{"id":2127,"date":"2025-11-03T00:36:12","date_gmt":"2025-11-03T08:36:12","guid":{"rendered":"https:\/\/aarkiwebstg.wpenginepowered.com\/?p=2127"},"modified":"2025-11-03T00:36:14","modified_gmt":"2025-11-03T08:36:14","slug":"the-hidden-costs-of-probabilistic-attribution-and-why-skan-wins-long-term","status":"publish","type":"post","link":"https:\/\/www.aarki.com\/zh\/insights\/the-hidden-costs-of-probabilistic-attribution-and-why-skan-wins-long-term\/","title":{"rendered":"\u6982\u7387\u5f52\u56e0\u7684\u9690\u6027\u6210\u672c\uff08\u4ee5\u53caSKAN\u4e3a\u4f55\u80fd\u957f\u671f\u80dc\u51fa\uff09"},"content":{"rendered":"<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/11\/OPTION-1-Dark-version-1024x576.png\" alt=\"\" class=\"wp-image-2128\" style=\"width:1200px;height:auto\" srcset=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/11\/OPTION-1-Dark-version-1024x576.png 1024w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/11\/OPTION-1-Dark-version-300x169.png 300w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/11\/OPTION-1-Dark-version-768x432.png 768w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/11\/OPTION-1-Dark-version-1536x864.png 1536w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/11\/OPTION-1-Dark-version-18x10.png 18w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/11\/OPTION-1-Dark-version.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-understanding-the-shift-aak-skan-and-ios-attribution\"><strong>\u4e86\u89e3\u8f6c\u53d8\uff1aAAK\u3001SKAN \u548c iOS \u5f52\u56e0<\/strong><\/h3>\n\n\n\n<p>\u6982\u7387\u5f52\u56e0\uff08\u4e1a\u5185\u901a\u5e38\u79f0\u4e3a Apple Attribution Kit\uff0c\u7b80\u79f0 AAK\uff09\u5229\u7528\u8bbe\u5907\u4fe1\u53f7\u3001\u5efa\u6a21\u548c\u57fa\u4e8e\u65f6\u95f4\u7684\u5339\u914d\u6765\u63a8\u65ad\u5e94\u7528\u5b89\u88c5\u7684\u6765\u6e90\u3002\u800c SKAdNetwork (SKAN) \u5219\u662f Apple \u7684\u539f\u751f\u6846\u67b6\uff0c\u5b83\u4ee5\u7b26\u5408\u9690\u79c1\u4fdd\u62a4\u4e14\u805a\u5408\u7684\u65b9\u5f0f\uff0c\u5728\u4e0d\u4f7f\u7528\u8bbe\u5907 ID \u7684\u60c5\u51b5\u4e0b\u5bf9\u5e94\u7528\u5b89\u88c5\u8fdb\u884c\u5f52\u56e0\u3002.<\/p>\n\n\n\n<p><strong>\u4fbf\u4e8e\u5728\u7cbe\u9009\u6458\u8981\u4e2d\u4f53\u73b0\u7684\u533a\u522b\uff1a<\/strong><\/p>\n\n\n\n<p>\u6982\u7387\u7528\u6237\u83b7\u53d6\u65b9\u6cd5\u5229\u7528\u6a21\u578b\u548c\u8bbe\u5907\u6570\u636e\u6765\u4f30\u7b97\u54ea\u4e9b\u5e7f\u544a\u4fc3\u6210\u4e86\u5e94\u7528\u5b89\u88c5\uff0c\u800c SKAdNetwork \u5219\u901a\u8fc7\u82f9\u679c\u6ce8\u91cd\u9690\u79c1\u7684\u6846\u67b6\u6765\u9a8c\u8bc1\u5b89\u88c5\uff0c\u65e0\u9700\u4f7f\u7528\u8bbe\u5907\u6807\u8bc6\u7b26\u3002\u6838\u5fc3\u6743\u8861\u5728\u4e8e\uff1a\u5373\u65f6\u6027\u548c\u7cbe\u7ec6\u5ea6\u4e0e\u51c6\u786e\u6027\u548c\u5408\u89c4\u6027\u4e4b\u95f4\u7684\u53d6\u820d\u3002.<\/p>\n\n\n\n<p>\u968f\u7740\u9690\u79c1\u76d1\u7ba1\u65e5\u76ca\u4e25\u683c\uff0c\u82f9\u679c\u751f\u6001\u7cfb\u7edf\u4e0d\u65ad\u53d1\u5c55\uff0c\u79fb\u52a8\u8425\u9500\u4eba\u5458\u5fc5\u987b\u4e86\u89e3\u5f52\u56e0\u65b9\u6cd5\u5982\u4f55\u5f71\u54cd\u589e\u957f\u3001\u8861\u91cf\u548c\u957f\u671f\u6218\u7565\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-probabilistic-attribution-and-why-did-it-gain-traction\"><strong>\u4ec0\u4e48\u662f\u6982\u7387\u5f52\u56e0\uff1f\u5b83\u4e3a\u4f55\u4f1a\u53d7\u5230\u5173\u6ce8\uff1f<\/strong><\/h2>\n\n\n\n<p>\u6982\u7387\u5f52\u56e0\u5229\u7528 IP \u5730\u5740\u3001\u8bbe\u5907\u7c7b\u578b\u3001\u64cd\u4f5c\u7cfb\u7edf\u7248\u672c\u548c\u70b9\u51fb\u65f6\u95f4\u7b49\u4fe1\u53f7\uff0c\u5c06\u5e7f\u544a\u70b9\u51fb\u4e0e\u5e94\u7528\u5b89\u88c5\u5173\u8054\u8d77\u6765\u3002<sup data-fn=\"91ac3280-986c-4d38-91f5-dd61d9211141\" class=\"fn\"><a id=\"91ac3280-986c-4d38-91f5-dd61d9211141-link\" href=\"#91ac3280-986c-4d38-91f5-dd61d9211141\">1<\/a><\/sup>. \u5b83\u4e4b\u6240\u4ee5\u6d41\u884c\uff0c\u662f\u56e0\u4e3a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fd1\u4e4e\u5b9e\u65f6\u7684\u62a5\u9053<\/li>\n\n\n\n<li>\u9ad8\u6570\u636e\u7c92\u5ea6<\/li>\n\n\n\n<li>\u5feb\u901f\u4f18\u5316\u5faa\u73af<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4f8b\u5b50\uff1a<\/strong> \u4e00\u5bb6\u79fb\u52a8\u6e38\u620f\u53d1\u884c\u5546\u542f\u52a8\u7528\u6237\u83b7\u53d6 (UA) \u6d3b\u52a8\u540e\uff0c\u51e0\u5206\u949f\u5185\u5373\u53ef\u770b\u5230\u8f6c\u5316\u5f52\u56e0\u7ed3\u679c\u3002\u79fb\u52a8\u8425\u9500\u5e73\u53f0 (MMP) \u63d0\u4f9b\u8bbe\u5907\u7c7b\u578b\u548c\u6765\u6e90\u5e94\u7528\u7b49\u7cbe\u7ec6\u5316\u6570\u636e\uff0c\u5e2e\u52a9\u56e2\u961f\u5feb\u901f\u6d4b\u8bd5\u5e7f\u544a\u7d20\u6750\u3002.<\/p>\n\n\n\n<p>\u4f46\u8fd9\u79cd\u901f\u5ea6\u662f\u6709\u4ee3\u4ef7\u7684\uff0c\u5c24\u5176\u662f\u5728\u5f53\u4eca\u6ce8\u91cd\u9690\u79c1\u7684\u4e16\u754c\u91cc\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-hidden-costs-of-probabilistic-attribution\"><strong>\u6982\u7387\u5f52\u56e0\u7684\u9690\u6027\u6210\u672c<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-happens-when-attribution-data-is-inflated-or-inaccurate\"><strong>\u5f53\u5f52\u56e0\u6570\u636e\u88ab\u5938\u5927\u6216\u4e0d\u51c6\u786e\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/strong><\/h3>\n\n\n\n<p>\u6982\u7387\u65b9\u6cd5\u662f\u5efa\u6a21\u7684\uff0c\u800c\u975e\u786e\u5b9a\u6027\u7684\u3002\u5b83\u4eec\u53ef\u80fd\u4f1a\u91cd\u590d\u8ba1\u6570\u6216\u8fc7\u5ea6\u5f52\u56e0\u4e8e\u67d0\u4e9b\u5b9e\u9645\u53ef\u80fd\u662f\u81ea\u7136\u53d1\u751f\u7684\u6216\u5f52\u56e0\u9519\u8bef\u7684\u5b89\u88c5\u91cf\u3002<sup data-fn=\"d54fdc7a-0904-4a77-8fe2-feef79304572\" class=\"fn\"><a id=\"d54fdc7a-0904-4a77-8fe2-feef79304572-link\" href=\"#d54fdc7a-0904-4a77-8fe2-feef79304572\">2<\/a><\/sup>.<\/p>\n\n\n\n<p><strong>\u4f8b\u5b50\uff1a<\/strong> \u4e00\u4f4d\u8425\u9500\u4eba\u5458\u8ba4\u4e3a\u4ed6\u4eec\u7684\u5e7f\u544a\u6d3b\u52a8\u5e26\u6765\u4e86 10,000 \u6b21\u5b89\u88c5\u3002\u4f46\u540e\u6765\u4ed6\u4eec\u53d1\u73b0\uff0c\u5176\u4e2d 30% \u662f\u81ea\u7136\u7528\u6237\uff0c\u88ab\u9519\u8bef\u5730\u5206\u914d\u5230\u4e86\u4ed8\u8d39\u5e7f\u544a\u7cfb\u5217\u4e2d\u3002\u8fd9\u626d\u66f2\u4e86\u7ee9\u6548\u6307\u6807\uff0c\u5bfc\u81f4\u9884\u7b97\u5206\u914d\u6548\u7387\u4f4e\u4e0b\u3002.<\/p>\n\n\n\n<p>\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u8fd9\u4f1a\u5bfc\u81f4\u51b3\u7b56\u5931\u8bef\u3001ROAS \u9884\u6d4b\u4e0d\u53ef\u9760\u4ee5\u53ca KPI \u9519\u4f4d\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-privacy-changes-have-weakened-probabilistic-attribution\"><strong>\u9690\u79c1\u53d8\u5316\u5982\u4f55\u524a\u5f31\u4e86\u6982\u7387\u5f52\u56e0<\/strong><\/h3>\n\n\n\n<p>\u968f\u7740AT&amp;T\u5728iOS\u4e0a\u7684\u666e\u53ca\uff0c\u5927\u591a\u6570\u7528\u6237\u9009\u62e9\u9000\u51fa\u8ffd\u8e2a\u3002\u622a\u81f32024\u5e74\u4e2d\u671f\uff0c\u5168\u7403AT&amp;T\u8ffd\u8e2a\u7684\u52a0\u5165\u7387\u4ec5\u4e3a13.85%\u5de6\u53f3\u3002<sup data-fn=\"2b5c67be-c957-4f0b-bfea-cf82663761b5\" class=\"fn\"><a id=\"2b5c67be-c957-4f0b-bfea-cf82663761b5-link\" href=\"#2b5c67be-c957-4f0b-bfea-cf82663761b5\">3<\/a><\/sup>. \u8fd9\u610f\u5473\u7740\u6982\u7387\u6a21\u578b\u4f7f\u7528\u7684\u5927\u591a\u6570\u8bbe\u5907\u7ea7\u6570\u636e\u5c06\u65e0\u6cd5\u518d\u8bbf\u95ee\u3002.