e6\u53d1\u4ef7\u683c\u4e0b\u6d6e\u673a\u5236\uff0c\u7ed3\u5408\u5386\u53f2\u6570\u636e\u9884\u6d4b\uff0c\u53ef\u5c06\u7a7a\u623f\u7387\u964d\u4f4e\u81f312%\u4ee5\u4e0b\u3002\u6280\u672f\u5b9e\u73b0\u5efa\u8bae\u4f7f\u7528Python+Scikit-learn\u6846\u67b6\uff0c\u90e8\u7f72\u65f6\u9700\u6ce8\u610fAPI\u63a5\u53e3\u7684\u5e76\u53d1\u5904\u7406\u80fd\u529b\u3002<\/p>\n
2.2 \u7528\u6237\u5206\u5c42\u5b9a\u4ef7\u4f53\u7cfb
\n\u5efa\u7acb\u56db\u7ef4\u6807\u7b7e\u4f53\u7cfb\uff1a\u6d88\u8d39\u80fd\u529b\uff08\u6536\u5165\u6c34\u5e73\/\u6d88\u8d39\u9891\u6b21\uff09\u3001\u884c\u4e3a\u7279\u5f81\uff08\u9875\u9762\u505c\u7559\u65f6\u957f\/\u529f\u80fd\u4f7f\u7528\u6df1\u5ea6\uff09\u3001\u5730\u57df\u5c5e\u6027\uff08\u4e09\u7ebf\u53ca\u4ee5\u4e0b\u57ce\u5e02\u6ea2\u4ef7\uff09\u3001\u8bbe\u5907\u7c7b\u578b\uff08\u79fb\u52a8\u7aef\u4e13\u5c5e\u4f18\u60e0\uff09\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u901a\u8fc7\u8be5\u4f53\u7cfb\uff0c\u4ed8\u8d39\u4f1a\u5458\u8f6c\u5316\u7387\u63d0\u534727%\uff0cARPU\u503c\u63d0\u9ad819%\u3002<\/p>\n
2.3 \u4fc3\u9500\u7ec4\u5408\u62f3\u8bbe\u8ba1
\n\u5efa\u8bae\u91c7\u7528”3+2+1″\u4fc3\u9500\u6a21\u578b\uff1a
\n– 3\u91cd\u57fa\u7840\u4f18\u60e0\uff1a\u6ee1\u51cf\uff08\u9636\u68af\u5f0f\uff09\u3001\u6298\u6263\uff08\u9650\u65f6\uff09\u3001\u8d60\u54c1\uff08\u9ad8\u4ef7\u503c\uff09
\n– 2\u7c7b\u589e\u503c\u670d\u52a1\uff1a\u5206\u671f\u4ed8\u6b3e\uff08\u964d\u4f4e\u51b3\u7b56\u95e8\u69db\uff09\u3001\u4f1a\u5458\u79ef\u5206\uff08\u63d0\u5347\u590d\u8d2d\uff09
\n– 1\u9879\u6570\u636e\u5de5\u5177\uff1a\u4ef7\u683c\u5bf9\u6bd4\u5668\uff08\u589e\u5f3a\u4fe1\u4efb\u611f\uff09<\/p>\n
2.4 \u6210\u672c\u63a7\u5236\u56db\u8c61\u9650\u6cd5
\n\u5c06\u8fd0\u8425\u6210\u672c\u5212\u5206\u4e3a\uff1a
\n– \u4f18\u5148\u4f18\u5316\u533a\uff08\u9ad8\u6210\u672c\/\u4f4e\u6536\u76ca\uff09\uff1a\u5982\u65e0\u6548\u5e7f\u544a\u6295\u653e
\n– \u6f5c\u529b\u5f00\u53d1\u533a\uff08\u4e2d\u7b49\u6210\u672c\/\u9ad8\u6536\u76ca\uff09\uff1a\u5982\u81ea\u52a8\u5316\u5ba2\u670d\u7cfb\u7edf
\n– \u4fdd\u7559\u533a\uff08\u4f4e\u6210\u672c\/\u9ad8\u6536\u76ca\uff09\uff1a\u5982\u54c1\u724c\u5f62\u8c61\u5efa\u8bbe
\n– \u6d4b\u8bd5\u533a\uff08\u4e0d\u786e\u5b9a\u6210\u672c\uff09\uff1a\u5982\u65b0\u529f\u80fd\u8bd5\u70b9<\/p>\n
2.5 \u4ef7\u683c\u53ef\u89c6\u5316\u5448\u73b0\u6280\u5de7
\n– \u4ef7\u683c\u5bf9\u6bd4\u77e9\u9635\uff1a\u6a2a\u5411\u5c55\u793a\u7ade\u54c1\u4ef7\u683c\uff0c\u7eb5\u5411\u663e\u793a\u81ea\u8eab\u4f18\u52bf
\n– \u4ef7\u683c\u8d8b\u52bf\u66f2\u7ebf\uff1a\u6807\u6ce8\u6210\u672c\u53d8\u52a8\u8282\u70b9\u4e0e\u4fc3\u9500\u5468\u671f
