{"id":42941,"date":"2025-05-08T08:54:31","date_gmt":"2025-05-08T08:54:31","guid":{"rendered":"https:\/\/www.benchmarkemail.com\/tw\/?p=42941"},"modified":"2025-05-09T09:14:22","modified_gmt":"2025-05-09T09:14:22","slug":"%e4%bd%bf%e7%94%a8-ai-%e5%ae%8c%e5%96%84%e6%82%a8%e7%9a%84%e9%9b%bb%e5%ad%90%e9%83%b5%e4%bb%b6-a-b-%e6%b8%ac%e8%a9%a6","status":"publish","type":"post","link":"https:\/\/www.benchmarkemail.com\/tw\/blog\/%e4%bd%bf%e7%94%a8-ai-%e5%ae%8c%e5%96%84%e6%82%a8%e7%9a%84%e9%9b%bb%e5%ad%90%e9%83%b5%e4%bb%b6-a-b-%e6%b8%ac%e8%a9%a6\/","title":{"rendered":"\u4f7f\u7528 AI \u5b8c\u5584\u60a8\u7684\u96fb\u5b50\u90f5\u4ef6 A\/B \u6e2c\u8a66"},"content":{"rendered":"<p><span style=\"font-weight: 400\">AI<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u5982\u679c\u6211\u5011\u544a\u8a34\u60a8\uff0cAI \u4e0d\u53ea\u662f\u500b\u6d41\u884c\u8a5e\uff0c\u800c\u662f\u771f\u6b63\u80fd\u8b93\u60a8\u7684 EDM \u884c\u92b7\u6548\u80fd\u7ffb\u500d\u7684\u5de5\u5177\uff0c\u60a8\u6703\u600e\u9ebc\u60f3\uff1f<\/span><a href=\"https:\/\/www.hostinger.com\/tutorials\/ai-statistics\"><span style=\"font-weight: 400\">\u6709 97% \u7684\u4f01\u696d\u4e3b\u76f8\u4fe1<\/span><\/a><span style=\"font-weight: 400\"> AI \u5de5\u5177\u80fd\u5e6b\u52a9\u4ed6\u5011\u7684\u696d\u52d9\u767c\u5c55\uff0c\u96e3\u602a EDM \u884c\u92b7\u6703\u6210\u70ba\u4ed6\u5011\u512a\u5148\u7528 AI \u6700\u4f73\u5316\u7684\u7ba1\u9053\u4e4b\u4e00\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u904e\u53bb\u9700\u8981\u624b\u52d5\u9032\u884c\u5be6\u9a57\u4e26\u7b49\u5f85\u597d\u5e7e\u5929\u624d\u80fd\u53d6\u5f97\u6578\u64da\uff0c\u73fe\u5728 AI \u80fd\u5920\u8b93\u60a8\u66f4\u5feb\u505a\u51fa\u6c7a\u5b9a\u3001\u63d0\u4f9b\u500b\u4eba\u5316\u898b\u89e3\u4e26\u7372\u5f97\u66f4\u597d\u7684\u7e3e\u6548\u3002\u73fe\u5728\u5c31\u4f86\u770b\u770b\u5982\u4f55\u5229\u7528 AI \u4f86<\/span><a href=\"https:\/\/www.benchmarkemail.com\/blog\/a-b-testing\/\"><span style=\"font-weight: 400\">\u7cbe\u9032\u60a8\u7684 A\/B \u6e2c\u8a66\u7b56\u7565<\/span><\/a><span style=\"font-weight: 400\">\uff0c\u4e0d\u53ea\u662f\u8ddf\u4e0a\u6f6e\u6d41\uff0c\u800c\u662f\u9818\u5148\u4e00\u6b65\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\u50b3\u7d71\u7684\u90f5\u4ef6 A\/B \u6e2c\u8a66\u6a21\u5f0f<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\u60a8\u61c9\u8a72\u5f88\u719f\u6089\u9019\u500b\u505a\u6cd5\uff1a\u82b1\u4e0a\u4e00\u6574\u9031<\/span><a href=\"https:\/\/www.benchmarkemail.com\/blog\/5-subject-line-tips-that-truly-work\/\"><span style=\"font-weight: 