{"id":307,"date":"2025-05-12T19:56:59","date_gmt":"2025-05-13T03:56:59","guid":{"rendered":"https:\/\/attrisight.com\/?p=307"},"modified":"2025-05-12T19:56:59","modified_gmt":"2025-05-13T03:56:59","slug":"%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/","title":{"rendered":"\u8425\u9500\u5f52\u56e0\u5de5\u5177\u6bd4\u8f83\uff1a\u627e\u5230\u9002\u5408\u60a8\u4e1a\u52a1\u7684\u6b63\u786e\u5de5\u5177"},"content":{"rendered":"\u9009\u62e9\u5408\u9002\u7684\u8425\u9500\u5f52\u56e0\u5de5\u5177\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u60a8\u8861\u91cf\u8425\u9500\u6d3b\u52a8\u6548\u679c\u3001\u4f18\u5316\u652f\u51fa\u548c\u63d0\u9ad8\u6295\u8d44\u56de\u62a5\u7387\u7684\u80fd\u529b\u3002\u672c\u6307\u5357\u7efc\u5408\u8bc4\u4f30\u4e86\u9886\u5148\u7684\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\uff0c\u6db5\u76d6\u5b9a\u4ef7\u3001\u529f\u80fd\u3001\u5b9e\u65bd\u590d\u6742\u6027\u548c\u9690\u79c1\u5408\u89c4\u6027\u7b49\u5173\u952e\u6807\u51c6\u3002\u901a\u8fc7\u8be6\u7ec6\u7684\u6bd4\u8f83\u3001\u4e13\u5bb6\u6d1e\u5bdf\u548c\u5b9e\u7528\u7684\u51b3\u7b56\u6846\u67b6\uff0c\u8425\u9500\u9886\u5bfc\u8005\u5c06\u83b7\u5f97\u6240\u9700\u7684\u77e5\u8bc6\uff0c\u4ece\u800c\u9009\u62e9\u7b26\u5408\u5176\u7279\u5b9a\u4e1a\u52a1\u9700\u6c42\u3001\u6280\u672f\u80fd\u529b\u548c\u9884\u7b97\u7ea6\u675f\u7684\u5f52\u56e0\u5de5\u5177\u3002\u65e0\u8bba\u60a8\u662f\u9996\u6b21\u5b9e\u65bd\u5f52\u56e0\uff0c\u8fd8\u662f\u5e0c\u671b\u5347\u7ea7\u73b0\u6709\u529f\u80fd\uff0c\u672c\u5206\u6790\u90fd\u80fd\u63d0\u4f9b\u5207\u5b9e\u53ef\u884c\u7684\u6307\u5bfc\uff0c\u5e2e\u52a9\u60a8\u5728\u5f53\u4eca\u590d\u6742\u7684\u8425\u9500\u6280\u672f\u683c\u5c40\u4e2d\u627e\u5230\u7406\u60f3\u7684\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\u3002\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u5207\u6362\u76ee\u5f55\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u5207\u6362<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" 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href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Understanding_Attribution_Tool_Categories\" >\u4e86\u89e3\u5f52\u56e0\u5de5\u5177\u7c7b\u522b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Built-in_Platform_Analytics\" >\u5185\u7f6e\u5e73\u53f0\u5206\u6790<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Dedicated_Attribution_Platforms\" >\u4e13\u7528\u5f52\u56e0\u5e73\u53f0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Marketing_Analytics_Suites\" >\u8425\u9500\u5206\u6790\u5957\u4ef6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Customer_Data_Platforms_CDPs\" >\u5ba2\u6237\u6570\u636e\u5e73\u53f0\uff08CDP\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Custom-Built_Solutions\" >\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Key_Factors_for_Comparison\" >\u6bd4\u8f83\u7684\u5173\u952e\u56e0\u7d20<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Core_Functionality\" >\u6838\u5fc3\u529f\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Technical_Considerations\" >\u6280\u672f\u8003\u8651<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Privacy_and_Compliance\" >\u9690\u79c1\u4e0e\u5408\u89c4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Business_Factors\" >\u5546\u4e1a\u56e0\u7d20<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Detailed_Tool_Comparison\" >\u8be6\u7ec6\u5de5\u5177\u6bd4\u8f83<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Pricing_Key\" >\u5b9a\u4ef7\u5173\u952e\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Detailed_Feature_Analysis\" >\u8be6\u7ec6\u7279\u5f81\u5206\u6790<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Attribution_Modeling_Capabilities\" >\u5f52\u56e0\u5efa\u6a21\u529f\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Channel_Coverage\" >\u9891\u9053\u8986\u76d6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Privacy_and_Data_Capabilities\" >\u9690\u79c1\u548c\u6570\u636e\u529f\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Reporting_and_Insight_Capabilities\" >\u62a5\u544a\u548c\u6d1e\u5bdf\u80fd\u529b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Use_Case_Analysis_Matching_Tools_to_Business_Needs\" >\u7528\u4f8b\u5206\u6790\uff1a\u5c06\u5de5\u5177\u4e0e\u4e1a\u52a1\u9700\u6c42\u76f8\u5339\u914d<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#E-commerce_and_Direct-to-Consumer\" >\u7535\u5b50\u5546\u52a1\u548c\u76f4\u63a5\u9762\u5411\u6d88\u8d39\u8005<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#B2B_and_Enterprise\" >B2B \u548c\u4f01\u4e1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Mobile_App-Focused_Businesses\" >\u4ee5\u79fb\u52a8\u5e94\u7528\u4e3a\u4e2d\u5fc3\u7684\u4f01\u4e1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Multi-Channel_Retailers\" >\u591a\u6e20\u9053\u96f6\u552e\u5546<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Small-to-Medium_Businesses\" >\u4e2d\u5c0f\u578b\u4f01\u4e1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Implementation_Considerations\" >\u5b9e\u65bd\u6ce8\u610f\u4e8b\u9879<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Implementation_Timeline\" >\u5b9e\u65bd\u65f6\u95f4\u8868<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Common_Implementation_Challenges\" >\u5e38\u89c1\u7684\u5b9e\u65bd\u6311\u6218<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Best_Practices_for_Successful_Implementation\" >\u6210\u529f\u5b9e\u65bd\u7684\u6700\u4f73\u5b9e\u8df5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Privacy_Considerations_in_Tool_Selection\" >\u5de5\u5177\u9009\u62e9\u4e2d\u7684\u9690\u79c1\u8003\u8651<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#The_Changing_Privacy_Landscape\" >\u4e0d\u65ad\u53d8\u5316\u7684\u9690\u79c1\u683c\u5c40<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Privacy-Forward_Attribution_Approaches\" >\u9690\u79c1\u5bfc\u5411\u5f52\u56e0\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Privacy_Evaluation_Framework\" >\u9690\u79c1\u8bc4\u4f30\u6846\u67b6<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#The_Total_Cost_of_Ownership\" >\u603b\u62e5\u6709\u6210\u672c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Direct_Costs\" >\u76f4\u63a5\u6210\u672c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Indirect_Costs\" >\u95f4\u63a5\u6210\u672c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#ROI_Considerations\" >\u6295\u8d44\u56de\u62a5\u7387\u8003\u8651\u56e0\u7d20<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Total_Cost_Example\" >\u603b\u6210\u672c\u793a\u4f8b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Case_Studies_Attribution_Tool_Implementation\" >\u6848\u4f8b\u7814\u7a76\uff1a\u5f52\u56e0\u5de5\u5177\u5b9e\u65bd<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#E-commerce_Brand_From_Last-Click_to_Multi-Touch_with_Attrisight\" >\u7535\u5546\u54c1\u724c\uff1a\u4ece\u201c\u6700\u540e\u70b9\u51fb\u201d\u5230\u201cAttrisight \u591a\u70b9\u89e6\u63a7\u201d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#B2B_Software_Provider_Custom_Attribution_for_Complex_Sales_Cycles\" >B2B \u8f6f\u4ef6\u63d0\u4f9b\u5546\uff1a\u590d\u6742\u9500\u552e\u5468\u671f\u7684\u5b9a\u5236\u5f52\u56e0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Mobile_Gaming_Company_App_Attribution_with_AppsFlyer\" >\u79fb\u52a8\u6e38\u620f\u516c\u53f8\uff1aAppsFlyer \u7684\u5e94\u7528\u5f52\u56e0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Expert_Perspectives_Choosing_the_Right_Attribution_Tool\" >\u4e13\u5bb6\u89c2\u70b9\uff1a\u9009\u62e9\u6b63\u786e\u7684\u5f52\u56e0\u5de5\u5177<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Focus_on_Business_Questions_Not_Technical_Features\" >\u5173\u6ce8\u4e1a\u52a1\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u6280\u672f\u7279\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Consider_Your_Data_Maturity\" >\u8003\u8651\u4f60\u7684\u6570\u636e\u6210\u719f\u5ea6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Privacy_Is_Now_a_Primary_Consideration\" >\u9690\u79c1\u73b0\u5728\u662f\u9996\u8981\u8003\u8651\u56e0\u7d20<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Integration_Trumps_Standalone_Capability\" >\u96c6\u6210\u80dc\u8fc7\u72ec\u7acb\u80fd\u529b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Decision_Framework_Selecting_the_Right_Attribution_Tool\" >\u51b3\u7b56\u6846\u67b6\uff1a\u9009\u62e9\u6b63\u786e\u7684\u5f52\u56e0\u5de5\u5177<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Step_1_Define_Your_Requirements\" >\u6b65\u9aa4 1\uff1a\u5b9a\u4e49\u60a8\u7684\u9700\u6c42<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Step_2_Assess_Your_Organizational_Readiness\" >\u7b2c 2 \u6b65\uff1a\u8bc4\u4f30\u60a8\u7684\u7ec4\u7ec7\u51c6\u5907\u60c5\u51b5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Step_3_Evaluate_Solutions_Against_Criteria\" >\u6b65\u9aa4 