<\/p>\n\n\n\n<p><strong>\u4f8b\u5b50\uff1a<\/strong> \u4e00\u6b3e\u5a31\u4e50\u5e94\u7528\u5728 iOS \u7cfb\u7edf\u4e0a\u4f7f\u7528\u6982\u7387\u5f52\u56e0\u8fdb\u884c\u7528\u6237\u83b7\u53d6\u3002\u7136\u800c\uff0c\u7531\u4e8e\u7528\u6237\u9009\u62e9\u9000\u51fa\u548c\u5171\u4eab IP \u5730\u5740\u9020\u6210\u7684\u4fe1\u53f7\u4e22\u5931\uff0c\u5b89\u88c5\u5f52\u56e0\u53d8\u5f97\u4e0d\u7a33\u5b9a\uff0c\u5c24\u5176\u662f\u5728\u9690\u79c1\u654f\u611f\u5730\u533a\u3002.<\/p>\n\n\n\n<p>\u6700\u7ec8\uff0c\u7ee9\u6548\u6307\u6807\u6ce2\u52a8\u8f83\u5927\uff0cUA \u56e2\u961f\u5bf9\u5176\u6570\u636e\u5931\u53bb\u4e86\u4fe1\u4efb\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-short-term-gains-can-lead-to-long-term-inefficiencies\"><strong>\u77ed\u671f\u6536\u76ca\u53ef\u80fd\u5bfc\u81f4\u957f\u671f\u6548\u7387\u4f4e\u4e0b\u3002<\/strong><\/h3>\n\n\n\n<p>\u6982\u7387\u6570\u636e\u901f\u5ea6\u5f88\u5feb\uff0c\u4f46\u901a\u5e38\u53ea\u80fd\u63d0\u4f9b\u65b9\u5411\u6027\u4fe1\u606f\uff0c\u800c\u4e0d\u80fd\u63d0\u4f9b\u786e\u5207\u7ed3\u8bba\u3002\u8fc7\u5ea6\u4f9d\u8d56\u6982\u7387\u6570\u636e\u4f1a\u5bfc\u81f4\u56e2\u961f\u57fa\u4e8e\u865a\u9ad8\u7684\u6307\u6807\u8fc7\u65e9\u5730\u6269\u5927\u8425\u9500\u6d3b\u52a8\u89c4\u6a21\u3002.<\/p>\n\n\n\n<p><strong>\u4f8b\u5b50\uff1a<\/strong> \u4e00\u4e2a\u56e2\u961f\u5229\u7528\u65e9\u671f\u5b89\u88c5\u4fe1\u53f7\uff0c\u79ef\u6781\u6269\u5927\u89c6\u9891\u5e7f\u544a\u7684\u6295\u653e\u89c4\u6a21\uff0c\u8be5\u5e7f\u544a\u6700\u521d\u663e\u793a\u7684\u6bcf\u6b21\u5b89\u88c5\u6210\u672c (CPI) \u5f88\u4f4e\u3002\u4f46\u7b49\u5230\u5b9e\u9645\u8d2d\u4e70\u6570\u636e\u51fa\u6765\u65f6\uff0c\u7528\u6237\u751f\u547d\u5468\u671f\u4ef7\u503c (LTV) \u5df2\u4f4e\u4e8e\u9608\u503c\uff0c\u800c\u4e14\u5e7f\u544a\u7cfb\u5217\u7684\u9884\u7b97\u4e5f\u5df2\u8017\u5c3d\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-optimization-blind-spots-can-mislead-strategy\"><strong>\u4f18\u5316\u76f2\u70b9\u53ef\u80fd\u4f1a\u8bef\u5bfc\u6218\u7565<\/strong><\/h3>\n\n\n\n<p>\u6982\u7387\u6a21\u578b\u770b\u4f3c\u7ec6\u81f4\uff0c\u4f46\u5b83\u4eec\u4f9d\u8d56\u4e8e\u63a8\u65ad\u7684\u5173\u7cfb\uff0c\u800c\u8fd9\u4e9b\u5173\u7cfb\u53ef\u80fd\u65e0\u6cd5\u53cd\u6620\u5b9e\u9645\u7684\u7528\u6237\u884c\u4e3a\u3002.<\/p>\n\n\n\n<p><strong>\u4f8b\u5b50\uff1a<\/strong> \u57fa\u4e8e IP \u5730\u5740\u548c\u7528\u6237\u4ee3\u7406\u7684\u5f52\u56e0\u5728\u67d0\u4e9b\u5730\u533a\u6709\u6548\uff0c\u4f46\u5728\u8fd0\u8425\u5546\u4f7f\u7528\u5171\u4eab IP \u5730\u5740\u7684\u56fd\u5bb6\/\u5730\u533a\u5219\u65e0\u6548\u3002\u5f52\u56e0\u7ed3\u679c\u5728\u63a7\u5236\u9762\u677f\u4e0a\u770b\u8d77\u6765\u4e0d\u9519\uff0c\u4f46\u5b89\u88c5\u540e\u7684\u4e92\u52a8\u60c5\u51b5\u4e0e\u5b9e\u9645\u4ef7\u503c\u4e0d\u7b26\u3002<sup data-fn=\"9378e7b7-0361-4cb1-a882-9cd5ee6104f7\" class=\"fn\"><a id=\"9378e7b7-0361-4cb1-a882-9cd5ee6104f7-link\" href=\"#9378e7b7-0361-4cb1-a882-9cd5ee6104f7\">4<\/a><\/sup>.