400\">\u64b0\u5beb\u90f5\u4ef6\u4e3b\u65e8<\/span><\/a><span style=\"font-weight: 400\">\uff0c\u5c07 A \u7248\u767c\u7d66\u4e00\u7d44\u53d7\u773e\uff0cB \u7248\u767c\u7d66\u53e6\u4e00\u7d44\uff0c\u7b49\u5f85\u7d50\u679c\u3001\u6bd4\u8f03\u958b\u555f\u7387\u7387\uff0c\u7136\u5f8c\u91cd\u8907\u540c\u6a23\u6b65\u9a5f\u3002\u9019\u7a2e\u65b9\u6cd5\u96d6\u7136\u53ef\u884c\uff0c\u4f46\u4e5f\u6709\u4e0d\u5c11\u75db\u9ede\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\u8490\u96c6\u6709\u610f\u7fa9\u7684\u6578\u64da\u9700\u8981\u6642\u9593\u3002<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\u60a8\u901a\u5e38\u4e00\u6b21\u53ea\u80fd\u6e2c\u8a66\u4e00\u500b\u8b8a\u6578\u3002<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\u7d50\u679c\u53ef\u80fd\u6703\u53d7\u5230\u767c\u9001\u6642\u9593\u3001\u540d\u55ae\u5206\u773e\uff0c\u751a\u81f3\u5929\u6c23\u7b49\u56e0\u7d20\u7684\u5f71\u97ff\u800c\u7522\u751f\u504f\u5dee\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">\u624b\u52d5\u7684 A\/B \u6e2c\u8a66\u4ecd\u7136\u6709\u5176\u50f9\u503c\uff0c\u4f46\u8aaa\u5be6\u8a71 \u2014 \u60a8\u6709\u4e00\u534a\u6642\u9593\u662f\u5728\u9760\u76f4\u89ba\u64cd\u4f5c\u3002\u800c\u7576\u60a8\u9762\u81e8\u8981\u5feb\u901f\u4ea4\u51fa\u6210\u679c\u7684\u58d3\u529b\u6642\uff0c\u9019\u7a2e\u6191\u611f\u89ba\u7684\u505a\u6cd5\u53ef\u80fd\u6703\u4ee3\u50f9\u9ad8\u6602\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\u8f2a\u5230 AI \u4e0a\u5834\uff1a\u60a8\u7684\u5168\u65b0\u90f5\u4ef6 A\/B \u6e2c\u8a66\u52a9\u624b<\/span><\/h2>\n<p><span style=\"font-weight: 400\">AI \u4e26\u4e0d\u6703\u8b93 A\/B \u6e2c\u8a66\u8b8a\u5f97\u591a\u9918 \u2014 \u5b83\u8b93\u6e2c\u8a66\u8b8a\u5f97\u66f4\u6709\u5f48\u6027\u3002\u60f3\u50cf AI \u662f\u60a8\u6e2c\u8a66\u6d41\u7a0b\u5f15\u64ce\u84cb\u4e0b\u7684\u5f37\u529b\u5f15\u64ce\u3002\u4e0d\u53ea\u662f\u544a\u8a34\u60a8\u300c\u4ec0\u9ebc\u6709\u6548\u300d\uff0c<\/span><a href=\"https:\/\/blog.hubspot.com\/marketing\/ai-ab-testing\"><span style=\"font-weight: 400\">AI \u9084\u80fd\u5e6b\u52a9\u60a8\u4e86\u89e3\u300c\u70ba\u4ec0\u9ebc\u6709\u6548\u300d<\/span><\/a><span style=\"font-weight: 400\">\uff0c\u751a\u81f3\u9810\u6e2c\u300c\u4e0b\u6b21\u4ec0\u9ebc\u6703\u66f4\u6709\u6548\u300d\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u4ee5\u4e0b\u662f AI \u63d0\u5347\u60a8 A\/B \u6e2c\u8a66\u6548\u80fd\u7684\u5e7e\u7a2e\u65b9\u5f0f\uff1a<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\u90f5\u4ef6\u4e3b\u65e8\u7684\u9810\u6e2c\u5206\u6790<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\u8207\u5176\u96a8\u6a5f\u6e2c\u8a66\u90f5\u4ef6\u4e3b\u65e8\uff0c\u4e0d\u5982\u8b93 