3\uff1a\u6839\u636e\u6807\u51c6\u8bc4\u4f30\u89e3\u51b3\u65b9\u6848<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-52\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Step_4_Develop_Implementation_Plan\" >\u6b65\u9aa44\uff1a\u5236\u5b9a\u5b9e\u65bd\u8ba1\u5212<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#FAQs\" >\u5e38\u89c1\u95ee\u9898<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-54\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#Do_I_need_a_dedicated_attribution_tool_or_is_the_attribution_in_my_marketing_platforms_sufficient\" >\u6211\u662f\u5426\u9700\u8981\u4e13\u7528\u7684\u5f52\u56e0\u5de5\u5177\uff0c\u6216\u8005\u6211\u7684\u8425\u9500\u5e73\u53f0\u4e2d\u7684\u5f52\u56e0\u662f\u5426\u8db3\u591f\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-55\" href=\"https:\/\/attrisight.com\/zh\/%e8%90%a5%e9%94%80%e5%bd%92%e5%9b%a0%e5%b7%a5%e5%85%b7%e6%af%94%e8%be%83%ef%bc%8c%e6%89%be%e5%88%b0%e9%80%82%e5%90%88%e6%82%a8%e4%b8%9a%e5%8a%a1%e7%9a%84%e6%ad%a3%e7%a1%ae%e5%b7%a5%e5%85%b7\/#How_should_privacy_regulations_factor_into_attribution_tool_selection\" >\u9690\u79c1\u6cd5\u89c4\u5e94\u5982\u4f55\u5f71\u54cd\u5f52\u56e0\u5de5\u5177\u7684\u9009\u62e9\uff1f<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 id=\"introduction\" tabindex=\"-1\" data-source-line=\"9-9\"><span class=\"ez-toc-section\" id=\"Introduction\"><\/span>\u5bfc\u8a00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5728\u65e5\u76ca\u788e\u7247\u5316\u7684\u6570\u5b57\u73af\u5883\u4e2d\uff0c\u4e86\u89e3\u54ea\u4e9b\u8425\u9500\u5de5\u4f5c\u771f\u6b63\u5e26\u6765\u4e86\u6210\u6548\u4ece\u672a\u5982\u6b64\u5177\u6709\u6311\u6218\u6027\uff0c\u4e5f\u4ece\u672a\u5982\u6b64\u91cd\u8981\u3002\u666e\u901a\u5ba2\u6237\u5728\u8f6c\u5316\u4e4b\u524d\u4f1a\u901a\u8fc7 6 \u4e2a\u4ee5\u4e0a\u7684\u6e20\u9053\u4e0e\u54c1\u724c\u4e92\u52a8\uff0c\u56e0\u6b64\uff0c\u5982\u679c\u6ca1\u6709\u5148\u8fdb\u7684\u5f52\u56e0\u5de5\u5177\uff0c\u51e0\u4e4e\u4e0d\u53ef\u80fd\u786e\u5b9a\u54ea\u4e9b\u63a5\u89e6\u70b9\u503c\u5f97\u4fe1\u8d56\u3002\u5b9d\u6d01\u9996\u5e2d\u54c1\u724c\u5b98 Mark Pritchard \u89e3\u91ca\u8bf4\uff1a\u201c\u5f52\u56e0\u662f\u73b0\u4ee3\u8425\u9500\u4f18\u5316\u7684\u57fa\u7840\u3002\u5982\u679c\u4e0d\u77e5\u9053\u4f60\u7684\u8425\u9500\u7b56\u7565\u4e2d\u54ea\u4e00\u534a\u6709\u6548\uff0c\u4f60\u5b9e\u9645\u4e0a\u5c31\u662f\u5728\u9ed1\u6697\u4e2d\u6478\u7d22\u3002\u201d \u8fd9\u4e00\u6311\u6218\u5f15\u53d1\u4e86\u5f52\u56e0\u6280\u672f\u89e3\u51b3\u65b9\u6848\u7684\u7206\u70b8\u5f0f\u589e\u957f\u3002\u4ece\u5e7f\u544a\u5e73\u53f0\u5185\u7f6e\u7684\u57fa\u672c\u5de5\u5177\u5230\u590d\u6742\u7684\u72ec\u7acb\u5f52\u56e0\u5e73\u53f0\uff0c\u8425\u9500\u4eba\u5458\u9762\u4e34\u7740\u7433\u7405\u6ee1\u76ee\u7684\u9009\u62e9\u3002\u6839\u636e Markets and Markets \u7684\u7814\u7a76\uff0c\u5230 2025 \u5e74\uff0c\u8425\u9500\u5f52\u56e0\u8f6f\u4ef6\u5e02\u573a\u89c4\u6a21\u9884\u8ba1\u5c06\u8fbe\u5230 146 \u4ebf\u7f8e\u5143\u3002\u7136\u800c\uff0c\u9009\u62e9\u5408\u9002\u7684\u5f52\u56e0\u5de5\u5177\u9700\u8981\u6743\u8861\u8bf8\u591a\u56e0\u7d20\u3002\u66f4\u590d\u6742\u7684\u5f52\u56e0\u901a\u5e38\u9700\u8981\u66f4\u9ad8\u7684\u6280\u672f\u4e13\u957f\u548c\u6295\u8d44\u3002GDPR \u548c CCPA \u7b49\u9690\u79c1\u6cd5\u89c4\u7684\u8ffd\u8e2a\u529f\u80fd\u4e5f\u66f4\u52a0\u590d\u6742\u3002\u800c\u7b2c\u4e09\u65b9 Cookie \u7684\u5f03\u7528\u6b63\u8feb\u4f7f\u5f52\u56e0\u65b9\u6cd5\u53d1\u751f\u6839\u672c\u6027\u53d8\u9769\u3002 HubSpot \u5e73\u53f0\u751f\u6001\u7cfb\u7edf\u526f\u603b\u88c1 Scott Brinker \u6307\u51fa\uff1a\u201c\u5f52\u56e0\u6280\u672f\u683c\u5c40\u4ece\u672a\u5982\u6b64\u590d\u6742\u3002\u8425\u9500\u4eba\u5458\u5fc5\u987b\u5728\u80fd\u529b\u9700\u6c42\u4e0e\u5b9e\u65bd\u590d\u6742\u6027\u3001\u6210\u672c\u9650\u5236\u548c\u4e0d\u65ad\u53d8\u5316\u7684\u9690\u79c1\u8003\u91cf\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u201d \u672c\u6587\u5bf9\u9886\u5148\u7684\u5f52\u56e0\u6280\u672f\u8fdb\u884c\u4e86\u5168\u9762\u6bd4\u8f83\uff0c\u63a2\u8ba8\u4e86\u5b83\u4eec\u7684\u4f18\u52bf\u3001\u5c40\u9650\u6027\u3001\u7406\u60f3\u7528\u4f8b\u548c\u5b9e\u65bd\u8003\u91cf\u3002\u901a\u8fc7\u5168\u9762\u4e86\u89e3\u5404\u79cd\u65b9\u6848\uff0c\u60a8\u5c06\u80fd\u591f\u9009\u62e9\u6700\u9002\u5408\u60a8\u7ec4\u7ec7\u7279\u5b9a\u9700\u6c42\u3001\u6280\u672f\u80fd\u529b\u548c\u9884\u7b97\u7ea6\u675f\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6211\u4eec\u5c06\u63a2\u8ba8\u7684\u521b\u65b0\u89e3\u51b3\u65b9\u6848\u5305\u62ec\uff1a\u00a0<a href=\"https:\/\/attrisight.com\/zh\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u89c6\u529b<\/a>\u5b83\u91c7\u7528\u72ec\u7279\u7684\u5f52\u56e0\u65b9\u6cd5\uff0c\u63d0\u4f9b\u51c6\u786e\u7684\u8425\u9500\u6d1e\u5bdf\uff0c\u540c\u65f6\u4fdd\u6301\u5f3a\u5927\u7684\u9690\u79c1\u6807\u51c6\u5e76\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u6570\u5b57\u8ddf\u8e2a\u8db3\u8ff9\u2014\u2014\u968f\u7740\u9690\u79c1\u6cd5\u89c4\u7684\u6536\u7d27\uff0c\u8fd9\u662f\u4e00\u4e2a\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u8003\u8651\u56e0\u7d20\u3002\n<h2 id=\"understanding-attribution-tool-categories\" tabindex=\"-1\" data-source-line=\"25-25\"><span class=\"ez-toc-section\" id=\"Understanding_Attribution_Tool_Categories\"><\/span>\u4e86\u89e3\u5f52\u56e0\u5de5\u5177\u7c7b\u522b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5728\u6bd4\u8f83\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6848\u4e4b\u524d\uff0c\u4e86\u89e3\u8425\u9500\u4eba\u5458\u53ef\u7528\u7684\u5f52\u56e0\u5de5\u5177\u7684\u4e3b\u8981\u7c7b\u522b\u4f1a\u5f88\u6709\u5e2e\u52a9\u3002\n<h3 id=\"built-in-platform-analytics\" tabindex=\"-1\" data-source-line=\"29-29\"><span class=\"ez-toc-section\" id=\"Built-in_Platform_Analytics\"><\/span>\u5185\u7f6e\u5e73\u53f0\u5206\u6790<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4e3b\u8981\u5e7f\u544a\u5e73\u53f0\u90fd\u63d0\u4f9b\u539f\u751f\u5f52\u56e0\u529f\u80fd\uff1a\n<ul data-source-line=\"33-37\">\n<li data-source-line=\"33-33\"><strong>\u8c37\u6b4c\u5206\u6790\/\u8c37\u6b4c\u5e7f\u544a<\/strong>\uff1aGoogle \u751f\u6001\u7cfb\u7edf\u5185\u7684\u5f52\u56e0\u62a5\u544a<\/li>\n<li data-source-line=\"34-34\"><strong>Facebook \u5f52\u56e0<\/strong>\uff1aFacebook \u5e7f\u544a\u6d4b\u91cf\u5de5\u5177<\/li>\n<li data-source-line=\"35-35\"><strong>Adobe Analytics<\/strong>\uff1aAdobe Experience Cloud \u4e2d\u7684\u5f52\u56e0\u529f\u80fd<\/li>\n<li data-source-line=\"36-37\"><strong>\u4e9a\u9a6c\u900a\u5f52\u56e0<\/strong>\uff1a\u4e9a\u9a6c\u900a\u5e7f\u544a\u53ca\u5176\u4ed6\u65b9\u9762\u7684\u8861\u91cf<\/li>\n<\/ul>\n\u8fd9\u4e9b\u5de5\u5177\u4e3b\u8981\u5728\u5176\u81ea\u8eab\u7684\u751f\u6001\u7cfb\u7edf\u5185\u63d0\u4f9b\u5f52\u56e0\u6d1e\u5bdf\uff0c\u5c3d\u7ba1\u8bb8\u591a\u5de5\u5177\u5df2\u6269\u5c55\u5230\u8ddf\u8e2a\u591a\u4e2a\u6e20\u9053\u7684\u6027\u80fd\u3002\n<h3 id=\"dedicated-attribution-platforms\" tabindex=\"-1\" data-source-line=\"40-40\"><span class=\"ez-toc-section\" id=\"Dedicated_Attribution_Platforms\"><\/span>\u4e13\u7528\u5f52\u56e0\u5e73\u53f0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u4e13\u6ce8\u4e8e\u5f52\u56e0\u7684\u4e13\u4e1a\u89e3\u51b3\u65b9\u6848\uff1a\n<ul data-source-line=\"44-49\">\n<li data-source-line=\"44-44\"><strong>\u89c6\u529b<\/strong>\uff1a\u4f7f\u7528\u9ad8\u7ea7\u5efa\u6a21\u800c\u975e\u5e7f\u6cdb\u7684\u8ddf\u8e2a\u6765\u5b9e\u73b0\u9690\u79c1\u4f18\u5148\u7684\u5f52\u56e0<\/li>\n<li data-source-line=\"45-45\"><strong>\u8bfa\u4f0a\u65af\u5854<\/strong>\uff1a\u4f01\u4e1a\u7ea7\u7edf\u4e00\u8425\u9500\u5f52\u5c5e<\/li>\n<li data-source-line=\"46-46\"><strong>\u6447\u6746\u7bb1<\/strong>\uff1a\u76f4\u63a5\u9762\u5411\u6d88\u8d39\u8005\u54c1\u724c\u7684\u591a\u70b9\u89e6\u63a7\u5f52\u56e0<\/li>\n<li data-source-line=\"47-47\"><strong>\u6d4b\u91cf<\/strong>\uff1a\u4e13\u6ce8\u4e8e\u589e\u91cf\u7684\u5f52\u56e0\u5e73\u53f0<\/li>\n<li data-source-line=\"48-49\"><strong>C3 \u6307\u6807<\/strong>\uff1a\u8de8\u6e20\u9053\u5f52\u56e0\u89e3\u51b3\u65b9\u6848<\/li>\n<\/ul>\n\u8fd9\u4e9b\u5e73\u53f0\u901a\u5e38\u63d0\u4f9b\u66f4\u590d\u6742\u7684\u5f52\u56e0\u529f\u80fd\uff0c\u4f46\u9700\u8981\u5355\u72ec\u5b9e\u65bd\u548c\u6295\u8d44\u3002\n<h3 id=\"marketing-analytics-suites\" tabindex=\"-1\" data-source-line=\"52-52\"><span class=\"ez-toc-section\" id=\"Marketing_Analytics_Suites\"><\/span>\u8425\u9500\u5206\u6790\u5957\u4ef6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5177\u6709\u5f52\u56e0\u7ec4\u4ef6\u7684\u66f4\u5e7f\u6cdb\u7684\u5206\u6790\u5e73\u53f0\uff1a\n<ul data-source-line=\"56-61\">\n<li data-source-line=\"56-56\"><strong>\u632f\u5e45<\/strong>\uff1a\u5177\u6709\u8425\u9500\u5f52\u56e0\u529f\u80fd\u7684\u4ea7\u54c1\u5206\u6790<\/li>\n<li data-source-line=\"57-57\"><strong>Mixpanel<\/strong>\uff1a\u5177\u6709\u5f52\u56e0\u529f\u80fd\u7684\u7528\u6237\u5206\u6790\u5e73\u53f0<\/li>\n<li data-source-line=\"58-58\"><strong>AppsFlyer<\/strong>\uff1a\u79fb\u52a8\u5f52\u56e0\u548c\u5206\u6790\u5e73\u53f0<\/li>\n<li data-source-line=\"59-59\"><strong>\u8c03\u6574<\/strong>\uff1a\u79fb\u52a8\u5e94\u7528\u5f52\u56e0\u548c\u5206\u6790<\/li>\n<li data-source-line=\"60-61\"><strong>\u5206\u652f<\/strong>\uff1a\u79fb\u52a8\u6d4b\u91cf\u548c\u6df1\u5ea6\u94fe\u63a5\u5e73\u53f0<\/li>\n<\/ul>\n\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u5c06\u5f52\u56e0\u4f5c\u4e3a\u66f4\u5e7f\u6cdb\u7684\u5206\u6790\u4ea7\u54c1\u7684\u4e00\u90e8\u5206\uff0c\u901a\u5e38\u4ee5\u7279\u5b9a\u7684\u6e20\u9053\u6216\u8bbe\u5907\u4e3a\u91cd\u70b9\u3002\n<h3 