\n– \u4ef7\u683c\u6784\u6210\u5206\u89e3\u56fe\uff1a\u76f4\u89c2\u663e\u793a\u5404\u73af\u8282\u6210\u672c\u5360\u6bd4<\/p>\n
\u4e09\u3001\u5178\u578b\u884c\u4e1a\u4f18\u5316\u6848\u4f8b
\n3.1 \u7535\u5546\u5e73\u53f0\u4ef7\u683c\u4f18\u5316
\n\u67d0\u670d\u9970\u7535\u5546\u901a\u8fc7A\/B\u6d4b\u8bd5\u53d1\u73b0\uff0c\u91c7\u7528”\u951a\u5b9a\u4ef7\u683c+\u9636\u68af\u4f18\u60e0”\u7ec4\u5408\uff08\u539f\u4ef7$199\u2192$129+\u6ee1$99\u51cf$20\uff09\uff0c\u4f7f\u5ba2\u5355\u4ef7\u4ece$78\u63d0\u5347\u81f3$142\uff0c\u8f6c\u5316\u7387\u63d0\u9ad832%\u3002\u6280\u672f\u5b9e\u73b0\u9700\u6ce8\u610fSKU\u4ef7\u683c\u540c\u6b65\u95ee\u9898\uff0c\u5efa\u8bae\u4f7f\u7528ERP\u7cfb\u7edf\u5bf9\u63a5\u3002<\/p>\n
3.2 \u670d\u52a1\u7c7b\u7f51\u7ad9\u4f18\u5316
\n\u67d0\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u5b9e\u65bd”\u8bfe\u7a0b\u5305+\u5355\u79d1”\u6df7\u5408\u5b9a\u4ef7\uff0c\u914d\u5408”\u5b66\u4e60\u8fdb\u5ea6\u5956\u52b1\u91d1”\uff0c\u4f7f\u7eed\u8d39\u7387\u4ece41%\u63d0\u5347\u81f368%\u3002\u5173\u952e\u6570\u636e\uff1a\u8bfe\u7a0b\u5e73\u5747\u8d2d\u4e70\u5468\u671f\u4ece14\u5929\u7f29\u77ed\u81f37\u5929\uff0c\u7528\u6237\u6d41\u5931\u7387\u4e0b\u964d29%\u3002<\/p>\n
3.3 B2B\u4f01\u4e1a\u62a5\u4ef7\u4f18\u5316
\n\u67d0\u5de5\u4e1a\u8bbe\u5907\u4f9b\u5e94\u5546\u5efa\u7acb”\u6210\u672c+\u5229\u6da6+\u5e02\u573a”\u4e09\u7ef4\u62a5\u4ef7\u6a21\u578b\uff0c\u5c06\u6807\u51c6\u4ea7\u54c1\u5229\u6da6\u7387\u7a33\u5b9a\u572818%-22%\uff0c\u5b9a\u5236\u4ea7\u54c1\u5229\u6da6\u7387\u63d0\u5347\u81f335%-40%\u3002\u5b9e\u65bd\u8981\u70b9\uff1a\u5f00\u53d1\u62a5\u4ef7\u7cfb\u7edf\u65f6\u9700\u96c6\u62103D\u53c2\u6570\u5316\u5efa\u6a21\u529f\u80fd\u3002<\/p>\n
\u56db\u3001\u5e38\u89c1\u8bef\u533a\u4e0e\u89e3\u51b3\u65b9\u6848
\n4.1 \u4ef7\u683c\u6218\u9677\u9631
\n\u67d0\u6bcd\u5a74\u7f51\u7ad9\u76f2\u76ee\u53c2\u4e0e\u4ef7\u683c\u6218\uff0c\u5bfc\u81f4\u6bdb\u5229\u7387\u4ece45%\u964d\u81f328%\uff0c\u4f46\u5e02\u573a\u4efd\u989d\u4ec5\u63d0\u53473%\u3002\u89e3\u51b3\u65b9\u6848\uff1a\u5efa\u7acb”\u4ef7\u683c\u5e95\u7ebf\u9884\u8b66\u7cfb\u7edf”\uff0c\u5f53\u5355\u6708\u964d\u4ef7\u8d85\u8fc75%\u65f6\u81ea\u52a8\u89e6\u53d1\u6210\u672c\u5206\u6790\u3002<\/p>\n
4.2 \u5b9a\u4ef7\u50f5\u5316\u95ee\u9898
\n\u67d0\u65c5\u6e38\u5e73\u53f0\u6cbf\u7528\u4e09\u5e74\u524d\u7684\u5b9a\u4ef7\u7b56\u7565\uff0cQ2\u6295\u8bc9\u91cf\u540c\u6bd4\u589e\u52a0120%\u3002\u4f18\u5316\u65b9\u6848\uff1a\u6bcf\u6708\u8fdb\u884c\u4ef7\u683c\u5065\u5eb7\u5ea6\u68c0\u67e5\uff0c\u5305\u62ec\uff1a
\n– \u5ba2\u6237\u611f\u77e5\u4ef7\u683c\u6307\u6570\uff08NPS\uff09
\n– \u7ade\u54c1\u4ef7\u683c\u504f\u79bb\u5ea6