AI \u6a21\u578b\u5206\u6790\u6210\u5343\u4e0a\u842c\u500b\u904e\u53bb\u7684\u96fb\u5b50\u5831\uff0c\u9810\u6e2c\u54ea\u4e9b\u95dc\u9375\u5b57\u3001\u9577\u5ea6\u6216\u683c\u5f0f\u6700\u6709\u53ef\u80fd\u7522\u751f\u6700\u597d\u7684\u6548\u679c\u3002\u5982\u679c\u60a8\u4e0d\u662f\u4f7f\u7528\u73fe\u6210\u5de5\u5177\uff0c\u800c\u662f\u81ea\u884c\u5efa\u7acb\u6a21\u578b\uff0c\u53ef\u80fd\u9700\u8981\u8edf\u9ad4\u958b\u767c\u4eba\u54e1\u5354\u52a9\uff0c\u5c07\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u6d41\u7a0b\u8207\u57fa\u65bc\u6b77\u53f2\u8cc7\u6599\u7684\u8a13\u7df4\u5de5\u4f5c\u6d41\u7a0b\u6574\u5408\u9032\u4f86\u3002<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\u5373\u6642\u6700\u4f73\u5316<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\u50b3\u7d71\u7684 A\/B \u6e2c\u8a66\u901a\u5e38\u8981\u7b49\u5230\u6536\u96c6\u5230\u8db3\u5920\u6578\u64da\u5f8c\uff0c\u624d\u80fd\u9078\u51fa\u8868\u73fe\u6700\u4f73\u7684\u7248\u672c\u3002\u800c\u7531 AI \u9a45\u52d5\u7684\u5e73\u53f0\u5247\u80fd\u5373\u6642\u8abf\u6574\u6d3b\u52d5\uff0c\u6839\u64da\u5373\u6642\u7d50\u679c\u5c07\u767c\u9001\u91cf\u91cd\u65b0\u5206\u914d\u7d66\u8868\u73fe\u6700\u597d\u7684\u7248\u672c\u3002\u9019\u4ee3\u8868\u66f4\u5c11\u7684\u6a5f\u6703\u6d41\u5931\uff0c\u4ee5\u53ca<\/span><a href=\"https:\/\/www.benchmarkemail.com\/blog\/how-to-calculate-email-marketing-roi\/\"><span style=\"font-weight: 400\">\u66f4\u9ad8\u7684\u6295\u8cc7\u5831\u916c\u7387\uff08ROI\uff09<\/span><\/a><span style=\"font-weight: 400\">\u3002<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\u591a\u8b8a\u91cf\u6e2c\u8a66\u8b8a\u5f97\u7c21\u55ae<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\u4ee5\u5f80\u540c\u6642\u6e2c\u8a66\u591a\u500b\u8b8a\u6578\u662f\u4e00\u5834\u5f8c\u52e4\u60e1\u5922\u3002\u4f46\u73fe\u5728\uff0cAI \u80fd\u5728\u540c\u4e00\u500b\u884c\u92b7\u6d3b\u52d5\u4e2d\uff0c\u540c\u6642\u8655\u7406\u90f5\u4ef6\u4e3b\u65e8\u3001\u5bc4\u9001\u6642\u9593\u3001\u7248\u9762\u914d\u7f6e\u3001\u884c\u70ba\u53ec\u559a\uff08CTA\uff09\u7b49\u591a\u500b\u5143\u7d20\u3002\u5b83\u8655\u7406\u8cc7\u6599\u7684\u901f\u5ea6\u9060\u8d85\u4efb\u4f55\u4eba\u985e\u5718\u968a\uff0c\u4e26\u4e14\u80fd\u6e96\u78ba\u5730\u5206\u96e2\u51fa\u5f71\u97ff\u7e3e\u6548\u7684\u56e0\u7d20\u3002\u9019\u4e00\u5207\u90fd\u6b78\u529f\u65bc<\/span><a href=\"https:\/\/solutions.technologyadvice.com\/blog\/nlp-marketing\/\"><span style=\"font-weight: 400\">\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09<\/span><\/a><span