id=\"customer-data-platforms-(cdps)\" tabindex=\"-1\" data-source-line=\"64-64\"><span class=\"ez-toc-section\" id=\"Customer_Data_Platforms_CDPs\"><\/span>\u5ba2\u6237\u6570\u636e\u5e73\u53f0\uff08CDP\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5177\u6709\u5f52\u56e0\u7ec4\u4ef6\u7684\u6570\u636e\u7edf\u4e00\u5e73\u53f0\uff1a\n<ul data-source-line=\"68-73\">\n<li data-source-line=\"68-68\"><strong>\u90e8\u5206<\/strong>\uff1a\u5177\u6709\u65c5\u7a0b\u5206\u6790\u529f\u80fd\u7684\u5ba2\u6237\u6570\u636e\u57fa\u7840\u8bbe\u65bd<\/li>\n<li data-source-line=\"69-69\"><strong>Tealium<\/strong>\uff1a\u5177\u6709\u5f52\u56e0\u529f\u80fd\u7684\u4f01\u4e1a CDP<\/li>\n<li data-source-line=\"70-70\"><strong>\u5e03\u9c81\u59c6\u91cc\u5947<\/strong>\uff1a\u5ba2\u6237\u6570\u636e\u548c\u4f53\u9a8c\u5e73\u53f0<\/li>\n<li data-source-line=\"71-71\"><strong>mParticle<\/strong>\uff1a\u79fb\u52a8\u548c\u7f51\u7edc\u5ba2\u6237\u6570\u636e\u57fa\u7840\u8bbe\u65bd<\/li>\n<li data-source-line=\"72-73\"><strong>\u6eb6\u89e3\u5242<\/strong>\uff1a\u5177\u6709\u8425\u9500\u6fc0\u6d3b\u529f\u80fd\u7684 CDP<\/li>\n<\/ul>\n\u8fd9\u4e9b\u5e73\u53f0\u4e3b\u8981\u81f4\u529b\u4e8e\u7edf\u4e00\u5ba2\u6237\u6570\u636e\uff0c\u4f46\u8d8a\u6765\u8d8a\u591a\u5730\u63d0\u4f9b\u5f52\u56e0\u4f5c\u4e3a\u5176\u529f\u80fd\u7684\u4e00\u90e8\u5206\u3002\n<h3 id=\"custom-built-solutions\" tabindex=\"-1\" data-source-line=\"76-76\"><span class=\"ez-toc-section\" id=\"Custom-Built_Solutions\"><\/span>\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5177\u6709\u7279\u5b9a\u8981\u6c42\u548c\u6280\u672f\u8d44\u6e90\u7684\u7ec4\u7ec7\u6709\u65f6\u4f1a\u6784\u5efa\u81ea\u5b9a\u4e49\u5f52\u56e0\uff1a\n<ul data-source-line=\"80-84\">\n<li data-source-line=\"80-80\"><strong>\u6570\u636e\u4ed3\u5e93\u5b9e\u65bd<\/strong>\uff1a\u4f7f\u7528 BigQuery\u3001Snowflake \u7b49\u3002<\/li>\n<li data-source-line=\"81-81\"><strong>BI\u5de5\u5177\u5efa\u6a21<\/strong>\uff1a\u5728 Tableau\u3001Looker \u7b49\u4e2d\u521b\u5efa\u5f52\u56e0\u6a21\u578b\u3002<\/li>\n<li data-source-line=\"82-82\"><strong>\u8425\u9500\u6570\u636e\u6e56<\/strong>\uff1a\u8425\u9500\u6570\u636e\u7684\u96c6\u4e2d\u5b58\u50a8\u5e93<\/li>\n<li data-source-line=\"83-84\"><strong>\u5f00\u6e90\u6846\u67b6<\/strong>\uff1a\u57fa\u4e8e\u73b0\u6709\u7684\u5f00\u6e90\u5f52\u56e0\u5de5\u5177<\/li>\n<\/ul>\n\u8fd9\u4e9b\u65b9\u6cd5\u63d0\u4f9b\u4e86\u6700\u5927\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u9700\u8981\u5927\u91cf\u7684\u6280\u672f\u4e13\u957f\u548c\u8d44\u6e90\u3002\n<h2 id=\"key-factors-for-comparison\" tabindex=\"-1\" data-source-line=\"87-87\"><span class=\"ez-toc-section\" id=\"Key_Factors_for_Comparison\"><\/span>\u6bd4\u8f83\u7684\u5173\u952e\u56e0\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5728\u8bc4\u4f30\u5f52\u56e0\u5de5\u5177\u65f6\uff0c\u5e94\u9075\u5faa\u4ee5\u4e0b\u51e0\u4e2a\u56e0\u7d20\u6765\u6307\u5bfc\u60a8\u7684\u51b3\u7b56\u8fc7\u7a0b\uff1a\n<h3 id=\"core-functionality\" tabindex=\"-1\" data-source-line=\"91-91\"><span class=\"ez-toc-section\" id=\"Core_Functionality\"><\/span>\u6838\u5fc3\u529f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u51b3\u5b9a\u5de5\u5177\u53ef\u4ee5\u6d4b\u91cf\u4ec0\u4e48\u7684\u57fa\u672c\u80fd\u529b\uff1a\n<ul data-source-line=\"95-100\">\n<li data-source-line=\"95-95\"><strong>\u652f\u6301\u7684\u5f52\u56e0\u6a21\u578b<\/strong>\uff1a\u9996\u6b21\u89e6\u6478\u3001\u6700\u540e\u4e00\u6b21\u89e6\u6478\u3001\u591a\u70b9\u89e6\u6478\u3001\u6570\u636e\u9a71\u52a8\u7b49\u3002<\/li>\n<li data-source-line=\"96-96\"><strong>\u6e20\u9053\u8986\u76d6<\/strong>\uff1a\u8be5\u5de5\u5177\u53ef\u4ee5\u5206\u6790\u54ea\u4e9b\u8425\u9500\u6e20\u9053<\/li>\n<li data-source-line=\"97-97\"><strong>\u5728\u7ebf\/\u79bb\u7ebf\u8fde\u63a5<\/strong>\uff1a\u8fde\u63a5\u6570\u5b57\u548c\u7269\u7406\u63a5\u89e6\u70b9\u7684\u80fd\u529b<\/li>\n<li data-source-line=\"98-98\"><strong>\u5ba2\u6237\u65c5\u7a0b\u53ef\u89c1\u6027<\/strong>\uff1a\u6df1\u5165\u4e86\u89e3\u6574\u4e2a\u5ba2\u6237\u65c5\u7a0b<\/li>\n<li data-source-line=\"99-100\"><strong>\u589e\u91cf\u6d4b\u91cf<\/strong>\uff1a\u80fd\u591f\u8861\u91cf\u771f\u6b63\u7684\u589e\u91cf\u5f71\u54cd<\/li>\n<\/ul>\n<h3 id=\"technical-considerations\" tabindex=\"-1\" data-source-line=\"101-101\"><span class=\"ez-toc-section\" id=\"Technical_Considerations\"><\/span>\u6280\u672f\u8003\u8651<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5b9e\u65bd\u548c\u6574\u5408\u56e0\u7d20\uff1a\n<ul data-source-line=\"105-110\">\n<li data-source-line=\"105-105\"><strong>\u5b9e\u65bd\u590d\u6742\u6027<\/strong>\uff1a\u8be5\u5de5\u5177\u7684\u8bbe\u7f6e\u548c\u7ef4\u62a4\u96be\u5ea6<\/li>\n<li data-source-line=\"106-106\"><strong>\u6570\u636e\u8981\u6c42<\/strong>\uff1a\u5fc5\u987b\u6536\u96c6\u54ea\u4e9b\u6570\u636e\u4ee5\u53ca\u5982\u4f55\u6536\u96c6<\/li>\n<li data-source-line=\"107-107\"><strong>\u96c6\u6210\u80fd\u529b<\/strong>\uff1a\u8be5\u5de5\u5177\u4e0e\u73b0\u6709\u7cfb\u7edf\u7684\u8fde\u63a5\u60c5\u51b5<\/li>\n<li data-source-line=\"108-108\"><strong>\u81ea\u5b9a\u4e49\u9009\u9879<\/strong>\uff1a\u7075\u6d3b\u9002\u5e94\u7279\u5b9a\u4e1a\u52a1\u9700\u6c42<\/li>\n<li data-source-line=\"109-110\"><strong>\u9700\u8981\u6280\u672f\u4e13\u4e1a\u77e5\u8bc6<\/strong>\uff1a\u6240\u9700\u7684\u6280\u672f\u77e5\u8bc6\u6c34\u5e73<\/li>\n<\/ul>\n<h3 id=\"privacy-and-compliance\" tabindex=\"-1\" data-source-line=\"111-111\"><span class=\"ez-toc-section\" id=\"Privacy_and_Compliance\"><\/span>\u9690\u79c1\u4e0e\u5408\u89c4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5728\u5f53\u4eca\u7684\u76d1\u7ba1\u73af\u5883\u4e2d\uff0c\u4ee5\u4e0b\u56e0\u7d20\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\uff1a\n<ul data-source-line=\"115-120\">\n<li data-source-line=\"115-115\"><strong>Cookie \u4f9d\u8d56<\/strong>\uff1a\u4f9d\u8d56\u7b2c\u4e09\u65b9 Cookie \u548c\u8ddf\u8e2a<\/li>\n<li data-source-line=\"116-116\"><strong>\u9690\u79c1\u8bbe\u8ba1\u529f\u80fd<\/strong>\uff1a\u5185\u7f6e\u9690\u79c1\u4fdd\u62a4\u529f\u80fd<\/li>\n<li data-source-line=\"117-117\"><strong>GDPR\/CCPA \u5408\u89c4\u6027<\/strong>\uff1a\u9075\u5b88\u4e3b\u8981\u9690\u79c1\u6cd5\u89c4<\/li>\n<li data-source-line=\"118-118\"><strong>\u540c\u610f\u7ba1\u7406<\/strong>\uff1a\u5982\u4f55\u5904\u7406\u7528\u6237\u540c\u610f<\/li>\n<li data-source-line=\"119-120\"><strong>\u6570\u636e\u6cbb\u7406<\/strong>\uff1a\u6570\u636e\u4fdd\u62a4\u548c\u7ba1\u7406\u7684\u63a7\u5236<\/li>\n<\/ul>\n<h3 id=\"business-factors\" tabindex=\"-1\" data-source-line=\"121-121\"><span class=\"ez-toc-section\" id=\"Business_Factors\"><\/span>\u5546\u4e1a\u56e0\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5b9e\u9645\u5546\u4e1a\u8003\u8651\uff1a\n<ul data-source-line=\"125-130\">\n<li data-source-line=\"125-125\"><strong>\u5b9a\u4ef7\u6a21\u578b<\/strong>\uff1a\u6210\u672c\u7ed3\u6784\u548c\u53ef\u9884\u6d4b\u6027<\/li>\n<li data-source-line=\"126-126\"><strong>\u53ef\u6269\u5c55\u6027<\/strong>: \u80fd\u591f\u4e0e\u60a8\u7684\u4e1a\u52a1\u5171\u540c\u6210\u957f<\/li>\n<li data-source-line=\"127-127\"><strong>\u652f\u6301\u548c\u670d\u52a1<\/strong>\uff1a\u5b9e\u65bd\u671f\u95f4\u548c\u5b9e\u65bd\u540e\u53ef\u83b7\u5f97\u7684\u5e2e\u52a9<\/li>\n<li data-source-line=\"128-128\"><strong>\u4f9b\u5e94\u5546\u7a33\u5b9a\u6027<\/strong>\uff1a\u516c\u53f8\u5386\u53f2\u548c\u8d22\u52a1\u524d\u666f<\/li>\n<li data-source-line=\"129-130\"><strong>\u884c\u4e1a\u4e13\u4e1a\u77e5\u8bc6<\/strong>: \u60a8\u6240\u5728\u7279\u5b9a\u884c\u4e1a\u7684\u76f8\u5173\u7ecf\u9a8c<\/li>\n<\/ul>\n<h2 id=\"detailed-tool-comparison\" tabindex=\"-1\" data-source-line=\"131-131\"><span class=\"ez-toc-section\" id=\"Detailed_Tool_Comparison\"><\/span>\u8be6\u7ec6\u5de5\u5177\u6bd4\u8f83<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u4e0b\u8868\u5bf9\u9886\u5148\u7684\u5f52\u56e0\u5de5\u5177\u5728\u5173\u952e\u56e0\u7d20\u65b9\u9762\u7684\u8fdb\u884c\u4e86\u5168\u9762\u6bd4\u8f83\uff1a\n<table data-source-line=\"135-144\">\n<thead data-source-line=\"135-135\">\n<tr data-source-line=\"135-135\">\n<th>\u5de5\u5177<\/th>\n<th>\u6700\u9002\u5408<\/th>\n<th>\u5f52\u56e0\u6a21\u578b<\/th>\n<th>\u9690\u79c1\u65b9\u6cd5<\/th>\n<th>\u5b9e\u65bd\u590d\u6742\u6027<\/th>\n<th>\u4ef7\u683c\u8303\u56f4<\/th>\n<\/tr>\n<\/thead>\n<tbody data-source-line=\"137-144\">\n<tr data-source-line=\"137-137\">\n<td><strong>\u89c6\u529b<\/strong><\/td>\n<td>\u7ec4\u7ec7\u4f18\u5148\u8003\u8651\u9690\u79c1\uff0c\u540c\u65f6\u9700\u8981\u590d\u6742\u7684\u5f52\u56e0<\/td>\n<td>\u591a\u79cd\u6a21\u578b\uff0c\u5305\u62ec\u65e0\u9700\u5e7f\u6cdb\u8ddf\u8e2a\u7684\u6570\u636e\u9a71\u52a8\u6a21\u578b<\/td>\n<td>\u9690\u79c1\u4f18\u5148\uff0c\u5c3d\u91cf\u51cf\u5c11\u8ddf\u8e2a\u8db3\u8ff9<\/td>\n<td>\u4e2d\u7b49\uff083-5\u5468\uff09<\/td>\n<td>$-$$<\/td>\n<\/tr>\n<tr data-source-line=\"138-138\">\n<td><strong>Google Analytics 