<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u76f2\u70b9\u4f1a\u6d6a\u8d39\u8c03\u8bd5\u65f6\u95f4\uff0c\u5bfc\u81f4\u5bf9\u8425\u9500\u6d3b\u52a8\u7ed3\u679c\u4ea7\u751f\u9519\u8bef\u7684\u81ea\u4fe1\uff0c\u5e76\u6d88\u8017\u521b\u610f\u548c\u6570\u636e\u79d1\u5b66\u8d44\u6e90\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-skadnetwork-skan-wins-for-long-term-measurement\"><strong>\u4e3a\u4ec0\u4e48 SKAdNetwork (SKAN) \u5728\u957f\u671f\u8861\u91cf\u65b9\u9762\u80dc\u51fa<\/strong><\/h2>\n\n\n\n<p>SKAN \u662f\u82f9\u679c\u516c\u53f8\u4ee5\u9690\u79c1\u4e3a\u5148\u7684\u5f52\u56e0\u6846\u67b6\u3002\u5b83\u65e0\u9700\u4f9d\u8d56\u8bbe\u5907 ID\uff0c\u5e76\u901a\u8fc7\u5ef6\u8fdf\u56de\u4f20\u548c\u805a\u5408\u8f6c\u5316\u503c\u63d0\u4f9b\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u5b89\u88c5\u6570\u636e\u3002<sup data-fn=\"d356e63a-fdd3-4d2b-b1c7-f9551d9594b8\" class=\"fn\"><a id=\"d356e63a-fdd3-4d2b-b1c7-f9551d9594b8-link\" href=\"#d356e63a-fdd3-4d2b-b1c7-f9551d9594b8\">5<\/a><\/sup>.<\/p>\n\n\n\n<p>\u5c3d\u7ba1\u5b58\u5728\u4e00\u4e9b\u5c40\u9650\u6027\uff0c\u4f46 SKAN \u6b63\u5728\u8fc5\u901f\u6210\u4e3a iOS \u5f52\u56e0\u7684\u57fa\u7840\uff0c\u56e0\u4e3a\u5b83\u7b26\u5408\u82f9\u679c\u7684\u9690\u79c1\u8def\u7ebf\u56fe\uff0c\u5e76\u786e\u4fdd\u4e86\u6d4b\u91cf\u7ed3\u679c\u7684\u6301\u4e45\u6027\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-the-benefits-of-skan-in-a-privacy-first-ecosystem\"><strong>SKAN \u5728\u4ee5\u9690\u79c1\u4e3a\u5148\u7684\u751f\u6001\u7cfb\u7edf\u4e2d\u7684\u4f18\u52bf<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u96f6\u5e7f\u544a\u6b3a\u8bc8<\/strong>\u5b89\u88c5\u8fc7\u7a0b\u7531\u82f9\u679c\u7cfb\u7edf\u9a8c\u8bc1\u3002<\/li>\n\n\n\n<li><strong>\u9762\u5411\u672a\u6765<\/strong>\u9274\u4e8e\u82f9\u679c\u7684\u8def\u7ebf\u56fe\u4e0a\u5df2\u7ecf\u5305\u542b\u4e86 SKAN 5 \u53ca\u5176\u540e\u7eed\u6846\u67b6\uff0cSKAN \u4e0d\u4f1a\u6d88\u5931\u3002<sup data-fn=\"b6b6a2cc-d604-428d-b41c-5ba35c5703fd\" class=\"fn\"><a id=\"b6b6a2cc-d604-428d-b41c-5ba35c5703fd-link\" href=\"#b6b6a2cc-d604-428d-b41c-5ba35c5703fd\">6<\/a><\/sup><\/li>\n\n\n\n<li><strong>\u53ef\u9760\u7684LTV\u5efa\u6a21<\/strong>\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u8f6c\u5316\u4ef7\u503c\u6a21\u578b\uff0c\u8425\u9500\u4eba\u5458\u53ef\u4ee5\u6620\u5c04\u51fa\u80fd\u591f\u4f53\u73b0\u957f\u671f\u4ef7\u503c\u7684\u5b89\u88c5\u540e\u884c\u4e3a\u3002<br><\/li>\n<\/ul>\n\n\n\n<p><strong>\u4f8b\u5b50\uff1a<\/strong> Aarki \u5229\u7528 7 \u5929\u8f6c\u5316\u7b56\u7565\uff0c\u4e3a SKAN \u4f18\u5148\u7684\u8425\u9500\u6d3b\u52a8\u63d0\u4f9b\u652f\u6301\u3002\u867d\u7136\u6570\u636e\u5b58\u5728\u5ef6\u8fdf\uff0c\u4f46\u6d1e\u5bdf\u7ed3\u679c\u5177\u6709\u786e\u5b9a\u6027\uff0c\u53ef\u7528\u4e8e\u6709\u6548\u4f18\u5316\u521b\u610f\u548c\u53d7\u4f17\u5b9a\u4f4d\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-about-the-trade-offs\"><strong>\u90a3\u4e48\uff0c\u6743\u8861\u5229\u5f0a\u53c8\u8be5\u5982\u4f55\u770b\u5f85\u5462\uff1f<\/strong><\/h3>\n\n\n\n<p>\u662f\u7684\uff0cSKAN\u4e5f\u9762\u4e34\u7740\u4e00\u4e9b\u6311\u6218\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56de\u53d1\u5ef6\u8fdf<\/li>\n\n\n\n<li>\u6570\u636e\u662f\u6c47\u603b\u7684\uff0c\u7f3a\u4e4f\u7528\u6237\u5c42\u9762\u7684\u6d1e\u5bdf\u3002<\/li>\n\n\n\n<li>\u521b\u610f\u5c42\u9762\u7684\u6d1e\u5bdf\u9700\u8981\u6a21\u5f0f\u89c4\u5212\u548c\u4e25\u683c\u7684\u6d4b\u8bd5\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4f46\u7cbe\u660e\u7684\u8425\u9500\u4eba\u5458\u53ef\u4ee5\u5e94\u5bf9\u8fd9\u4e9b\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u5373\u4f7f\u5728 SKAN \u7684\u9650\u5236\u4e0b\uff0c\u4f7f\u7528 Aarki \u7684\u7edf\u4e00\u521b\u610f\u6846\u67b6\u548c AI \u9a71\u52a8\u7684\u53d8\u4f53\u6d4b\u8bd5\u4e5f\u80fd\u5b9e\u73b0\u6548\u679c\u4f18\u5316\u3002<sup data-fn=\"a096c43a-2575-4811-96eb-e730a7520528\" class=\"fn\"><a id=\"a096c43a-2575-4811-96eb-e730a7520528-link\" href=\"#a096c43a-2575-4811-96eb-e730a7520528\">7<\/a><\/sup>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-comparison-table-probabilistic-attribution-vs-skadnetwork\"><strong>\u5bf9\u6bd4\u8868\uff1a\u6982\u7387\u5f52\u56e0\u4e0e SKAdNetwork<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u6307\u6807<\/strong><\/td><td><strong>\u6982\u7387\u5f52\u56e0<\/strong><\/td><td><strong>SKAdNetwork (SKAN)<\/strong><\/td><\/tr><tr><td>\u6570\u636e\u7c92\u5ea6<\/td><td>\u9ad8\u7535\u5e73\uff08\u8bbe\u5907\u7ea7\u4fe1\u53f7\uff09<\/td><td>\u8f83\u4f4e\uff08\u6c47\u603b\u6570\u636e\uff09<\/td><\/tr><tr><td>\u9690\u79c1\u6a21\u578b<\/td><td>\u63a8\u65ad\uff0c\u5229\u7528\u654f\u611f\u4fe1\u53f7<\/td><td>\u9690\u79c1\u81f3\u4e0a\uff0c\u4e0d\u4f7f\u7528\u8bbe\u5907 ID<\/td><\/tr><tr><td>\u8f6c\u6362\u7a97\u53e3<\/td><td>\u5b9e\u65f6\u3001\u5373\u65f6<\/td><td>\u5ef6\u8fdf\uff081-3\u5929\uff09<\/td><\/tr><tr><td>\u62a5\u544a\u9891\u7387<\/td><td>\u5feb\u901f\uff08\u51e0\u5206\u949f\u5230\u51e0\u5c0f\u65f6\uff09<\/td><td>\u901f\u5ea6\u8f83\u6162\uff08\u56de\u53d1\u65f6\u95f4\uff0c\u6570\u5929\uff09<\/td><\/tr><tr><td>\u517c\u5bb9\u6027<\/td><td>\u5e7f\u6cdb\uff0c\u5927\u591a\u6570MMP<\/td><td>\u539f\u751f\u652f\u6301 iOS\uff0c\u5e76\u53ef\u901a\u8fc7 SKAN 5 \u6269\u5c55<\/td><\/tr><tr><td>\u6297\u6b3a\u8bc8\u80fd\u529b<\/td><td>\u4e2d\u7b49\uff0c\u6613\u53d7\u6b3a\u9a97<\/td><td>\u9ad8\u5b89\u88c5\u91cf\uff0c\u7ecf\u82f9\u679c\u9a8c\u8bc1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-this-means-for-you-as-a-mobile-marketer\"><strong>\u8fd9\u5bf9\u79fb\u52a8\u8425\u9500\u4eba\u5458\u610f\u5473\u7740\u4ec0\u4e48<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f7f\u7528 SKAN \u4f5c\u4e3a\u60a8\u7684\u6d4b\u91cf\u57fa\u7840<\/strong>\u6982\u7387\u65b9\u6cd5\u53ef\u4ee5\u652f\u6301\u65e9\u671f\u6d4b\u8bd5\uff0c\u4f46 SKAN \u5e94\u8be5\u4f5c\u4e3a\u6027\u80fd\u548c\u6269\u5c55\u51b3\u7b56\u7684\u771f\u503c\u5c42\u3002.<\/li>\n\n\n\n<li><strong>\u6295\u8d44\u4e8e\u6a21\u5f0f\u8bbe\u8ba1\u548c\u521b\u65b0\u6d4b\u8bd5<\/strong>\u6784\u5efa SKAN \u53cb\u597d\u7684\u6a21\u5f0f\uff0c\u5c06\u65e9\u671f\u64cd\u4f5c\uff08\u5982\u6ce8\u518c\u3001\u8d2d\u4e70\uff09\u6620\u5c04\u5230\u8f6c\u5316\u503c\u3002.<\/li>\n\n\n\n<li><strong>\u4f7f\u7528 Aarki \u7684\u9690\u79c1\u4f18\u5148 DSP \u548c AI \u6846\u67b6<\/strong>\uff1a\u6574\u5408\u521b\u610f\u548c\u5a92\u4f53\uff0c\u4ee5\u7b26\u5408 SKAN \u6807\u51c6\u7684\u65b9\u5f0f\u4f18\u5316\u7528\u6237\u83b7\u53d6\u548c\u91cd\u5b9a\u5411\u5e7f\u544a\u7cfb\u5217\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-frequently-asked-questions\"><strong>\u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-can-probabilistic-attribution-still-be-helpful\"><strong>\u6982\u7387\u5f52\u56e0\u6cd5\u73b0\u5728\u8fd8\u6709\u7528\u5417\uff1f<\/strong><\/h3>\n\n\n\n<p>\u662f\u7684\uff0c\u5728\u67d0\u4e9b\u7279\u5b9a\u573a\u666f\u4e0b\uff0c\u4f8b\u5982\u521b\u610f\u6d4b\u8bd5\u3001\u91cd\u65b0\u5b9a\u4f4d\u4f11\u7720\u7528\u6237\u6216ATT\uff08\u5e7f\u544a\u8f6c\u5316\u7387\uff09\u8f83\u9ad8\u7684\u5730\u533a\uff0c\u6982\u7387\u6a21\u578b\u786e\u5b9e\u6709\u7528\u3002\u4f8b\u5982\uff0c\u5982\u679c\u60a8\u6b63\u5728\u9488\u5bf9\u5df2\u77e5\u6807\u8bc6\u7b26\u7684\u73b0\u6709\u7528\u6237\u5f00\u5c55\u91cd\u65b0\u4e92\u52a8\u8425\u9500\