style=\"font-weight: 400\">\u7684\u904b\u7528\uff0c\u4f7f\u5176\u80fd\u5728\u4eba\u985e\u7121\u6cd5\u638c\u63e1\u7684\u9f90\u5927\u8cc7\u6599\u96c6\u4e2d\uff0c\u5f97\u51fa\u985e\u4f3c\u4eba\u985e\u7684\u7d50\u8ad6\u3002<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\u884c\u70ba\u500b\u4eba\u5316<\/span><\/h3>\n<p><a href=\"https:\/\/www.lindy.ai\/blog\/ai-customer-segmentation\"><span style=\"font-weight: 400\">\u5982\u679c AI \u53ef\u4ee5\u5e6b\u52a9\u60a8\u66f4\u8070\u660e\u5730\u9032\u884c\u5206\u773e<\/span><\/a><span style=\"font-weight: 400\">\uff0c\u70ba\u4ec0\u9ebc\u9084\u8981\u9032\u884c\u5ee3\u6cdb\u6e2c\u8a66\uff1f\u900f\u904e\u5206\u6790\u7528\u6236\u884c\u70ba\u8cc7\u6599\uff0cAI \u80fd\u8b93\u60a8\u80fd\u5920\u91dd\u5c0d\u4e0d\u540c\u7684\u4f7f\u7528\u8005\u89d2\u8272\u57f7\u884c\u66f4\u6e96\u78ba\u7684\u6e2c\u8a66\u3002\u91dd\u5c0d\u7279\u5b9a\u5229\u57fa\u5e02\u5834\uff0c\u5206\u773e\u5f80\u5f80\u6839\u64da\u8cfc\u8cb7\u65c5\u7a0b\u968e\u6bb5\u8207\u95dc\u9375\u5b57\u610f\u5716\u4f86\u9032\u884c \u2014 AI \u9a45\u52d5\u7684\u884c\u70ba\u6e2c\u8a66\uff0c\u8b93\u60a8\u80fd\u5728\u90f5\u4ef6\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u53cd\u6620\u9019\u4e9b\u539f\u5247\uff0c\u63d0\u5347\u76f8\u95dc\u6027\u8207\u9023\u8cab\u6027\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\u5982\u4f55\u958b\u59cb\u5c07 AI \u7d0d\u5165 A\/B \u6e2c\u8a66\u6d41\u7a0b<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\u5728\u5168\u9762\u5c0e\u5165\u4e4b\u524d\uff0c\u8acb\u8a18\u4f4f\uff1aAI \u662f\u4e00\u9805\u5de5\u5177\uff0c\u800c\u4e0d\u662f\u842c\u9748\u4e39\u3002\u5b83\u5728\u8207\u4eba\u985e\u7684\u5275\u610f\u8207\u7b56\u7565\u601d\u7dad\u642d\u914d\u6642\u6548\u679c\u6700\u4f73\u3002\u4ee5\u4e0b\u662f\u60a8\u53ef\u4ee5\u958b\u59cb\u4f7f\u7528 AI \u4f86\u5f37\u5316 A\/B \u6e2c\u8a66\u7b56\u7565\u7684\u65b9\u6cd5\uff1a<\/span><\/p>\n<h3><span style=\"font-weight: 400\">1. \u532f\u51fa\u4e26\u5206\u6790\u6b77\u53f2\u90f5\u4ef6\u6578\u64da<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\u9996\u5148\u5c07\u904e\u5f80\u7684\u884c\u92b7\u6d3b\u52d5\u8cc7\u6599\u532f\u51fa\u6210 CSV \u6a94\u6216\u5c0e\u5165\u8cc7\u6599\u5009\u5eab\u3002\u5225\u5fd8\u4e86<\/span><a href=\"https:\/\/www.benchmarkemail.com\/tw?s=%E9%96%8B%E5%95%9F%E7%8E%87\"><span style=\"font-weight: 400\">\u5305\u542b\u50cf\u662f\u958b\u555f\u7387\uff08open Rate\uff09<\/span><\/a><span style=\"font-weight: 400\">\u3001\u9ede\u64ca\u7387\uff08CTR\uff09\u3001\u8f49\u63db\u7387\u3001\u9000\u4ef6\u7387\uff08bounce