4<\/strong><\/td>\n<td>\u5927\u91cf\u6295\u8d44\u4e8e Google \u751f\u6001\u7cfb\u7edf\u7684\u7ec4\u7ec7<\/td>\n<td>\u7b2c\u4e00\u4e2a\u3001\u6700\u540e\u4e00\u4e2a\u3001\u57fa\u4e8e\u4f4d\u7f6e\u3001\u6570\u636e\u9a71\u52a8<\/td>\n<td>\u4f9d\u8d56 Cookie\uff0c\u5177\u6709\u4e00\u4e9b\u9690\u79c1\u529f\u80fd<\/td>\n<td>\u4f4e\u81f3\u4e2d\u7b49\uff081-3\u5468\uff09<\/td>\n<td>\u514d\u8d39-$$<\/td>\n<\/tr>\n<tr data-source-line=\"139-139\">\n<td><strong>Adobe Analytics<\/strong><\/td>\n<td>\u62e5\u6709\u73b0\u6709 Adobe Stack \u7684\u4f01\u4e1a\u7ec4\u7ec7<\/td>\n<td>\u591a\u79cd\u57fa\u4e8e\u89c4\u5219\u548c\u7b97\u6cd5\u7684\u6a21\u578b<\/td>\n<td>\u5177\u6709\u9690\u79c1\u529f\u80fd\u7684\u4f20\u7edf\u8ddf\u8e2a<\/td>\n<td>\u9ad8\uff084-8\u5468\uff09<\/td>\n<td>$-$<\/td>\n<\/tr>\n<tr data-source-line=\"140-140\">\n<td><strong>\u8bfa\u4f0a\u65af\u5854<\/strong><\/td>\n<td>\u9700\u8981\u5168\u9762\u8de8\u6e20\u9053\u5f52\u56e0\u7684\u5927\u578b\u4f01\u4e1a<\/td>\n<td>\u5148\u8fdb\u7684\u591a\u70b9\u89e6\u63a7\u548c MMM \u96c6\u6210<\/td>\n<td>\u4f20\u7edf\u65b9\u6cd5\u4e0e\u9690\u79c1\u5408\u89c4\u6027<\/td>\n<td>\u9ad8\uff086-12\u5468\uff09<\/td>\n<td>$<\/td>\n<\/tr>\n<tr data-source-line=\"141-141\">\n<td><strong>Mixpanel<\/strong><\/td>\n<td>\u4e13\u6ce8\u4e8e\u7528\u6237\u884c\u4e3a\u7684\u4ea7\u54c1\u4e3b\u5bfc\u578b\u516c\u53f8<\/td>\n<td>\u7b2c\u4e00\u4e2a\u3001\u6700\u540e\u4e00\u4e2a\u548c\u7ebf\u6027\u5f52\u56e0<\/td>\n<td>\u4e13\u6ce8\u4e8e\u7b2c\u4e00\u65b9\u9690\u79c1\u9009\u9879<\/td>\n<td>\u4e2d\u7b49\uff082-4\u5468\uff09<\/td>\n<td>\u2212\u2212$$<\/td>\n<\/tr>\n<tr data-source-line=\"142-142\">\n<td><strong>AppsFlyer<\/strong><\/td>\n<td>\u4ee5\u79fb\u52a8\u5e94\u7528\u4e3a\u4e2d\u5fc3\u7684\u4f01\u4e1a<\/td>\n<td>\u591a\u79cd\u5305\u62ec\u6570\u636e\u9a71\u52a8<\/td>\n<td>\u57fa\u4e8e\u79fb\u52a8ID\u7684\u9690\u79c1\u529f\u80fd<\/td>\n<td>\u4f4e\u81f3\u4e2d\u7b49\uff082-4\u5468\uff09<\/td>\n<td>\u2212\u2212$$<\/td>\n<\/tr>\n<tr data-source-line=\"143-143\">\n<td><strong>\u90e8\u5206<\/strong><\/td>\n<td>\u9700\u8981\u7edf\u4e00\u5ba2\u6237\u6570\u636e\u7684\u7ec4\u7ec7<\/td>\n<td>\u65c5\u7a0b\u5206\u6790\u7684\u57fa\u672c\u5f52\u56e0<\/td>\n<td>\u5177\u6709\u540c\u610f\u9009\u9879\u7684\u7b2c\u4e00\u65b9\u6570\u636e<\/td>\n<td>\u4e2d\u7b49\u81f3\u9ad8\u7b49\uff083-6\u5468\uff09<\/td>\n<td>$-$<\/td>\n<\/tr>\n<tr data-source-line=\"144-144\">\n<td><strong>\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<\/strong><\/td>\n<td>\u5177\u6709\u72ec\u7279\u8981\u6c42\u548c\u6280\u672f\u8d44\u6e90\u7684\u7ec4\u7ec7<\/td>\n<td>\u5b8c\u5168\u53ef\u5b9a\u5236<\/td>\n<td>\u5b8c\u5168\u53ef\u5b9a\u5236\u7684\u9690\u79c1\u65b9\u6cd5<\/td>\n<td>\u975e\u5e38\u9ad8\uff088-16+\u5468\uff09<\/td>\n<td>$-$<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"pricing-key%3A\" tabindex=\"-1\" data-source-line=\"146-146\"><span class=\"ez-toc-section\" id=\"Pricing_Key\"><\/span>\u5b9a\u4ef7\u5173\u952e\uff1a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n$ = \u4f4e\u4e8e $10K\/\u5e74 $$ = $10K-$50K\/\u5e74 $ = $50K-$100K\/\u5e74\n\n\n<p>= $100K-$250K\/\u5e74<\/p>\n<p>&nbsp;<\/p>\n<section>$<\/section>\n<h2 id=\"detailed-feature-analysis\" tabindex=\"-1\" data-source-line=\"157-157\"><span class=\"ez-toc-section\" id=\"Detailed_Feature_Analysis\"><\/span>\u8be6\u7ec6\u7279\u5f81\u5206\u6790<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u9664\u4e86\u57fa\u672c\u6bd4\u8f83\u4e4b\u5916\uff0c\u67d0\u4e9b\u529f\u80fd\u96c6\u503c\u5f97\u66f4\u6df1\u5165\u7684\u7814\u7a76\uff1a\n<h3 id=\"attribution-modeling-capabilities\" tabindex=\"-1\" data-source-line=\"161-161\"><span class=\"ez-toc-section\" id=\"Attribution_Modeling_Capabilities\"><\/span>\u5f52\u56e0\u5efa\u6a21\u529f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table data-source-line=\"163-172\">\n<thead data-source-line=\"163-163\">\n<tr data-source-line=\"163-163\">\n<th>\u5de5\u5177<\/th>\n<th>\u57fa\u672c\u6a21\u578b\uff08\u540d\/\u59d3\uff09<\/th>\n<th>\u591a\u70b9\u89e6\u63a7\u6a21\u578b<\/th>\n<th>\u7b97\u6cd5\/\u6570\u636e\u9a71\u52a8<\/th>\n<th>\u81ea\u5b9a\u4e49\u6a21\u578b\u521b\u5efa<\/th>\n<th>\u589e\u91cf\u6d4b\u8bd5<\/th>\n<\/tr>\n<\/thead>\n<tbody data-source-line=\"165-172\">\n<tr data-source-line=\"165-165\">\n<td><strong>\u89c6\u529b<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"166-166\">\n<td><strong>Google Analytics 4<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"167-167\">\n<td><strong>Adobe Analytics<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"168-168\">\n<td><strong>\u8bfa\u4f0a\u65af\u5854<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"169-169\">\n<td><strong>Mixpanel<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2717<\/td>\n<\/tr>\n<tr data-source-line=\"170-170\">\n<td><strong>AppsFlyer<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"171-171\">\n<td><strong>\u90e8\u5206<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2717<\/td>\n<td>\u2713<\/td>\n<td>\u2717<\/td>\n<\/tr>\n<tr data-source-line=\"172-172\">\n<td><strong>\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"channel-coverage\" tabindex=\"-1\" data-source-line=\"174-174\"><span class=\"ez-toc-section\" id=\"Channel_Coverage\"><\/span>\u9891\u9053\u8986\u76d6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table data-source-line=\"176-185\">\n<thead data-source-line=\"176-176\">\n<tr data-source-line=\"176-176\">\n<th>\u5de5\u5177<\/th>\n<th>\u6570\u5b57\u5e7f\u544a<\/th>\n<th>\u793e\u4ea4\u5a92\u4f53<\/th>\n<th>\u7535\u5b50\u90ae\u4ef6<\/th>\n<th>\u5185\u5bb9\/\u641c\u7d22\u5f15\u64ce\u4f18\u5316<\/th>\n<th>\u79fb\u52a8\u5e94\u7528\u7a0b\u5e8f<\/th>\n<th>\u7ebf\u4e0b\u5a92\u4f53<\/th>\n<th>\u5e97\u5185<\/th>\n<\/tr>\n<\/thead>\n<tbody data-source-line=\"178-185\">\n<tr data-source-line=\"178-178\">\n<td><strong>\u89c6\u529b<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"179-179\">\n<td><strong>Google Analytics 4<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"180-180\">\n<td><strong>Adobe Analytics<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"181-181\">\n<td><strong>\u8bfa\u4f0a\u65af\u5854<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"182-182\">\n<td><strong>Mixpanel<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2717<\/td>\n<td>\u2717<\/td>\n<\/tr>\n<tr data-source-line=\"183-183\">\n<td><strong>AppsFlyer<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2717<\/td>\n<td>\u2717<\/td>\n<\/tr>\n<tr data-source-line=\"184-184\">\n<td><strong>\u90e8\u5206<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"185-185\">\n<td><strong>\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"privacy-and-data-capabilities\" tabindex=\"-1\" data-source-line=\"187-187\"><span class=\"ez-toc-section\" id=\"Privacy_and_Data_Capabilities\"><\/span>\u9690\u79c1\u548c\u6570\u636e\u529f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table data-source-line=\"189-198\">\n<thead data-source-line=\"189-189\">\n<tr data-source-line=\"189-189\">\n<th>\u5de5\u5177<\/th>\n<th>Cookie \u72ec\u7acb\u6027<\/th>\n<th>\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a<\/th>\n<th>\u540c\u610f\u7ba1\u7406<\/th>\n<th>\u9690\u79c1\u8bbe\u8ba1<\/th>\n<th>\u7b2c\u4e00\u65b9\u7126\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody data-source-line=\"191-198\">\n<tr data-source-line=\"191-191\">\n<td><strong>\u89c6\u529b<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"192-192\">\n<td><strong>Google Analytics 4<\/strong><\/td>\n<td>\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"193-193\">\n<td><strong>Adobe Analytics<\/strong><\/td>\n<td>\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"194-194\">\n<td><strong>\u8bfa\u4f0a\u65af\u5854<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"195-195\">\n<td><strong>Mixpanel<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"196-196\">\n<td><strong>AppsFlyer<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"197-197\">\n<td><strong>\u90e8\u5206<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"198-198\">\n<td><strong>\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"reporting-and-insight-capabilities\" tabindex=\"-1\" data-source-line=\"200-200\"><span class=\"ez-toc-section\" id=\"Reporting_and_Insight_Capabilities\"><\/span>\u62a5\u544a\u548c\u6d1e\u5bdf\u80fd\u529b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table data-source-line=\"202-211\">\n<thead data-source-line=\"202-202\">\n<tr data-source-line=\"202-202\">\n<th>\u5de5\u5177<\/th>\n<th>\u6807\u51c6\u62a5\u544a<\/th>\n<th>\u81ea\u5b9a\u4e49\u4eea\u8868\u677f<\/th>\n<th>\u6570\u636e\u53ef\u89c6\u5316<\/th>\n<th>\u6d1e\u5bdf\u751f\u6210<\/th>\n<th>\u4f18\u5316\u5efa\u8bae<\/th>\n<\/tr>\n<\/thead>\n<tbody data-source-line=\"204-211\">\n<tr data-source-line=\"204-204\">\n<td><strong>\u89c6\u529b<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"205-205\">\n<td><strong>Google Analytics 4<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"206-206\">\n<td><strong>Adobe