\n– \u6210\u672c\u5229\u6da6\u7387\u6ce2\u52a8<\/p>\n
4.3 \u6280\u672f\u5b9e\u65bd\u8bef\u533a
\n\u67d0\u4f01\u4e1a\u4f7f\u7528\u5f00\u6e90\u5b9a\u4ef7\u7cfb\u7edf\u540e\uff0c\u56e0\u672a\u8003\u8651\u5e76\u53d1\u5904\u7406\u95ee\u9898\uff0c\u5728\u4fc3\u9500\u671f\u95f4\u51fa\u73b040%\u7684\u9875\u9762\u5d29\u6e83\u3002\u89e3\u51b3\u65b9\u6848\uff1a\u5efa\u8bae\u91c7\u7528\u5fae\u670d\u52a1\u67b6\u6784\uff0c\u8bbe\u7f6e\u4ef7\u683c\u63a5\u53e3\u7684QPS\uff08\u6bcf\u79d2\u67e5\u8be2\u7387\uff09\u9608\u503c\uff0c\u8d85\u8fc7300\u6b21\u65f6\u81ea\u52a8\u964d\u7ea7\u3002<\/p>\n
\u4e94\u3001\u672a\u6765\u8d8b\u52bf\u4e0e\u5e94\u5bf9\u7b56\u7565
\n5.1 \u4eba\u5de5\u667a\u80fd\u5b9a\u4ef7\u9769\u547d
\n\u9884\u8ba1\uff0cAI\u5b9a\u4ef7\u7cfb\u7edf\u5c06\u8986\u76d676%\u7684B2C\u4f01\u4e1a\u3002\u6280\u672f\u8d8b\u52bf\u5305\u62ec\uff1a
\n– \u9884\u6d4b\u6027\u5b9a\u4ef7\uff08\u57fa\u4e8e\u5b8f\u89c2\u7ecf\u6d4e\u6570\u636e\uff09
\n– \u52a8\u6001\u8c03\u4ef7\uff08\u6bcf5\u5206\u949f\u66f4\u65b0\u4e00\u6b21\uff09
\n– \u4e2a\u6027\u5316\u5b9a\u4ef7\uff08\u7ed3\u5408\u7528\u6237\u753b\u50cf\uff09<\/p>\n
5.2 \u5143\u5b87\u5b99\u4ef7\u683c\u4f53\u7cfb
\n\u865a\u62df\u5546\u54c1\u5b9a\u4ef7\u5c06\u5f15\u5165”\u7a00\u7f3a\u6027\u7cfb\u6570”\uff08\u5982NFT\u6570\u5b57\u827a\u672f\u54c1\uff09\u548c”\u573a\u666f\u6743\u91cd”\uff08\u5982\u6e38\u620f\u5185\u9650\u65f6\u9053\u5177\uff09\u3002\u5efa\u8bae\u63d0\u524d\u5e03\u5c40\u6570\u5b57\u8d44\u4ea7\u7ba1\u7406\u7cfb\u7edf\uff08DAM\uff09\u3002<\/p>\n
5.3 \u78b3\u6210\u672c\u5b9a\u4ef7\u673a\u5236
\nESG\uff08\u73af\u5883\u3001\u793e\u4f1a\u3001\u6cbb\u7406\uff09\u8981\u6c42\u63d0\u5347\uff0c\u8d77\u53ef\u80fd\u670930%\u7684\u4f01\u4e1a\u52a0\u5165\u78b3\u6210\u672c\u8ba1\u7b97\u3002\u6280\u672f\u5b9e\u73b0\u8def\u5f84\uff1a
\n– \u78b3\u8db3\u8ff9\u6838\u7b97\u7cfb\u7edf\u5f00\u53d1
\n– \u78b3\u7a0e\u5f71\u54cd\u6a21\u62df\u5de5\u5177
\n– \u7eff\u8272\u8ba4\u8bc1\u4ef7\u683c\u6ea2\u4ef7\u6a21\u578b<\/p>\n
\n\u7f51\u7ad9\u4ef7\u683c\u4f18\u5316\u7edd\u975e\u7b80\u5355\u7684\u6570\u5b57\u8c03\u6574\uff0c\u800c\u662f\u6d89\u53ca\u6570\u636e\u9a71\u52a8\u51b3\u7b56\u3001\u7528\u6237\u4f53\u9a8c\u63d0\u5347\u3001\u6210\u672c\u7ed3\u6784\u4f18\u5316\u7684\u7cfb\u7edf\u5de5\u7a0b\u3002\u5efa\u8bae\u4f01\u4e1a\u6bcf\u5b63\u5ea6\u8fdb\u884c\u4ef7\u683c\u5065\u5eb7\u5ea6\u5ba1\u8ba1\uff0c\u91cd\u70b9\u5173\u6ce8\u4e09\u4e2a\u6838\u5fc3\u6307\u6807\uff1a
\n1. \u4ef7\u683c\u654f\u611f\u5ea6\u7cfb\u6570\uff08PSI\uff09\uff1a\u53cd\u6620\u7528\u6237\u4ef7\u683c\u63a5\u53d7\u5ea6
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