rate\uff09\u4ee5\u53ca\u5bc4\u9001\u6642\u9593\u7b49\u8b8a\u6578\u3002\u63a5\u8457\u9032\u884c\u76f8\u95dc\u6027\u5206\u6790\uff08\u4f8b\u5982\u76ae\u723e\u68ee\u5361\u65b9\u6aa2\u5b9a\uff09\uff0c\u4ee5\u627e\u51fa\u54ea\u4e9b\u56e0\u7d20\u7a69\u5b9a\u5730\u5f71\u97ff\u7e3e\u6548\u8868\u73fe\u3002\u9019\u5c07\u6210\u70ba\u60a8\u61c9\u7528\u4efb\u4f55 AI \u6a21\u578b\u7684\u57fa\u790e\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528 Python \u7684 pandas \u5957\u4ef6\u9032\u884c\u5206\u6790\uff0c\u6216\u8005<\/span><a href=\"https:\/\/techdevguide.withgoogle.com\/resources\/automl-tables\/\"><span style=\"font-weight: 400\">\u5c07\u8cc7\u6599\u96c6\u532f\u5165 Google AutoML Tables<\/span><\/a><span style=\"font-weight: 400\"> \u7b49\u7121\u9808\u7de8\u78bc\u7684\u89c0\u9ede\u3002<\/span><\/p>\n<h3><span style=\"font-weight: 400\">2. \u900f\u904e\u591a\u81c2\u8ced\u5f92\u6f14\u7b97\u6cd5\u5be6\u65bd\u81ea\u9069\u61c9\u6e2c\u8a66<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\u5c07\u975c\u614b\u7684 A\/B \u6e2c\u8a66\u5207\u5206\u65b9\u5f0f\uff0c\u8f49\u63db\u70ba\u52d5\u614b\u7684\u6d41\u91cf\u5206\u914d\u6a5f\u5236\u3002\u4f7f\u7528\u652f\u63f4\u591a\u81c2\u8ced\u5f92\uff08Multi-Armed Bandit\uff09\u6f14\u7b97\u6cd5\u7684\u5de5\u5177\uff0c\u9019\u985e\u7b97\u6cd5\u6703\u5728\u767c\u9001\u96fb\u5b50\u5831\u671f\u9593\uff0c\u81ea\u52d5\u5c07\u66f4\u591a\u6d41\u91cf\u5206\u914d\u7d66\u8868\u73fe\u8f03\u4f73\u7684\u7248\u672c\u3002\u50cf\u662f VWO\u3001Mutiny\uff0c\u6216\u4f7f\u7528 TensorFlow Probability \u5efa\u7acb\u81ea\u8a02\u7684 Bandit \u6a21\u578b\uff0c\u90fd\u80fd<\/span><a href=\"https:\/\/www.jmlr.org\/papers\/volume13\/may12a\/may12a.pdf\"><span style=\"font-weight: 400\">\u5229\u7528\u8c9d\u8449\u65af\u6700\u4f73\u5316\uff08Bayesian Optimization\uff09\u4e26\u6839\u64da\u5373\u6642\u4f7f\u7528\u8005\u884c\u70ba<\/span><\/a><span style=\"font-weight: 400\">\u4f86\u6539\u5584\u6e2c\u8a66\u6548\u7387\uff0c\u7121\u9700\u7b49\u5f85\u5b8c\u6574\u7684\u7d71\u8a08\u986f\u8457\u6027\u3002<\/span><\/p>\n<h3><span style=\"font-weight: 400\">3. \u6574\u5408\u96fb\u5b50\u90f5\u4ef6\u8207\u7db2\u7ad9\u7684\u884c\u70ba\u8ffd\u8e64<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\u5b89\u88dd\u50cf Segment \u6216 Heap \u9019\u6a23\u7684\u884c\u70ba\u8ffd\u8e64\u5de5\u5177\uff0c\u4ee5\u6536\u96c6\u4f7f\u7528\u8005\u5728\u958b\u555f\u90f5\u4ef6\u5f8c\u7684\u884c\u70ba\u8cc7\u6599\u3002\u900f\u904e Webhook \u6216 API \u5c07\u9019\u4e9b\u5de5\u5177\u8207\u60a8\u7684\u96fb\u5b50\u90f5\u4ef6\u5e73\u53f0\u4e32\u63a5\uff0c\u5373\u53ef<\/span><a