Analytics<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"207-207\">\n<td><strong>\u8bfa\u4f0a\u65af\u5854<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"208-208\">\n<td><strong>Mixpanel<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"209-209\">\n<td><strong>AppsFlyer<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"210-210\">\n<td><strong>\u90e8\u5206<\/strong><\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713\u2713<\/td>\n<td>\u2713<\/td>\n<td>\u2713<\/td>\n<\/tr>\n<tr data-source-line=\"211-211\">\n<td><strong>\u5b9a\u5236\u89e3\u51b3\u65b9\u6848<\/strong><\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<td>\u2713\u2713\u2713<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"use-case-analysis%3A-matching-tools-to-business-needs\" tabindex=\"-1\" data-source-line=\"213-213\"><span class=\"ez-toc-section\" id=\"Use_Case_Analysis_Matching_Tools_to_Business_Needs\"><\/span>\u7528\u4f8b\u5206\u6790\uff1a\u5c06\u5de5\u5177\u4e0e\u4e1a\u52a1\u9700\u6c42\u76f8\u5339\u914d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u4e0d\u540c\u7684\u5f52\u56e0\u5de5\u5177\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u4e1a\u52a1\u573a\u666f\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u5f52\u56e0\u5de5\u5177\u7684\u5339\u914d\u6307\u5357\uff1a\n<h3 id=\"e-commerce-and-direct-to-consumer\" tabindex=\"-1\" data-source-line=\"217-217\"><span class=\"ez-toc-section\" id=\"E-commerce_and_Direct-to-Consumer\"><\/span>\u7535\u5b50\u5546\u52a1\u548c\u76f4\u63a5\u9762\u5411\u6d88\u8d39\u8005<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u5173\u952e\u8981\u6c42\uff1a<\/strong>\n<ul data-source-line=\"220-224\">\n<li data-source-line=\"220-220\">\u8be6\u7ec6\u7684\u8d2d\u4e70\u8def\u5f84\u5f52\u56e0<\/li>\n<li data-source-line=\"221-221\">\u5e7f\u544a\u6e20\u9053\u6295\u8d44\u56de\u62a5\u7387 (ROI) \u8861\u91cf<\/li>\n<li data-source-line=\"222-222\">\u4ea7\u54c1\u7ea7\u5f52\u56e0\u6d1e\u5bdf<\/li>\n<li data-source-line=\"223-224\">\u4e0e\u8d2d\u7269\u5e73\u53f0\u6574\u5408<\/li>\n<\/ul>\n<strong>\u6700\u9002\u5408\u7684\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\n<ol data-source-line=\"226-229\">\n<li data-source-line=\"226-226\"><strong>\u89c6\u529b<\/strong>\uff1a\u975e\u5e38\u9002\u5408\u5173\u6ce8\u9690\u79c1\u4e14\u9700\u8981\u590d\u6742\u7684\u591a\u70b9\u89e6\u63a7\u6d1e\u5bdf\u7684\u54c1\u724c<\/li>\n<li data-source-line=\"227-227\"><strong>Google Analytics 4 + \u589e\u5f3a\u578b\u7535\u5b50\u5546\u52a1<\/strong>\uff1a\u9002\u5408\u4e3b\u8981\u8fdb\u884c\u6570\u5b57\u91c7\u96c6\u7684\u4e2d\u5c0f\u4f01\u4e1a<\/li>\n<li data-source-line=\"228-229\"><strong>\u6447\u6746\u7bb1<\/strong>\uff1a\u975e\u5e38\u9002\u5408\u62e5\u6709\u5927\u91cf\u8425\u9500\u6295\u8d44\u7684DTC\u54c1\u724c<\/li>\n<\/ol>\n<strong>\u793a\u4f8b\u5b9e\u73b0\uff1a<\/strong>\u00a0\u4e00\u5bb6\u670d\u88c5\u96f6\u552e\u5546\u5b9e\u65bd\u4e86 Attrisight \u7684\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u4e86\u89e3\u5176\u6db5\u76d6\u793e\u4ea4\u5a92\u4f53\u3001\u7f51\u7ea2\u8425\u9500\u3001\u7535\u5b50\u90ae\u4ef6\u548c\u4ed8\u8d39\u641c\u7d22\u7b49\u590d\u6742\u5ba2\u6237\u65c5\u7a0b\u3002\u901a\u8fc7\u5b9e\u65bd\u4e0d\u4f9d\u8d56\u7b2c\u4e09\u65b9 Cookie \u7684\u9690\u79c1\u4f18\u5148\u5f52\u56e0\uff0c\u4ed6\u4eec\u5728\u4fdd\u6301\u5408\u89c4\u6027\u7684\u540c\u65f6\u83b7\u5f97\u4e86\u6d1e\u5bdf\uff0c\u5c06 ROAS \u63d0\u9ad8\u4e86 38%\uff0c\u5e76\u8bc6\u522b\u51fa\u6f0f\u6597\u4e2d\u90e8\u4e4b\u524d\u88ab\u4f4e\u4f30\u4f46\u5bf9\u8f6c\u5316\u81f3\u5173\u91cd\u8981\u7684\u63a5\u89e6\u70b9\u3002\n<h3 id=\"b2b-and-enterprise\" tabindex=\"-1\" data-source-line=\"233-233\"><span class=\"ez-toc-section\" id=\"B2B_and_Enterprise\"><\/span>B2B \u548c\u4f01\u4e1a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u5173\u952e\u8981\u6c42\uff1a<\/strong>\n<ul data-source-line=\"236-240\">\n<li data-source-line=\"236-236\">\u957f\u9500\u552e\u5468\u671f\u5f52\u56e0<\/li>\n<li data-source-line=\"237-237\">\u7ebf\u4e0a\u7ebf\u4e0b\u8fde\u63a5<\/li>\n<li data-source-line=\"238-238\">\u57fa\u4e8e\u8d26\u6237\u7684\u8425\u9500\u8861\u91cf<\/li>\n<li data-source-line=\"239-240\">CRM \u96c6\u6210\uff0c\u5b9e\u73b0\u95ed\u73af\u62a5\u544a<\/li>\n<\/ul>\n<strong>\u6700\u9002\u5408\u7684\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\n<ol data-source-line=\"242-245\">\n<li data-source-line=\"242-242\"><strong>\u8bfa\u4f0a\u65af\u5854<\/strong>\uff1a\u9488\u5bf9\u590d\u6742\u591a\u6e20\u9053\u65c5\u7a0b\u7684\u7efc\u5408\u4f01\u4e1a\u89e3\u51b3\u65b9\u6848<\/li>\n<li data-source-line=\"243-243\"><strong>Adobe Analytics + Marketo<\/strong>\uff1a\u5bf9\u4e8e Adobe \u751f\u6001\u7cfb\u7edf\u4e2d\u7684\u7ec4\u7ec7\u6765\u8bf4\u975e\u5e38\u5f3a\u5927<\/li>\n<li data-source-line=\"244-245\"><strong>\u5b9a\u5236\u6570\u636e\u4ed3\u5e93\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u9002\u7528\u4e8e\u5177\u6709\u7279\u5b9a\u8981\u6c42\u548c\u6280\u672f\u8d44\u6e90\u7684\u7ec4\u7ec7<\/li>\n<\/ol>\n<strong>\u793a\u4f8b\u5b9e\u73b0\uff1a<\/strong>\u00a0\u4e00\u5bb6\u9500\u552e\u5468\u671f\u4e3a 9 \u4e2a\u6708\u7684 B2B \u79d1\u6280\u516c\u53f8\u5b9e\u65bd\u4e86\u4e00\u5957\u57fa\u4e8e Snowflake \u548c Tableau \u6784\u5efa\u7684\u590d\u6742\u81ea\u5b9a\u4e49\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u8ba9\u4ed6\u4eec\u80fd\u591f\u5c06\u65e9\u671f\u7684\u8425\u9500\u63a5\u89e6\u70b9\u4e0e\u6700\u7ec8\u7684\u9500\u552e\u56e2\u961f\u6d3b\u52a8\u548c\u6210\u4ea4\u4e8b\u4ef6\u8054\u7cfb\u8d77\u6765\u3002\u5b9e\u65bd\u7ed3\u679c\u8868\u660e\uff0c\u5728\u8d2d\u4e70\u524d 6 \u4e2a\u6708\u4ee5\u4e0a\u6d88\u8d39\u7684\u601d\u60f3\u9886\u5bfc\u529b\u5185\u5bb9\u4fc3\u6210\u4e86 42% \u7684\u6700\u7ec8\u6210\u529f\u4ea4\u6613\uff0c\u4ece\u800c\u589e\u52a0\u4e86\u5185\u5bb9\u8425\u9500\u7684\u6295\u8d44\u3002\n<h3 id=\"mobile-app-focused-businesses\" tabindex=\"-1\" data-source-line=\"249-249\"><span class=\"ez-toc-section\" id=\"Mobile_App-Focused_Businesses\"><\/span>\u4ee5\u79fb\u52a8\u5e94\u7528\u4e3a\u4e2d\u5fc3\u7684\u4f01\u4e1a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u5173\u952e\u8981\u6c42\uff1a<\/strong>\n<ul data-source-line=\"252-256\">\n<li data-source-line=\"252-252\">\u5e94\u7528\u5b89\u88c5\u5f52\u56e0<\/li>\n<li data-source-line=\"253-253\">\u5e94\u7528\u5185\u4e8b\u4ef6\u8ddf\u8e2a<\/li>\n<li data-source-line=\"254-254\">\u79fb\u52a8\u5e7f\u544a\u7f51\u7edc\u6574\u5408<\/li>\n<li data-source-line=\"255-256\">\u518d\u6b21\u53c2\u4e0e\u5ea6\u6d4b\u91cf<\/li>\n<\/ul>\n<strong>\u6700\u9002\u5408\u7684\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\n<ol data-source-line=\"258-261\">\n<li data-source-line=\"258-258\"><strong>AppsFlyer<\/strong>\uff1a\u7efc\u5408\u79fb\u52a8\u5f52\u56e0\u5e73\u53f0<\/li>\n<li data-source-line=\"259-259\"><strong>\u8c03\u6574<\/strong>\uff1a\u64c5\u957f\u9884\u9632\u6b3a\u8bc8\u548c\u79fb\u52a8\u6d4b\u91cf<\/li>\n<li data-source-line=\"260-261\"><strong>\u5206\u652f<\/strong>\uff1a\u975e\u5e38\u9002\u5408\u6df1\u5ea6\u94fe\u63a5\u548c\u8de8\u8bbe\u5907\u8ddf\u8e2a<\/li>\n<\/ol>\n<strong>\u793a\u4f8b\u5b9e\u73b0\uff1a<\/strong>\u00a0\u4e00\u5bb6\u79fb\u52a8\u6e38\u620f\u516c\u53f8\u5b9e\u65bd\u4e86 AppsFlyer \u6765\u8ffd\u8e2a\u591a\u4e2a\u5e7f\u544a\u7f51\u7edc\u7684\u7528\u6237\u83b7\u53d6\u60c5\u51b5\uff0c\u5e76\u8861\u91cf\u5b89\u88c5\u540e\u4e8b\u4ef6\uff0c\u4f8b\u5982\u5b8c\u6210\u6559\u7a0b\u3001\u9996\u6b21\u8d2d\u4e70\u548c\u7559\u5b58\u3002\u5b9e\u65bd\u7ed3\u679c\u8868\u660e\uff0c\u5c3d\u7ba1\u83b7\u53d6\u6210\u672c\u76f8\u4f3c\uff0c\u4f46\u901a\u8fc7\u67d0\u4e9b\u5e7f\u544a\u7f51\u7edc\u83b7\u53d6\u7684\u7528\u6237\u7684\u751f\u547d\u5468\u671f\u4ef7\u503c\u5374\u9ad8\u51fa 5 \u500d\uff0c\u56e0\u6b64\u901a\u8fc7\u4f18\u5316\u53ef\u5c06\u6574\u4f53\u6295\u8d44\u56de\u62a5\u7387\u63d0\u9ad8 63%\u3002\n<h3 id=\"multi-channel-retailers\" tabindex=\"-1\" data-source-line=\"265-265\"><span class=\"ez-toc-section\" id=\"Multi-Channel_Retailers\"><\/span>\u591a\u6e20\u9053\u96f6\u552e\u5546<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u5173\u952e\u8981\u6c42\uff1a<\/strong>\n<ul data-source-line=\"268-272\">\n<li data-source-line=\"268-268\">\u7ebf\u4e0a\u5230\u5e97\u5f52\u56e0<\/li>\n<li data-source-line=\"269-269\">\u57fa\u4e8e\u4f4d\u7f6e\u7684\u6d4b\u91cf<\/li>\n<li data-source-line=\"270-270\">\u5fe0\u8bda\u5ea6\u8ba1\u5212\u6574\u5408<\/li>\n<li data-source-line=\"271-272\">\u8de8\u63a5\u89e6\u70b9\u7684\u7edf\u4e00\u5ba2\u6237\u89c6\u56fe<\/li>\n<\/ul>\n<strong>\u6700\u9002\u5408\u7684\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\n<ol data-source-line=\"274-277\">\n<li data-source-line=\"274-274\"><strong>\u8bfa\u4f0a\u65af\u5854<\/strong>\uff1a\u6ee1\u8db3\u590d\u6742\u591a\u6e20\u9053\u9700\u6c42\u7684\u4f01\u4e1a\u7ea7\u89e3\u51b3\u65b9\u6848<\/li>\n<li data-source-line=\"275-275\"><strong>\u89c6\u529b<\/strong>\uff1a\u5c06\u6570\u5b57\u5f71\u54cd\u529b\u4e0e\u5b9e\u4f53\u5e97\u8bbf\u95ee\u91cf\u8054\u7cfb\u8d77\u6765\u7684\u9690\u79c1\u4f18\u5148\u89e3\u51b3\u65b9\u6848<\/li>\n<li data-source-line=\"276-277\"><strong>\u5b9a\u5236\u89e3\u51b3\u65b9\u6848+CDP<\/strong>\uff1a\u9488\u5bf9\u5177\u6709\u7279\u5b9a\u8981\u6c42\u548c\u6280\u672f\u8d44\u6e90\u7684\u96f6\u552e\u5546<\/li>\n<\/ol>\n<strong>\u793a\u4f8b\u5b9e\u73b0\uff1a<\/strong>\u00a0\u4e00\u5bb6\u5168\u56fd\u6027\u7684\u5bb6\u5c45\u88c5\u9970\u96f6\u552e\u5546\u5b9e\u65bd\u4e86 