u6d3b\u52a8\uff0c\u6982\u7387\u6a21\u578b\u53ef\u4ee5\u63d0\u4f9b\u65b9\u5411\u6027\u89c1\u89e3\u3002\u4f46\u662f\uff0c\u5728\u9690\u79c1\u53d7\u9650\u7684\u751f\u6001\u7cfb\u7edf\u4e2d\uff0c\u5c24\u5176\u662f\u5728\u5927\u89c4\u6a21\u7528\u6237\u83b7\u53d6\u7684\u60c5\u51b5\u4e0b\uff0c\u6982\u7387\u6a21\u578b\u4e0d\u5e94\u4f5c\u4e3a\u4e3b\u8981\u7684\u8861\u91cf\u6307\u6807\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-when-should-i-switch-fully-to-skan-based-measurement\"><strong>\u6211\u5e94\u8be5\u4f55\u65f6\u5168\u9762\u5207\u6362\u5230\u57fa\u4e8e SKAN \u7684\u6d4b\u91cf\u65b9\u5f0f\uff1f<\/strong><\/h3>\n\n\n\n<p>\u5927\u591a\u6570\u5e7f\u544a\u4e3b\u5df2\u5c06 SKAN \u5217\u4e3a 2024 \u5e74\u7684\u4f18\u5148\u8003\u8651\u5bf9\u8c61\u3002\u5982\u679c\u60a8\u7684\u5e7f\u544a\u9009\u62e9\u52a0\u5165\u7387\u4f4e\u4e8e 20%\uff0c\u6216\u8005\u60a8\u9700\u8981\u53ef\u6269\u5c55\u4e14\u7b26\u5408\u7b56\u7565\u7684\u8861\u91cf\u6807\u51c6\uff0c\u90a3\u4e48\u73b0\u5728\u6b63\u662f\u4f18\u5148\u91c7\u7528 SKAN \u7684\u6700\u4f73\u65f6\u673a\u3002<sup data-fn=\"e6cc0f47-094b-4e85-8bec-36cdc7b04b97\" class=\"fn\"><a id=\"e6cc0f47-094b-4e85-8bec-36cdc7b04b97-link\" href=\"#e6cc0f47-094b-4e85-8bec-36cdc7b04b97\">8<\/a><\/sup>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-do-i-reconcile-skan-and-probabilistic-signals\"><strong>\u5982\u4f55\u534f\u8c03 SKAN \u4fe1\u53f7\u548c\u6982\u7387\u4fe1\u53f7\uff1f<\/strong><\/h3>\n\n\n\n<p>Aarki \u548c\u5176\u4ed6\u9886\u5bfc\u8005\u63a8\u8350\u91c7\u7528\u7edf\u4e00\u7684\u6d4b\u91cf\u65b9\u6cd5\uff0c\u4e5f\u79f0\u4e3a SSOT\uff08\u5355\u4e00\u6570\u636e\u6e90\uff09\uff0c\u5176\u4e2d SKAN \u6570\u636e\u4f5c\u4e3a\u57fa\u51c6\uff0c\u6982\u7387\u6027\u89c1\u89e3\u4f5c\u4e3a\u65b9\u5411\u6027\u8865\u5145\u3002<sup data-fn=\"fe5d9dd1-f0f0-4dcd-b7a0-a3392ba527a9\" class=\"fn\"><a id=\"fe5d9dd1-f0f0-4dcd-b7a0-a3392ba527a9-link\" href=\"#fe5d9dd1-f0f0-4dcd-b7a0-a3392ba527a9\">9<\/a><\/sup>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-does-skan-support-retargeting-and-in-app-optimization\"><strong>SKAN \u662f\u5426\u652f\u6301\u91cd\u5b9a\u5411\u548c\u5e94\u7528\u5185\u4f18\u5316\uff1f<\/strong><\/h3>\n\n\n\n<p>\u662f\u7684\uff0cSKAN \u7684\u65b0\u7248\u672c\u548c\u82f9\u679c\u7684\u5f52\u56e0\u66f4\u65b0\u6b63\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u4ee5\u652f\u6301\u7528\u6237\u91cd\u65b0\u53c2\u4e0e\u548c\u66f4\u4e30\u5bcc\u7684\u5b89\u88c5\u540e\u8ddf\u8e2a\uff0c\u540c\u65f6\u786e\u4fdd\u9690\u79c1\u5b89\u5168\u3002<sup data-fn=\"7adf5520-be28-4b36-ad2e-bf17e33972b8\" class=\"fn\"><a id=\"7adf5520-be28-4b36-ad2e-bf17e33972b8-link\" href=\"#7adf5520-be28-4b36-ad2e-bf17e33972b8\">10<\/a><\/sup>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusion\"><strong>\u7ed3\u8bba<\/strong><\/h2>\n\n\n\n<p>\u6982\u7387\u5f52\u56e0\u66fe\u7ecf\u517c\u5177\u901f\u5ea6\u548c\u7cbe\u7ec6\u5ea6\u3002\u4f46\u5728\u5982\u4eca\u7684 iOS \u73af\u5883\u4e2d\uff0c\u5b83\u5374\u9690\u85cf\u7740\u8bf8\u591a\u4ee3\u4ef7\uff1a\u5938\u5927\u7684\u6548\u679c\u6570\u636e\u3001\u5408\u89c4\u98ce\u9669\u4ee5\u53ca\u7b56\u7565\u9519\u4f4d\u3002SKAdNetwork \u867d\u7136\u7cbe\u7ec6\u5ea6\u7a0d\u900a\uff0c\u4f46\u80fd\u591f\u63d0\u4f9b\u786e\u5b9a\u6027\u4e14\u7b26\u5408\u9690\u79c1\u4fdd\u62a4\u7684\u8861\u91cf\u7ed3\u679c\u3002.