href=\"https:\/\/www.smartlead.ai\/blog\/how-to-know-if-someone-opened-your-email\"><span style=\"font-weight: 400\">\u8ffd\u8e64\u4f7f\u7528\u8005\u5f9e\u300c\u958b\u555f\u90f5\u4ef6 \u2192 \u9020\u8a2a\u7db2\u7ad9 \u2192 \u7522\u54c1\u4e92\u52d5 \u2192 \u5b8c\u6210\u8cfc\u8cb7\u300d\u7684\u6574\u500b\u6d41\u7a0b<\/span><\/a><span style=\"font-weight: 400\">\u3002\u5c07\u9019\u4e9b\u5b8c\u6574\u6f0f\u6597\uff08full-funnel\uff09\u7684\u6578\u64da\u8f38\u5165 AI \u5f15\u64ce\uff0c\u80fd\u5e36\u4f86\u6bd4\u9ede\u64ca\u6578\u64da\u66f4\u6df1\u5165\u7684\u6548\u80fd\u89c0\u9ede<\/span><\/p>\n<h3><span style=\"font-weight: 400\">4. \u4f7f\u7528 AI \u8207\u8a55\u5206\u6a21\u578b\u81ea\u52d5\u751f\u6210\u6e2c\u8a66\u8b8a\u9ad4<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\u5229\u7528\u57fa\u65bc GPT \u7684 <\/span><a href=\"https:\/\/www.benchmarkemail.com\/blog\/ai-copywriting-tools\/\"><span style=\"font-weight: 400\">AI \u6587\u6848\u5de5\u5177<\/span><\/a><span style=\"font-weight: 400\">\uff08\u4f8b\u5982 OpenAI API \u6216 Jasper\uff09\u6839\u64da\u60a8\u8868\u73fe\u6700\u4f73\u7684\u96fb\u5b50\u5831\uff0c\u5927\u91cf\u751f\u6210\u90f5\u4ef6\u4e3b\u65e8\u3001\u6a19\u984c\u548c CTA\uff08\u884c\u70ba\u53ec\u559a\uff09\u3002\u7136\u5f8c\uff0c\u5c07\u9019\u4e9b\u8b8a\u9ad4\u4ea4\u7d66\u5982 Phrasee \u6216\u60a8\u81ea\u884c\u5fae\u8abf\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u9032\u884c\u8a55\u5206\u3002\u5728\u4e0a\u7dda\u524d\u6368\u68c4\u6f5b\u529b\u4f4e\u7684\u8b8a\u9ad4\uff0c\u80fd\u7bc0\u7701\u767c\u9001\u91cf\u4e26\u63d0\u9ad8\u6e2c\u8a66\u7684\u7cbe\u6e96\u5ea6\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\u771f\u5be6\u4e16\u754c\u7684\u5f71\u97ff\uff1aAI \u7684 A\/B \u6e2c\u8a66\u5be6\u969b\u6a23\u8c8c<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\u5047\u8a2d<\/span><a href=\"https:\/\/www.benchmarkemail.com\/blog\/email-strategies-new-products-upgrades-manufacturing\/\"><span style=\"font-weight: 400\">\u60a8\u6b63\u5728\u767c\u9001\u4e00\u5c01\u7522\u54c1\u516c\u544a\u7684\u90f5\u4ef6<\/span><\/a><span style=\"font-weight: 400\">\u3002\u50b3\u7d71\u4e0a\uff0c\u60a8\u53ef\u80fd\u6703\u5c0d\u5169\u500b\u90f5\u4ef6\u4e3b\u65e8\u548c\u5169\u500b CTA\uff08\u884c\u70ba\u53ec\u559a\uff09\u9032\u884c A\/B \u6e2c\u8a66\uff0c\u5c07\u5b83\u5011\u767c\u9001\u7d66\u975c\u614b\u7684\u540d\u55ae\u5206\u7fa4\uff0c\u7136\u5f8c\u7b49\u5f85\u7d50\u679c\u3002\u4f46\u6709\u4e86 AI\uff0c\u60a8\u53ef\u4ee5\u5c07\u6574\u500b\u6d41\u7a0b\u91cd\u69cb\u70ba\u4e00\u500b\u6301\u7e8c\u56de\u994b\u7684\u5faa\u74b0\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u7576\u7136\uff0c\u9019\u4e00\u5207\u7684<\/span><a