Attrisight\uff0c\u4ee5\u4e86\u89e3\u6570\u5b57\u8425\u9500\u5982\u4f55\u5f71\u54cd\u5e97\u5185\u8d2d\u4e70\uff0c\u8fd9\u5360\u5176\u6536\u5165\u7684 82%\u3002\u8be5\u89e3\u51b3\u65b9\u6848\u663e\u793a\uff0c\u4e4b\u524d\u4ec5\u4ee5\u7535\u5546\u4ea4\u6613\u4e3a\u8861\u91cf\u6807\u51c6\u7684\u4ed8\u8d39\u641c\u7d22\uff0c\u5b9e\u9645\u4e0a\u901a\u8fc7\u5b9e\u4f53\u5e97\u8bbf\u95ee\u91cf\u5bf9\u6536\u5165\u4ea7\u751f\u4e86 3 \u500d\u4ee5\u4e0a\u7684\u63d0\u5347\u3002\u8fd9\u4e00\u6d1e\u5bdf\u4fc3\u6210\u4e86\u9884\u7b97\u7684\u91cd\u65b0\u5206\u914d\uff0c\u4f7f\u6574\u4f53\u8425\u9500\u6295\u8d44\u56de\u62a5\u7387\u63d0\u9ad8\u4e86 27%\u3002\n<h3 id=\"small-to-medium-businesses\" tabindex=\"-1\" data-source-line=\"281-281\"><span class=\"ez-toc-section\" id=\"Small-to-Medium_Businesses\"><\/span>\u4e2d\u5c0f\u578b\u4f01\u4e1a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u5173\u952e\u8981\u6c42\uff1a<\/strong>\n<ul data-source-line=\"284-288\">\n<li data-source-line=\"284-284\">\u7ecf\u6d4e\u5b9e\u60e0\u7684\u5b9e\u65bd<\/li>\n<li data-source-line=\"285-285\">\u6613\u4e8e\u4f7f\u7528\u7684\u754c\u9762<\/li>\n<li data-source-line=\"286-286\">\u5feb\u901f\u5b9e\u73b0\u4ef7\u503c<\/li>\n<li data-source-line=\"287-288\">\u6709\u9650\u7684\u6280\u672f\u8981\u6c42<\/li>\n<\/ul>\n<strong>\u6700\u9002\u5408\u7684\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\n<ol data-source-line=\"290-293\">\n<li data-source-line=\"290-290\"><strong>Google Analytics 4<\/strong>\uff1a\u5177\u6709\u57fa\u672c\u5f52\u56e0\u529f\u80fd\u7684\u514d\u8d39\u89e3\u51b3\u65b9\u6848<\/li>\n<li data-source-line=\"291-291\"><strong>\u7b80\u5316\u7684 Attrisight \u5b9e\u65bd<\/strong>\uff1a\u4e13\u6ce8\u4e8e\u9ad8\u4ef7\u503c\u6e20\u9053\u7684\u5b9a\u5236\u5316\u5b9e\u65bd<\/li>\n<li data-source-line=\"292-293\"><strong>\u7279\u5b9a\u4e8e\u5e73\u53f0\u7684\u5de5\u5177<\/strong>\uff1a\u5728\u73b0\u6709\u8425\u9500\u5e73\u53f0\u4e2d\u4f7f\u7528\u5f52\u56e0<\/li>\n<\/ol>\n<strong>\u793a\u4f8b\u5b9e\u73b0\uff1a<\/strong>\u00a0\u4e00\u5bb6\u6280\u672f\u8d44\u6e90\u6709\u9650\u7684\u3001\u4e0d\u65ad\u53d1\u5c55\u7684\u7535\u5546\u4f01\u4e1a\u90e8\u7f72\u4e86 Google Analytics 4\uff0c\u5176\u4e2d\u5305\u542b\u589e\u5f3a\u578b\u7535\u5546\u529f\u80fd\u548c\u57fa\u7840\u591a\u70b9\u89e6\u63a7\u5f52\u56e0\u6a21\u578b\u3002\u8fd9\u8ba9\u4ed6\u4eec\u80fd\u591f\u8d85\u8d8a\u6700\u7ec8\u70b9\u51fb\u5f52\u56e0\uff0c\u6df1\u5165\u4e86\u89e3\u793e\u4ea4\u5a92\u4f53\u3001\u7535\u5b50\u90ae\u4ef6\u548c\u641c\u7d22\u5e7f\u544a\u7cfb\u5217\u7684\u534f\u540c\u6548\u5e94\u3002\u5c3d\u7ba1\u8be5\u89e3\u51b3\u65b9\u6848\u5b58\u5728\u5c40\u9650\u6027\uff0c\u4f46\u4ed6\u4eec\u5728\u524d\u4e09\u4e2a\u6708\u5185\u5c06\u8425\u9500\u6548\u7387\u63d0\u5347\u4e86 24%\u3002\n<h2 id=\"implementation-considerations\" tabindex=\"-1\" data-source-line=\"297-297\"><span class=\"ez-toc-section\" id=\"Implementation_Considerations\"><\/span>\u5b9e\u65bd\u6ce8\u610f\u4e8b\u9879<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u6210\u529f\u5b9e\u65bd\u5f52\u56e0\u5de5\u5177\u9700\u8981\u4ed4\u7ec6\u89c4\u5212\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u9009\u62e9\u6b63\u786e\u7684\u6280\u672f\u3002\n<h3 id=\"implementation-timeline\" tabindex=\"-1\" data-source-line=\"301-301\"><span class=\"ez-toc-section\" id=\"Implementation_Timeline\"><\/span>\u5b9e\u65bd\u65f6\u95f4\u8868<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table data-source-line=\"303-309\">\n<thead data-source-line=\"303-303\">\n<tr data-source-line=\"303-303\">\n<th>\u9636\u6bb5<\/th>\n<th>\u5178\u578b\u6301\u7eed\u65f6\u95f4<\/th>\n<th>\u4e3b\u8981\u6d3b\u52a8<\/th>\n<\/tr>\n<\/thead>\n<tbody data-source-line=\"305-309\">\n<tr data-source-line=\"305-305\">\n<td><strong>\u8981\u6c42\u548c\u89c4\u5212<\/strong><\/td>\n<td>2-4\u5468<\/td>\n<td>\u5b9a\u4e49\u5f52\u56e0\u9700\u6c42\u3001\u9009\u62e9\u5de5\u5177\u3001\u5236\u5b9a\u5b9e\u65bd\u8ba1\u5212<\/td>\n<\/tr>\n<tr data-source-line=\"306-306\">\n<td><strong>\u6280\u672f\u8bbe\u7f6e<\/strong><\/td>\n<td>2-8\u5468<\/td>\n<td>\u5b89\u88c5\u8ddf\u8e2a\u3001\u8fde\u63a5\u6570\u636e\u6e90\u3001\u914d\u7f6e\u6a21\u578b<\/td>\n<\/tr>\n<tr data-source-line=\"307-307\">\n<td><strong>\u6d4b\u8bd5\u4e0e\u9a8c\u8bc1<\/strong><\/td>\n<td>1-3\u5468<\/td>\n<td>\u9a8c\u8bc1\u6570\u636e\u51c6\u786e\u6027\uff0c\u9a8c\u8bc1\u6a21\u578b\u8f93\u51fa<\/td>\n<\/tr>\n<tr data-source-line=\"308-308\">\n<td><strong>\u5229\u76ca\u76f8\u5173\u8005\u57f9\u8bad<\/strong><\/td>\n<td>1-2\u5468<\/td>\n<td>\u57f9\u8bad\u56e2\u961f\u5982\u4f55\u4f7f\u7528\u5f52\u56e0\u6d1e\u5bdf<\/td>\n<\/tr>\n<tr data-source-line=\"309-309\">\n<td><strong>\u4f18\u5316\u4e0e\u6539\u8fdb<\/strong><\/td>\n<td>\u6b63\u5728\u8fdb\u884c<\/td>\n<td>\u5728\u5b66\u4e60\u7684\u57fa\u7840\u4e0a\u4e0d\u65ad\u6539\u8fdb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"common-implementation-challenges\" tabindex=\"-1\" data-source-line=\"311-311\"><span class=\"ez-toc-section\" id=\"Common_Implementation_Challenges\"><\/span>\u5e38\u89c1\u7684\u5b9e\u65bd\u6311\u6218<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol data-source-line=\"313-318\">\n<li data-source-line=\"313-313\"><strong>\u6570\u636e\u8d28\u91cf\u95ee\u9898<\/strong>\uff1a\u8ddf\u8e2a\u4e0d\u4e00\u81f4\uff0c\u6570\u636e\u70b9\u7f3a\u5931<\/li>\n<li data-source-line=\"314-314\"><strong>\u96c6\u6210\u590d\u6742\u6027<\/strong>\uff1a\u8fde\u63a5\u4e0d\u540c\u7684\u8425\u9500\u7cfb\u7edf<\/li>\n<li data-source-line=\"315-315\"><strong>\u7ec4\u7ec7\u62b5\u6297<\/strong>\uff1a\u5bf9\u65b0\u5f52\u56e0\u65b9\u6cd5\u7684\u6000\u7591<\/li>\n<li data-source-line=\"316-316\"><strong>\u6280\u80fd\u5dee\u8ddd<\/strong>\uff1a\u7f3a\u4e4f\u6709\u6548\u8fd0\u7528\u5f52\u56e0\u7684\u4e13\u4e1a\u77e5\u8bc6<\/li>\n<li data-source-line=\"317-318\"><strong>\u8de8\u8bbe\u5907\u8ddf\u8e2a<\/strong>\uff1a\u8fde\u63a5\u8de8\u591a\u79cd\u8bbe\u5907\u7684\u7528\u6237<\/li>\n<\/ol>\n<h3 id=\"best-practices-for-successful-implementation\" tabindex=\"-1\" data-source-line=\"319-319\"><span class=\"ez-toc-section\" id=\"Best_Practices_for_Successful_Implementation\"><\/span>\u6210\u529f\u5b9e\u65bd\u7684\u6700\u4f73\u5b9e\u8df5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-source-line=\"321-327\">\n<li data-source-line=\"321-321\"><strong>\u4ece\u660e\u786e\u7684\u76ee\u6807\u5f00\u59cb<\/strong>\uff1a\u5b9a\u4e49\u5f52\u56e0\u5e94\u8be5\u56de\u7b54\u54ea\u4e9b\u95ee\u9898<\/li>\n<li data-source-line=\"322-322\"><strong>\u5206\u9636\u6bb5\u5b9e\u65bd<\/strong>\uff1a\u4ece\u4ef7\u503c\u6700\u9ad8\u7684\u6e20\u9053\u5f00\u59cb\uff0c\u7136\u540e\u6269\u5c55<\/li>\n<li data-source-line=\"323-323\"><strong>\u5efa\u7acb\u57fa\u7ebf<\/strong>\uff1a\u5728\u65b0\u7684\u5f52\u56e0\u4e4b\u524d\u8bb0\u5f55\u5f53\u524d\u7ee9\u6548<\/li>\n<li data-source-line=\"324-324\"><strong>\u5efa\u7acb\u5229\u76ca\u76f8\u5173\u8005\u7684\u652f\u6301<\/strong>\uff1a\u8ba9\u5173\u952e\u56e2\u961f\u53c2\u4e0e\u6574\u4e2a\u8fc7\u7a0b<\/li>\n<li data-source-line=\"325-325\"><strong>\u521b\u5efa\u884c\u52a8\u6846\u67b6<\/strong>\uff1a\u5efa\u7acb\u4f7f\u7528\u5f52\u56e0\u6d1e\u5bdf\u7684\u6d41\u7a0b<\/li>\n<li data-source-line=\"326-327\"><strong>\u6301\u7eed\u76d1\u6d4b<\/strong>\uff1a\u8bbe\u7f6e\u5b9a\u671f\u68c0\u67e5\u4ee5\u786e\u4fdd\u5f52\u56e0\u51c6\u786e\u6027<\/li>\n<\/ul>\n<h2 id=\"privacy-considerations-in-tool-selection\" tabindex=\"-1\" data-source-line=\"328-328\"><span class=\"ez-toc-section\" id=\"Privacy_Considerations_in_Tool_Selection\"><\/span>\u5de5\u5177\u9009\u62e9\u4e2d\u7684\u9690\u79c1\u8003\u8651<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u968f\u7740\u9690\u79c1\u6cd5\u89c4\u7684\u6536\u7d27\u548c\u8ddf\u8e2a\u6280\u672f\u80fd\u529b\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u9690\u79c1\u5df2\u6210\u4e3a\u5f52\u56e0\u5de5\u5177\u9009\u62e9\u7684\u6838\u5fc3\u8003\u8651\u56e0\u7d20\u3002\n<h3 id=\"the-changing-privacy-landscape\" tabindex=\"-1\" data-source-line=\"332-332\"><span class=\"ez-toc-section\" id=\"The_Changing_Privacy_Landscape\"><\/span>\u4e0d\u65ad\u53d8\u5316\u7684\u9690\u79c1\u683c\u5c40<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5f71\u54cd\u5f52\u56e0\u7684\u6700\u65b0\u53d1\u5c55\u5305\u62ec\uff1a\n<ul data-source-line=\"336-340\">\n<li data-source-line=\"336-336\"><strong>\u7b2c\u4e09\u65b9 Cookie \u5f03\u7528<\/strong>\uff1a\u8c37\u6b4c\u8ba1\u5212\u53d6\u6d88\u7b2c\u4e09\u65b9 Cookie<\/li>\n<li data-source-line=\"337-337\"><strong>\u82f9\u679c\u7684\u9690\u79c1\u53d8\u5316<\/strong>\uff1a\u5e94\u7528\u7a0b\u5e8f\u8ddf\u8e2a\u900f\u660e\u5ea6\u548c\u5176\u4ed6 iOS \u9690\u79c1\u529f\u80fd<\/li>\n<li data-source-line=\"338-338\"><strong>\u9690\u79c1\u76d1\u7ba1\u6269\u5c55<\/strong>\uff1aGDPR\u3001CCPA \u548c\u5176\u4ed6\u89c4\u8303\u6570\u636e\u6536\u96c6\u7684\u6cd5\u5f8b<\/li>\n<li data-source-line=\"339-340\"><strong>\u6d4f\u89c8\u5668\u8ddf\u8e2a\u9884\u9632<\/strong>\uff1aSafari