<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u51c6\u5907\u5728 2026 \u5e74\u53ca\u4ee5\u540e\u5f15\u9886\u6f6e\u6d41\u7684\u8425\u9500\u4eba\u5458\u800c\u8a00\uff0cSKAN \u662f\u503c\u5f97\u4fe1\u8d56\u7684\u6846\u67b6\u3002\u5728 Aarki\uff0cSKAN \u4f18\u5148\u7684\u7406\u5ff5\u5df2\u878d\u5165\u5230\u521b\u610f\u3001\u5a92\u4f53\u548c\u6548\u679c\u8861\u91cf\u7b49\u5404\u4e2a\u73af\u8282\u3002\u79fb\u52a8\u5f52\u56e0\u7684\u672a\u6765\u5e76\u975e\u6a21\u578b\u6784\u5efa\uff0c\u800c\u662f\u5b9e\u8bc1\u68c0\u9a8c\u3002.<\/p>\n\n\n<ol class=\"wp-block-footnotes\"><li id=\"91ac3280-986c-4d38-91f5-dd61d9211141\"><a href=\"https:\/\/reteno.com\/glossary\/mobile-attribution\">Reteno \u79fb\u52a8\u5f52\u56e0 2025<\/a> <a href=\"#91ac3280-986c-4d38-91f5-dd61d9211141-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 1\">\u21a9\ufe0e<\/a><\/li><li id=\"d54fdc7a-0904-4a77-8fe2-feef79304572\"><a href=\"https:\/\/dataseat.com\/blog\/skan-vs-mmp-metrics\">\u6570\u636e\u5ea7 SKAN \u4e0e MMP \u6307\u6807 2024<\/a> <a href=\"#d54fdc7a-0904-4a77-8fe2-feef79304572-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 2\">\u21a9\ufe0e<\/a><\/li><li id=\"2b5c67be-c957-4f0b-bfea-cf82663761b5\"><a href=\"https:\/\/www.singular.net\/blog\/att-opt-in-rates-2024\/\">2024 \u5e74\u5355\u4e00 ATT \u9009\u62e9\u52a0\u5165\u7387<\/a> <a href=\"#2b5c67be-c957-4f0b-bfea-cf82663761b5-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 3\">\u21a9\ufe0e<\/a><\/li><li id=\"9378e7b7-0361-4cb1-a882-9cd5ee6104f7\"><a href=\"https:\/\/adjoe.io\/blog\/why-probabilistic-attribution-is-a-game-changer\/\">Adjoe\uff1a\u4e3a\u4ec0\u4e48\u6982\u7387\u5f52\u56e0\u662f2025\u5e74\u7684\u53d8\u9769\u8005<\/a> <a href=\"#9378e7b7-0361-4cb1-a882-9cd5ee6104f7-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 4\">\u21a9\ufe0e<\/a><\/li><li id=\"d356e63a-fdd3-4d2b-b1c7-f9551d9594b8\"><a href=\"https:\/\/www.branch.io\/resources\/blog\/the-limitations-of-skadnetwork-pros-and-cons-vs-an-mmp-for-mobile-tracking\/\">SKAdNetwork 2020 \u7684\u5c40\u9650\u6027<\/a> <a href=\"#d356e63a-fdd3-4d2b-b1c7-f9551d9594b8-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 5\">\u21a9\ufe0e<\/a><\/li><li id=\"b6b6a2cc-d604-428d-b41c-5ba35c5703fd\"><a href=\"https:\/\/www.aarki.com\/zh\/insights\/skan-vs-probabilistic-vs-ssot\/\">Aarki SKAN vs \u6982\u7387 vs SSOT 2025<\/a> <a href=\"#b6b6a2cc-d604-428d-b41c-5ba35c5703fd-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 6\">\u21a9\ufe0e<\/a><\/li><li id=\"a096c43a-2575-4811-96eb-e730a7520528\"><a href=\"https:\/\/www.aarki.com\/zh\/insights\/5-creative-strategies-that-actually-work-under-skan-2026-guide\/\">Aarki \u5728 SKAN 2025 \u4e0b\u53d1\u6325\u4f5c\u7528\u7684 5 \u9879\u521b\u610f\u7b56\u7565<\/a> <a href=\"#a096c43a-2575-4811-96eb-e730a7520528-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 7\">\u21a9\ufe0e<\/a><\/li><li id=\"e6cc0f47-094b-4e85-8bec-36cdc7b04b97\"><a href=\"https:\/\/dataseat.com\/blog\/state-of-skadnetwork-adoption\">Dataseat 2024 \u5e74 SKAdNetwork \u91c7\u7528\u60c5\u51b5\u5c55\u671b<\/a> <a href=\"#e6cc0f47-094b-4e85-8bec-36cdc7b04b97-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 8\">\u21a9\ufe0e<\/a><\/li><li id=\"fe5d9dd1-f0f0-4dcd-b7a0-a3392ba527a9\"><a href=\"https:\/\/www.aarki.com\/zh\/insights\/skan-vs-probabilistic-vs-ssot\/\">Aarki SKAN vs \u6982\u7387 vs SSOT 2025<\/a> <a href=\"#fe5d9dd1-f0f0-4dcd-b7a0-a3392ba527a9-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 9\">\u21a9\ufe0e<\/a><\/li><li id=\"7adf5520-be28-4b36-ad2e-bf17e33972b8\"><a href=\"https:\/\/www.aarki.com\/zh\/insights\/5-creative-strategies-that-actually-work-under-skan-2026-guide\/\">Aarki \u5728 SKAN 2025 \u4e0b\u53d1\u6325\u4f5c\u7528\u7684 5 \u9879\u521b\u610f\u7b56\u7565<\/a> <a href=\"#7adf5520-be28-4b36-ad2e-bf17e33972b8-link\" aria-label=\"\u8df3\u8f6c\u5230\u811a\u6ce8\u5f15\u7528 10\">\u21a9\ufe0e<\/a><\/li><\/ol>","protected":false},"excerpt":{"rendered":"<p>\u63a2\u7d22 iOS \u5e94\u7528\u6982\u7387\u5f52\u56e0\u7684\u6f5c\u5728\u98ce\u9669\uff0c\u5e76\u4e86\u89e3\u4e3a\u4ec0\u4e48 Apple \u7684 SKAdNetwork \u80fd\u63d0\u4f9b\u66f4\u5f3a\u5927\u7684\u957f\u671f\u89e3\u51b3\u65b9\u6848\u3002.<\/p>","protected":false},"author":22,"featured_media":2128,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","event_date":"","external_url":"","gated_content":false,"hubspot_url":"","footnotes":"[{\"content\":\"<a href=\\\"https:\/\/reteno.com\/glossary\/mobile-attribution\\\">Reteno Mobile Attribution 2025<\/a>\",\"id\":\"91ac3280-986c-4d38-91f5-dd61d9211141\"},{\"content\":\"<a href=\\\"https:\/\/dataseat.com\/blog\/skan-vs-mmp-metrics\\\">Dataseat SKAN vs MMP Metrics 2024<\/a>\",\"id\":\"d54fdc7a-0904-4a77-8fe2-feef79304572\"},{\"content\":\"<a href=\\\"https:\/\/www.singular.net\/blog\/att-opt-in-rates-2024\/\\\">Singular ATT opt-in rates 2024<\/a>\",\"id\":\"2b5c67be-c957-4f0b-bfea-cf82663761b5\"},{\"content\":\"<a href=\\\"https:\/\/adjoe.io\/blog\/why-probabilistic-attribution-is-a-game-changer\/\\\">Adjoe Why probabilistic attribution is a game-changer 2025<\/a>\",\"id\":\"9378e7b7-0361-4cb1-a882-9cd5ee6104f7\"},{\"content\":\"<a href=\\\"https:\/\/www.branch.io\/resources\/blog\/the-limitations-of-skadnetwork-pros-and-cons-vs-an-mmp-for-mobile-tracking\/\\\">Branch The Limitations of SKAdNetwork 2020<\/a>\",\"id\":\"d356e63a-fdd3-4d2b-b1c7-f9551d9594b8\"},{\"content\":\"<a href=\\\"https:\/\/www.aarki.com\/insights\/skan-vs-probabilistic-vs-ssot\/\\\">Aarki SKAN vs Probabilistic vs SSOT 2025<\/a>\",\"id\":\"b6b6a2cc-d604-428d-b41c-5ba35c5703fd\"},{\"content\":\"<a href=\\\"https:\/\/www.aarki.com\/insights\/5-creative-strategies-that-actually-work-under-skan-2026-guide\/\\\">Aarki 5 creative strategies that wok under SKAN 2025<\/a>\",\"id\":\"a096c43a-2575-4811-96eb-e730a7520528\"},{\"content\":\"<a href=\\\"https:\/\/dataseat.com\/blog\/state-of-skadnetwork-adoption\\\">Dataseat The state of SKAdNetwork adoption 2024<\/a>\",\"id\":\"e6cc0f47-094b-4e85-8bec-36cdc7b04b97\"},{\"content\":\"<a href=\\\"https:\/\/www.aarki.com\/insights\/skan-vs-probabilistic-vs-ssot\/\\\">Aarki SKAN vs Probabilistic vs SSOT 2025<\/a>\",\"id\":\"fe5d9dd1-f0f0-4dcd-b7a0-a3392ba527a9\"},{\"content\":\"<a href=\\\"https:\/\/www.aarki.com\/insights\/5-creative-strategies-that-actually-work-under-skan-2026-guide\/\\\">Aarki 5 creative strategies that wok under SKAN 2025<\/a>\",\"id\":\"7adf5520-be28-4b36-ad2e-bf17e33972b8\"}]"},"categories":[13],"tags":[152,154,80,141,153],"class_list":["post-2127","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insights","tag-probabilistic-attribution","tag-probabilistic-vs-skan","tag-retargeting","tag-skadnetwork","tag-user-acquisition"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.1 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>The Hidden Costs of Probabilistic Attribution (and Why SKAN Wins Long-Term) - Aarki<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.aarki.com\/zh\/insights\/the-hidden-costs-of-probabilistic-attribution-and-why-skan-wins-long-term\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" 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