href=\"https:\/\/feedonomics.com\/blog\/what-is-data-feed-management\/\"><span style=\"font-weight: 400\">\u95dc\u9375\u5728\u65bc\u7a69\u5b9a\u7684\u8cc7\u6599\u6d41\u7ba1\u7406<\/span><\/a><span style=\"font-weight: 400\">\u3002\u5982\u679c\u6c92\u6709\u81ea\u52d5\u5316\u6d41\u7a0b\u4f86\u6536\u96c6\u6d3b\u52d5\u8207\u4f7f\u7528\u8005\u884c\u70ba\u6578\u64da\uff0cAI \u7684\u56de\u994b\u6a5f\u5236\u5c31\u6703\u4e2d\u65b7\u3002\u4f7f\u7528\u96c6\u4e2d\u5f0f\u7cfb\u7d71\uff0c\u78ba\u4fdd\u6bcf\u4e00\u500b\u8a0a\u865f \u2014 \u4f8b\u5982\u958b\u555f\u3001\u9ede\u64ca\u3001\u8cfc\u8cb7 \u2014 \u90fd\u80fd\u4e0d\u65b7\u56de\u994b\u5230\u6a21\u578b\u4e2d\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u9019\u6a23\u4e00\u4f86\uff0c\u60a8\u7684\u5e73\u53f0\u5c31\u80fd\u5206\u6790\u5148\u524d\u96fb\u5b50\u5831\u7684\u5143\u8cc7\u6599\u8207\u4e92\u52d5\u8a0a\u865f\uff0c\u4f8b\u5982\u54ea\u4e00\u7a2e\u4e3b\u65e8\u8a9e\u8abf\u5728\u9ede\u64ca\u5f8c\u5e36\u4f86\u6700\u9ad8\u8f49\u63db\u3001\u54ea\u4e00\u500b CTA \u589e\u52a0\u4e86\u7db2\u7ad9\u505c\u7559\u6642\u9593\u3001\u54ea\u4e00\u7a2e\u7248\u9762\u914d\u7f6e\u4fc3\u9032\u4e86\u6700\u591a\u7684\u6efe\u52d5\u884c\u70ba\u3002\u6839\u64da\u9019\u4e9b\u8cc7\u8a0a\uff0c\u7cfb\u7d71\u53ef\u4ee5\u81ea\u52d5\u751f\u6210\u4e3b\u65e8\u884c\u8b8a\u9ad4\uff0c\u4e26\u4f7f\u7528\u8a13\u7df4\u81ea\u60a8\u81ea\u6709\u8cc7\u6599\u7684 NLP \u6a21\u578b\u4f86\u9810\u6e2c\u5b83\u5011\u7684\u8868\u73fe\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u5b8c\u6210\u9019\u4e9b\u5f8c\uff0c<\/span><a href=\"https:\/\/evolv.ai\/a-b-testing-vs-artificial-intelligence\"><span style=\"font-weight: 400\">AI \u53ef\u4ee5\u5373\u6642\u57f7\u884c\u591a\u8b8a\u91cf\u6e2c\u8a66<\/span><\/a><span style=\"font-weight: 400\">\uff0c\u4e26\u52d5\u614b\u5730\u5c07\u6d41\u91cf\u5c0e\u5411\u6587\u6848\u3001\u8a2d\u8a08\u8207 CTA \u6700\u4f73\u7d44\u5408\u3002\u5b83\u751a\u81f3\u80fd\u91dd\u5c0d\u4e0d\u540c\u7528\u6236\u5206\u7fa4\u81ea\u52d5\u8b8a\u5316\u7248\u9762\u5143\u7d20\uff0c\u800c\u7121\u9700\u60a8\u88fd\u4f5c\u591a\u500b\u90f5\u4ef6\u7248\u672c\u3002\u540c\u6642\uff0c\u767c\u9001\u6642\u9593\u6700\u4f73\u5316\u6f14\u7b97\u6cd5\u6703\u6839\u64da\u6bcf\u4f4d\u7528\u6236\u6700\u53ef\u80fd\u958b\u555f\u90f5\u4ef6\u7684\u6642\u9593\u9032\u884c\u5206\u767c\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u9019\u4e0d\u50c5\u7bc0\u7701\u6642\u9593\uff0c\u9084\u80fd\u5efa\u7acb\u4e00\u500b\u6578\u64da\u98db\u8f2a\uff0c\u4f7f\u6bcf\u6b21\u6d3b\u52d5\u90fd\u80fd\u6700\u4f73\u5316\u4e0b\u4e00\u6b21 \u2014 \u4e0d\u53ea\u662f\u5f9e\u6e2c\u8a66\u7684\u89d2\u5ea6\uff0c\u66f4\u662f\u5f9e\u7cfb\u7d71\u5927\u898f\u6a21\u7406\u89e3\u7528\u6236\u884c\u70ba\u7684\u5c64\u9762\u4e0a\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\u6700\u5f8c\u7684\u60f3\u6cd5<\/span><\/h2>\n<p><span style=\"font-weight: 400\">AI \u5728 EDM \u884c\u92b7\u4e2d\u4e0d\u518d\u662f\u9059\u9060\u7684\u672a\u4f86\u3002\u5b83\u5df2\u7d93\u4f86\u5230\u6211\u5011\u8eab\u908a\uff0c\u4e26\u6b63\u5728\u91cd\u65b0\u5b9a\u7fa9\u8070\u660e\u884c\u92b7\u4eba\u54e1\u7684\u904b\u4f5c\u65b9\u5f0f\u3002\u7121\u8ad6\u662f\u6e2c\u8a66\u4e3b\u65e8\u884c\u9084\u662f\u5efa\u7acb\u6574\u500b\u96fb\u5b50\u5831\uff0cAI \u90fd\u80fd\u5e6b\u52a9\u60a8\u505a\u5f97\u66f4\u597d\u3001\u66f4\u5feb\uff0c\u4e26\u5927\u5e45\u6e1b\u5c11\u731c\u6e2c\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u5982\u679c\u60a8\u5df2\u7d93\u5728\u4f7f\u7528\u50cf Benchmark Email \u9019\u6a23\u7684\u5e73\u53f0\uff0c\u73fe\u5728\u5c31\u53ef\u4ee5\u958b\u59cb\u5c07 AI \u878d\u5165 A\/B \u6e2c\u8a66\u4e2d\u3002\u8d8a\u65e9\u63a1\u7528\uff0c\u60a8\u7d2f\u7a4d\u7684\u8cc7\u6599\u5c31\u8d8a\u591a\uff0c\u7d50\u679c\u4e5f\u6703\u8d8a\u5f37\u5927\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u6240\u4ee5\u5225\u518d\u7b49\u4e86\u3002\u8b93 AI \u6539\u5584\u60a8\u7684 A\/B \u6e2c\u8a66\uff0c\u63d0\u5347\u60a8\u7684\u96fb\u5b50\u90f5\u4ef6\u7b56\u7565\uff0c\u4e26\u91cb\u653e\u5718\u968a\u7684\u6642\u9593\uff0c\u5c08\u6ce8\u5728\u4ed6\u5011\u6700\u64c5\u9577\u7684\u4e8b\u60c5\u4e0a\uff1a\u6253\u9020\u771f\u6b63\u80fd\u7522\u751f<\/span><i><span style=\"font-weight: 400\">\u9023\u7d50<\/span><\/i><span style=\"font-weight: 400\">\u7684\u96fb\u5b50\u5831\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI \u5982\u679c\u6211\u5011\u544a\u8a34\u60a8\uff0cAI \u4e0d\u53ea\u662f\u500b\u6d41\u884c\u8a5e\uff0c\u800c\u662f\u771f\u6b63\u80fd\u8b93\u60a8\u7684 EDM \u884c\u92b7\u6548\u80fd\u7ffb\u500d\u7684\u5de5\u5177\uff0c\u60a8\u6703\u600e\u9ebc\u60f3\uff1f\u6709 97% \u7684\u4f01\u696d\u4e3b\u76f8\u4fe1 AI \u5de5\u5177\u80fd\u5e6b\u52a9\u4ed6\u5011\u7684\u696d\u52d9\u767c\u5c55\uff0c\u96e3\u602a EDM \u884c\u92b7\u6703\u6210\u70ba\u4ed6\u5011\u512a\u5148\u7528 AI \u6700\u4f73\u5316\u7684\u7ba1\u9053\u4e4b\u4e00\u3002 \u904e\u53bb\u9700\u8981\u624b\u52d5\u9032\u884c\u5be6\u9a57\u4e26\u7b49\u5f85\u597d\u5e7e\u5929\u624d\u80fd\u53d6\u5f97\u6578\u64da\uff0c\u73fe\u5728 AI 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