ITP\u3001Firefox ETP \u548c\u5176\u4ed6\u53cd\u8ddf\u8e2a\u529f\u80fd<\/li>\n<\/ul>\n\u8fd9\u4e9b\u53d8\u5316\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4e86\u5f52\u56e0\u7684\u5de5\u4f5c\u65b9\u5f0f\uff0c\u4f7f\u5f97\u9690\u79c1\u529f\u80fd\u6210\u4e3a\u5de5\u5177\u9009\u62e9\u7684\u5173\u952e\u56e0\u7d20\u3002\n<h3 id=\"privacy-forward-attribution-approaches\" tabindex=\"-1\" data-source-line=\"343-343\"><span class=\"ez-toc-section\" id=\"Privacy-Forward_Attribution_Approaches\"><\/span>\u9690\u79c1\u5bfc\u5411\u5f52\u56e0\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u73b0\u4ee3\u5f52\u56e0\u5de5\u5177\u6b63\u5728\u5b9e\u65bd\u51e0\u79cd\u65b9\u6cd5\u6765\u4fdd\u6301\u6709\u6548\u6027\uff0c\u540c\u65f6\u5c0a\u91cd\u9690\u79c1\uff1a\n<ul data-source-line=\"347-352\">\n<li data-source-line=\"347-347\"><strong>\u7b2c\u4e00\u65b9\u6570\u636e\u7126\u70b9<\/strong>\uff1a\u4f9d\u9760\u4ece\u7528\u6237\u4e0e\u81ea\u6709\u7269\u4e1a\u7684\u4e92\u52a8\u4e2d\u76f4\u63a5\u6536\u96c6\u7684\u6570\u636e<\/li>\n<li data-source-line=\"348-348\"><strong>\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a<\/strong>\uff1a\u5c06\u6d4b\u91cf\u4ece\u6d4f\u89c8\u5668\u8f6c\u79fb\u5230\u670d\u52a1\u5668\u4ee5\u5b9e\u73b0\u66f4\u597d\u7684\u63a7\u5236<\/li>\n<li data-source-line=\"349-349\"><strong>\u57fa\u4e8e\u540c\u610f\u7684\u8ddf\u8e2a<\/strong>\uff1a\u56f4\u7ed5\u660e\u786e\u7684\u7528\u6237\u8bb8\u53ef\u6784\u5efa\u6d4b\u91cf<\/li>\n<li data-source-line=\"350-350\"><strong>\u7edf\u8ba1\u5efa\u6a21<\/strong>\uff1a\u4f7f\u7528\u5efa\u6a21\u6280\u672f\u586b\u8865\u65e0\u6cd5\u76f4\u63a5\u8ffd\u8e2a\u7684\u7a7a\u767d<\/li>\n<li data-source-line=\"351-352\"><strong>\u805a\u5408\u6d4b\u91cf<\/strong>\uff1a\u5904\u7406\u7fa4\u4f53\u5c42\u9762\u7684\u6570\u636e\uff0c\u800c\u4e0d\u662f\u4e2a\u4eba\u5c42\u9762\u7684\u6570\u636e<\/li>\n<\/ul>\nAttrisight \u7b49\u5de5\u5177\u4e13\u95e8\u4e3a\u89e3\u51b3\u8fd9\u4e9b\u6311\u6218\u800c\u8bbe\u8ba1\uff0c\u63d0\u4f9b\u51c6\u786e\u7684\u5f52\u56e0\u6d1e\u5bdf\uff0c\u540c\u65f6\u901a\u8fc7\u9ad8\u7ea7\u5efa\u6a21\u800c\u4e0d\u662f\u5e7f\u6cdb\u7684\u8ddf\u8e2a\u6765\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u9690\u79c1\u5f71\u54cd\u3002\n<h3 id=\"privacy-evaluation-framework\" tabindex=\"-1\" data-source-line=\"355-355\"><span class=\"ez-toc-section\" id=\"Privacy_Evaluation_Framework\"><\/span>\u9690\u79c1\u8bc4\u4f30\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5728\u8bc4\u4f30\u5f52\u56e0\u5de5\u5177\u7684\u9690\u79c1\u529f\u80fd\u65f6\uff0c\u8bf7\u8003\u8651\uff1a\n<ol data-source-line=\"359-364\">\n<li data-source-line=\"359-359\"><strong>\u6570\u636e\u6536\u96c6\u65b9\u6cd5<\/strong>\uff1a\u5982\u4f55\u6536\u96c6\u7528\u6237\u6570\u636e\u4ee5\u53ca\u6536\u96c6\u54ea\u4e9b\u7528\u6237\u6570\u636e<\/li>\n<li data-source-line=\"360-360\"><strong>\u8eab\u4efd\u89e3\u6790\u65b9\u6cd5<\/strong>\uff1a\u5982\u4f55\u8de8\u63a5\u89e6\u70b9\u8bc6\u522b\u7528\u6237<\/li>\n<li data-source-line=\"361-361\"><strong>\u6570\u636e\u4fdd\u7559\u653f\u7b56<\/strong>\uff1a\u7528\u6237\u6570\u636e\u5b58\u50a8\u591a\u957f\u65f6\u95f4<\/li>\n<li data-source-line=\"362-362\"><strong>\u540c\u610f\u7ba1\u7406<\/strong>\uff1a\u5982\u4f55\u6536\u96c6\u548c\u5c0a\u91cd\u7528\u6237\u6743\u9650<\/li>\n<li data-source-line=\"363-364\"><strong>\u76d1\u7ba1\u5408\u89c4\u6027<\/strong>\uff1a\u9075\u5b88\u60a8\u6240\u5728\u5e02\u573a\u7684\u9690\u79c1\u6cd5\u89c4<\/li>\n<\/ol>\n<h2 id=\"the-total-cost-of-ownership\" tabindex=\"-1\" data-source-line=\"365-365\"><span class=\"ez-toc-section\" id=\"The_Total_Cost_of_Ownership\"><\/span>\u603b\u62e5\u6709\u6210\u672c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u5728\u8bc4\u4f30\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\u65f6\uff0c\u8bf7\u8003\u8651\u6240\u6709\u6210\u672c\u7ec4\u6210\u90e8\u5206\uff1a\n<h3 id=\"direct-costs\" tabindex=\"-1\" data-source-line=\"369-369\"><span class=\"ez-toc-section\" id=\"Direct_Costs\"><\/span>\u76f4\u63a5\u6210\u672c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-source-line=\"371-375\">\n<li data-source-line=\"371-371\"><strong>\u8bb8\u53ef\/\u8ba2\u9605\u8d39<\/strong>\uff1a\u4f7f\u7528\u8be5\u8f6f\u4ef6\u7684\u7ecf\u5e38\u6027\u6210\u672c<\/li>\n<li data-source-line=\"372-372\"><strong>\u5b9e\u65bd\u670d\u52a1<\/strong>\uff1a\u4e13\u4e1a\u7684\u8bbe\u7f6e\u548c\u914d\u7f6e\u670d\u52a1<\/li>\n<li data-source-line=\"373-373\"><strong>\u57f9\u8bad\u8d39\u7528<\/strong>\uff1a\u5bf9\u4f7f\u7528\u8be5\u7cfb\u7edf\u7684\u56e2\u961f\u8fdb\u884c\u6559\u80b2<\/li>\n<li data-source-line=\"374-375\"><strong>\u6280\u672f\u57fa\u7840\u8bbe\u65bd<\/strong>\uff1a\u9700\u8981\u989d\u5916\u7684\u786c\u4ef6\u6216\u4e91\u8d44\u6e90<\/li>\n<\/ul>\n<h3 id=\"indirect-costs\" tabindex=\"-1\" data-source-line=\"376-376\"><span class=\"ez-toc-section\" id=\"Indirect_Costs\"><\/span>\u95f4\u63a5\u6210\u672c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-source-line=\"378-382\">\n<li data-source-line=\"378-378\"><strong>\u5185\u90e8\u8d44\u6e90\u9700\u6c42<\/strong>\uff1a\u5458\u5de5\u65f6\u95f4\u7684\u7ba1\u7406\u548c\u4f7f\u7528<\/li>\n<li data-source-line=\"379-379\"><strong>\u6574\u5408\u6210\u672c<\/strong>\uff1a\u4e0e\u5176\u4ed6\u7cfb\u7edf\u8fde\u63a5\u7684\u8d39\u7528<\/li>\n<li data-source-line=\"380-380\"><strong>\u7ef4\u62a4\u8d39\u7528<\/strong>\uff1a\u6301\u7eed\u52aa\u529b\u7ef4\u62a4\u6570\u636e\u8d28\u91cf\u548c\u7cfb\u7edf\u5065\u5eb7<\/li>\n<li data-source-line=\"381-382\"><strong>\u673a\u4f1a\u6210\u672c<\/strong>\uff1a\u672a\u9009\u62e9\u7684\u66ff\u4ee3\u65b9\u6848\u7684\u4ef7\u503c<\/li>\n<\/ul>\n<h3 id=\"roi-considerations\" tabindex=\"-1\" data-source-line=\"383-383\"><span class=\"ez-toc-section\" id=\"ROI_Considerations\"><\/span>\u6295\u8d44\u56de\u62a5\u7387\u8003\u8651\u56e0\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5f52\u56e0\u6295\u8d44\u7684\u6f5c\u5728\u56de\u62a5\u5305\u62ec\uff1a\n<ul data-source-line=\"387-391\">\n<li data-source-line=\"387-387\"><strong>\u63d0\u9ad8\u8425\u9500\u6548\u7387<\/strong>\uff1a\u66f4\u597d\u5730\u5206\u914d\u8425\u9500\u652f\u51fa<\/li>\n<li data-source-line=\"388-388\"><strong>\u5e7f\u544a\u6d3b\u52a8\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u63d0\u9ad8\u7ee9\u6548<\/li>\n<li data-source-line=\"389-389\"><strong>\u51cf\u5c11\u6d6a\u8d39<\/strong>\uff1a\u6d88\u9664\u8868\u73b0\u4e0d\u4f73\u7684\u6e20\u9053\u548c\u7b56\u7565<\/li>\n<li data-source-line=\"390-391\"><strong>\u6539\u5584\u5ba2\u6237\u4f53\u9a8c<\/strong>\uff1a\u66f4\u597d\u5730\u534f\u8c03\u8425\u9500\u63a5\u89e6\u70b9<\/li>\n<\/ul>\n<h3 id=\"total-cost-example\" tabindex=\"-1\" data-source-line=\"392-392\"><span class=\"ez-toc-section\" id=\"Total_Cost_Example\"><\/span>\u603b\u6210\u672c\u793a\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5bf9\u4e8e\u5b9e\u65bd\u5f52\u56e0\u7684\u4e2d\u578b\u516c\u53f8\uff1a\n<table data-source-line=\"396-403\">\n<thead data-source-line=\"396-396\">\n<tr data-source-line=\"396-396\">\n<th>\u6210\u672c\u7c7b\u522b<\/th>\n<th>\u4f4e\u7aef\u89e3\u51b3\u65b9\u6848<\/th>\n<th>\u4e2d\u6863\u89e3\u51b3\u65b9\u6848<\/th>\n<th>\u4f01\u4e1a\u89e3\u51b3\u65b9\u6848<\/th>\n<\/tr>\n<\/thead>\n<tbody data-source-line=\"398-403\">\n<tr data-source-line=\"398-398\">\n<td><strong>\u5e74\u5ea6\u8bb8\u53ef\u8bc1<\/strong><\/td>\n<td>$0-15K<\/td>\n<td>$50K-100K<\/td>\n<td>$150K-300K+<\/td>\n<\/tr>\n<tr data-source-line=\"399-399\">\n<td><strong>\u6267\u884c<\/strong><\/td>\n<td>$5K-15K<\/td>\n<td>$25K-75K<\/td>\n<td>$100K-250K<\/td>\n<\/tr>\n<tr data-source-line=\"400-400\">\n<td><strong>\u5185\u90e8\u8d44\u6e90<\/strong><\/td>\n<td>0.25-0.5 \u5168\u65e5\u5236<\/td>\n<td>0.5-1 \u5168\u65e5\u5236\u5f53\u91cf<\/td>\n<td>1-3 \u4e2a\u5168\u804c\u5458\u5de5<\/td>\n<\/tr>\n<tr data-source-line=\"401-401\">\n<td><strong>\u6301\u7eed\u652f\u6301<\/strong><\/td>\n<td>$0-10K<\/td>\n<td>$15K-50K<\/td>\n<td>$50K-150K<\/td>\n<\/tr>\n<tr data-source-line=\"402-402\">\n<td><strong>\u7b2c\u4e00\u5e74\u603b\u8d39\u7528<\/strong><\/td>\n<td>$15K-50K<\/td>\n<td>$100K-250K<\/td>\n<td>$300K-750K+<\/td>\n<\/tr>\n<tr data-source-line=\"403-403\">\n<td><strong>\u9884\u671f\u6295\u8d44\u56de\u62a5\u65f6\u95f4\u8868<\/strong><\/td>\n<td>6-12\u4e2a\u6708<\/td>\n<td>3-9\u4e2a\u6708<\/td>\n<td>3-12\u4e2a\u6708<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"case-studies%3A-attribution-tool-implementation\" tabindex=\"-1\" data-source-line=\"405-405\"><span class=\"ez-toc-section\" id=\"Case_Studies_Attribution_Tool_Implementation\"><\/span>\u6848\u4f8b\u7814\u7a76\uff1a\u5f52\u56e0\u5de5\u5177\u5b9e\u65bd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"e-commerce-brand%3A-from-last-click-to-multi-touch-with-attrisight\" tabindex=\"-1\" data-source-line=\"407-407\"><span class=\"ez-toc-section\" id=\"E-commerce_Brand_From_Last-Click_to_Multi-Touch_with_Attrisight\"><\/span>\u7535\u5546\u54c1\u724c\uff1a\u4ece\u201c\u6700\u540e\u70b9\u51fb\u201d\u5230\u201cAttrisight \u591a\u70b9\u89e6\u63a7\u201d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u516c\u53f8\u7b80\u4ecb<\/strong>: $50M \u5bb6\u5c45\u7528\u54c1\u7c7b\u5728\u7ebf\u96f6\u552e\u5546\n<strong>\u6311\u6218<\/strong>\uff1a\u8be5\u516c\u53f8\u5728\u6700\u540e\u70b9\u51fb\u5f52\u56e0\u65b9\u9762\u9047\u5230\u4e86\u56f0\u96be\uff0c\u5c06\u6240\u6709\u529f\u52b3\u90fd\u5f52\u4e8e\u4ed8\u8d39\u641c\u7d22\u7b49\u5e95\u5c42\u6f0f\u6597\u6d3b\u52a8\uff0c\u540c\u65f6\u4f4e\u4f30\u4e86\u793e\u4ea4\u5a92\u4f53\u548c\u5c55\u793a\u5e7f\u544a\u7b49\u4e0a\u5c42\u6f0f\u6597\u6e20\u9053\u3002\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5b9e\u65bd Attrisight \u7684\u9690\u79c1\u4f18\u5148\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\u4ee5\uff1a\n<ol data-source-line=\"416-420\">\n<li data-source-line=\"416-416\">\u521b\u5efa\u8de8\u6e20\u9053\u5ba2\u6237\u65c5\u7a0b\u7684\u7edf\u4e00\u89c6\u56fe<\/li>\n<li data-source-line=\"417-417\">\u5f00\u53d1\u7b26\u5408\u5176\u4e1a\u52a1\u7684\u5b9a\u5236\u591a\u70b9\u89e6\u63a7\u5f52\u56e0\u6a21\u578b<\/li>\n<li data-source-line=\"418-418\">\u5c06\u5f52\u56e0\u6d1e\u5bdf\u76f4\u63a5\u8fde\u63a5\u5230\u8425\u9500\u6267\u884c\u5e73\u53f0<\/li>\n<li data-source-line=\"419-420\">\u65e0\u9700\u5927\u91cf\u90e8\u7f72 Cookie \u5373\u53ef\u4fdd\u6301\u9690\u79c1\u5408\u89c4\u6027<\/li>\n<\/ol>\n<strong>\u6210\u679c<\/strong>:\n<ul data-source-line=\"422-427\">\n<li data-source-line=\"422-422\">\u4e4b\u524d\u5f52\u56e0\u4e8e Google \u641c\u7d22\u7684 32% \u8f6c\u5316\u5b9e\u9645\u4e0a\u53d7\u5230\u4e0a\u5c42\u6f0f\u6597\u6e20\u9053\u7684\u663e\u8457\u5f71\u54cd<\/li>\n<li data-source-line=\"423-423\">\u793e\u4ea4\u5a92\u4f53\uff0c\u4ee5\u524d\u88ab\u4f4e\u4f30\uff0c\u6b63\u5728\u542f\u52a8 41% \u6700\u7ec8\u6210\u529f\u7684\u5ba2\u6237\u65c5\u7a0b<\/li>\n<li data-source-line=\"424-424\">\u901a\u8fc7\u57fa\u4e8e\u5f52\u56e0\u6d1e\u5bdf\u7684\u66f4\u7cbe\u51c6\u5b9a\u4f4d\uff0c\u7535\u5b50\u90ae\u4ef6\u8425\u9500\u6548\u679c\u63d0\u5347\u4e86 28%<\/li>\n<li data-source-line=\"425-425\">\u901a\u8fc7\u5c06\u9884\u7b97\u91cd\u65b0\u5206\u914d\u7ed9\u9ad8\u7ee9\u6548\u6e20\u9053\uff0c\u6574\u4f53\u8425\u9500\u6295\u8d44\u56de\u62a5\u7387\u63d0\u9ad8\u4e86 35%<\/li>\n<li data-source-line=\"426-427\">65% \u51cf\u5c11\u7b2c\u4e09\u65b9\u8ddf\u8e2a\uff0c\u9690\u79c1\u5408\u89c4\u6027\u5f97\u5230\u6539\u5584<\/li>\n<\/ul>\n<strong>\u4e3b\u8981\u5b66\u4e60\u5185\u5bb9<\/strong>\u8be5\u516c\u53f8\u9996\u5e2d\u8425\u9500\u5b98\u6307\u51fa\uff1a\u201c\u8d85\u8d8a\u2018\u6700\u7ec8\u70b9\u51fb\u2019\u7684\u89c6\u89d2\u5f7b\u5e95\u6539\u53d8\u4e86\u6211\u4eec\u5bf9\u6536\u5165\u9a71\u52a8\u56e0\u7d20\u7684\u7406\u89e3\u3002\u6211\u4eec\u539f\u672c\u8003\u8651\u524a\u51cf\u7684\u6e20\u9053\uff0c\u6700\u7ec8\u5374\u5bf9\u5efa\u7acb\u6700\u7ec8\u901a\u8fc7\u5176\u4ed6\u6e20\u9053\u8f6c\u5316\u7684\u5ba2\u6237\u5173\u7cfb\u81f3\u5173\u91cd\u8981\u3002\u201d\n<h3 id=\"b2b-software-provider%3A-custom-attribution-for-complex-sales-cycles\" tabindex=\"-1\" data-source-line=\"431-431\"><span class=\"ez-toc-section\" id=\"B2B_Software_Provider_Custom_Attribution_for_Complex_Sales_Cycles\"><\/span>B2B \u8f6f\u4ef6\u63d0\u4f9b\u5546\uff1a\u590d\u6742\u9500\u552e\u5468\u671f\u7684\u5b9a\u5236\u5f52\u56e0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u516c\u53f8\u7b80\u4ecb<\/strong>\uff1aB2B SaaS \u63d0\u4f9b\u5546\uff0c\u5e74\u6536\u5165 $30M\uff0c\u5e73\u5747\u9500\u552e\u5468\u671f 12 \u4e2a\u6708\n<strong>\u6311\u6218<\/strong>\uff1a\u8be5\u516c\u53f8\u65e0\u6cd5\u5c06\u65e9\u671f\u8425\u9500\u6d3b\u52a8\u4e0e\u51e0\u4e2a\u6708\u540e\u53d1\u751f\u7684\u6700\u7ec8\u9500\u552e\u8054\u7cfb\u8d77\u6765\uff0c\u5bfc\u81f4\u5bf9\u5ba3\u4f20\u548c\u6559\u80b2\u6d3b\u52a8\u7684\u6295\u8d44\u4e0d\u8db3\u3002\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u6784\u5efa\u4e86\u5b9a\u5236\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\uff0c\u5305\u62ec\uff1a\n<ol data-source-line=\"440-444\">\n<li data-source-line=\"440-440\">Snowflake\u4e2d\u7684\u6570\u636e\u4ed3\u5e93\u5b9e\u73b0<\/li>\n<li data-source-line=\"441-441\">CRM \u96c6\u6210\u5c06\u8425\u9500\u63a5\u89e6\u70b9\u4e0e\u9500\u552e\u6d3b\u52a8\u8fde\u63a5\u8d77\u6765<\/li>\n<li data-source-line=\"442-442\">\u7528\u4e8e\u63a5\u89e6\u70b9\u8bc4\u4f30\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/li>\n<li data-source-line=\"443-444\">Tableau \u4e2d\u4e3a\u4e0d\u540c\u5229\u76ca\u76f8\u5173\u8005\u5b9a\u5236\u7684\u4eea\u8868\u677f<\/li>\n<\/ol>\n<strong>\u6210\u679c<\/strong>:\n<ul data-source-line=\"446-450\">\n<li data-source-line=\"446-446\">\u53d1\u73b0\u5185\u5bb9\u8425\u9500\uff08\u6b64\u524d\u88ab\u89c6\u4e3a\u4e0d\u8d1f\u8d23\u4efb\uff09\u4fc3\u6210\u4e86 38% \u6700\u7ec8\u8fbe\u6210\u7684\u4ea4\u6613<\/li>\n<li data-source-line=\"447-447\">\u901a\u8fc7\u4f18\u5316\u4e2d\u95f4\u6f0f\u6597\u57f9\u80b2\u5185\u5bb9\uff0c\u5c06\u5e73\u5747\u9500\u552e\u5468\u671f\u7f29\u77ed\u4e86 22%<\/li>\n<li data-source-line=\"448-448\">\u901a\u8fc7\u66f4\u7cbe\u51c6\u7684\u5b9a\u4f4d\uff0c\u5c06\u8425\u9500\u5bf9\u6e20\u9053\u7684\u8d21\u732e\u63d0\u9ad8 45%<\/li>\n<li data-source-line=\"449-450\">\u56f4\u7ed5\u5171\u4eab\u5f52\u56e0\u6307\u6807\u6539\u5584\u9500\u552e\u4e0e\u8425\u9500\u7684\u534f\u8c03<\/li>\n<\/ul>\n<strong>\u4e3b\u8981\u5b66\u4e60\u5185\u5bb9<\/strong>\u201c\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u662f\u4e00\u9879\u91cd\u5927\u6295\u8d44\uff0c\u4f46\u6d1e\u5bdf\u5206\u6790\u591a\u6b21\u8bc1\u660e\u5176\u4ef7\u503c\uff0c\u201d\u8fd9\u4f4d\u8425\u9500\u526f\u603b\u88c1\u89e3\u91ca\u9053\u3002\u201c\u6211\u4eec\u7ec8\u4e8e\u4e86\u89e3\u4e86\u590d\u6742\u7684\u4e70\u5bb6\u65c5\u7a0b\u662f\u5982\u4f55\u8fd0\u4f5c\u7684\uff0c\u5e76\u4e14\u53ef\u4ee5\u4f18\u5316\u6574\u4e2a\u6536\u5165\u6d41\u7a0b\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5355\u4e2a\u6e20\u9053\u3002\u201d\n<h3 id=\"mobile-gaming-company%3A-app-attribution-with-appsflyer\" tabindex=\"-1\" data-source-line=\"454-454\"><span class=\"ez-toc-section\" id=\"Mobile_Gaming_Company_App_Attribution_with_AppsFlyer\"><\/span>\u79fb\u52a8\u6e38\u620f\u516c\u53f8\uff1aAppsFlyer \u7684\u5e94\u7528\u5f52\u56e0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<strong>\u516c\u53f8\u7b80\u4ecb<\/strong>\uff1a\u79fb\u52a8\u6e38\u620f\u5de5\u4f5c\u5ba4\uff0c\u591a\u6b3e\u6e38\u620f\u4e0b\u8f7d\u91cf\u8fbe 1500 \u4e07\u6b21\n<strong>\u6311\u6218<\/strong>\uff1a\u8be5\u516c\u53f8\u52aa\u529b\u4e86\u89e3\u54ea\u4e9b\u7528\u6237\u83b7\u53d6\u6e20\u9053\u80fd\u591f\u63d0\u4f9b\u5177\u6709\u5f3a\u5927\u7ec8\u8eab\u4ef7\u503c\u548c\u4fdd\u7559\u7387\u7684\u6700\u9ad8\u8d28\u91cf\u7684\u7528\u6237\u3002\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5b9e\u65bd AppsFlyer \u7684\u76ee\u7684\u662f\uff1a\n<ol data-source-line=\"463-467\">\n<li data-source-line=\"463-463\">\u8ddf\u8e2a\u5e7f\u544a\u7f51\u7edc\u7684\u5b89\u88c5\u548c\u5b89\u88c5\u540e\u4e8b\u4ef6<\/li>\n<li data-source-line=\"464-464\">\u901a\u8fc7\u83b7\u53d6\u6765\u6e90\u8861\u91cf\u7528\u6237\u8d28\u91cf\u548c\u751f\u547d\u5468\u671f\u4ef7\u503c<\/li>\n<li data-source-line=\"465-465\">\u5c06\u5f52\u56e0\u6570\u636e\u8fde\u63a5\u5230\u5ba2\u6237\u53c2\u4e0e\u5e73\u53f0<\/li>\n<li data-source-line=\"466-467\">\u6253\u51fb\u79fb\u52a8\u5e7f\u544a\u6b3a\u8bc8<\/li>\n<\/ol>\n<strong>\u6210\u679c<\/strong>:\n<ul data-source-line=\"469-473\">\n<li data-source-line=\"469-469\">\u53d1\u73b0\u5c3d\u7ba1\u83b7\u53d6\u6210\u672c\u76f8\u4f3c\uff0c\u4f46\u6765\u81ea\u67d0\u4e9b\u7f51\u7edc\u7684\u7528\u6237\u7684\u751f\u547d\u5468\u671f\u4ef7\u503c\u5374\u9ad8\u51fa 5 \u500d<\/li>\n<li data-source-line=\"470-470\">\u5df2\u53d1\u73b0\u5e7f\u544a\u6b3a\u8bc8\u884c\u4e3a\uff0c\u8017\u8d39\u4e86 18% \u7684\u8425\u9500\u9884\u7b97\uff0c\u5374\u6ca1\u6709\u83b7\u5f97\u771f\u6b63\u7684\u7528\u6237<\/li>\n<li data-source-line=\"471-471\">\u901a\u8fc7\u57fa\u4e8e\u5f52\u56e0\u6d1e\u5bdf\u7684\u66f4\u7cbe\u51c6\u5b9a\u4f4d\uff0c32% \u7684\u7528\u6237\u7559\u5b58\u7387\u5f97\u5230\u63d0\u5347<\/li>\n<li data-source-line=\"472-473\">\u4e09\u4e2a\u6708\u5185\uff0c\u83b7\u53d6\u4ed8\u8d39\u7528\u6237\u7684\u6210\u672c\u964d\u4f4e 41%<\/li>\n<\/ul>\n<strong>\u4e3b\u8981\u5b66\u4e60\u5185\u5bb9<\/strong>: \u201c\u79fb\u52a8\u7aef\u5f52\u56e0\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u4e0d\u540c\u6e20\u9053\u7684\u7528\u6237\u8d28\u91cf\u5dee\u5f02\u5de8\u5927\uff0c\u201d\u7528\u6237\u83b7\u53d6\u7ecf\u7406\u6307\u51fa\u3002\u201c\u5982\u679c\u6ca1\u6709\u7cbe\u7ec6\u7684\u5f52\u56e0\u6570\u636e\uff0c\u6211\u4eec\u51e0\u4e4e\u4e00\u534a\u7684\u9884\u7b97\u90fd\u4f1a\u6d6a\u8d39\u5728\u90a3\u4e9b\u4ece\u672a\u5b9e\u73b0\u76c8\u5229\u7684\u7528\u6237\u8eab\u4e0a\u3002\u201d\n<h2 id=\"expert-perspectives%3A-choosing-the-right-attribution-tool\" tabindex=\"-1\" data-source-line=\"477-477\"><span class=\"ez-toc-section\" id=\"Expert_Perspectives_Choosing_the_Right_Attribution_Tool\"><\/span>\u4e13\u5bb6\u89c2\u70b9\uff1a\u9009\u62e9\u6b63\u786e\u7684\u5f52\u56e0\u5de5\u5177<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u884c\u4e1a\u9886\u8896\u5206\u4eab\u4e86\u9009\u62e9\u5f52\u56e0\u6280\u672f\u7684\u5efa\u8bae\uff1a\n<h3 id=\"focus-on-business-questions%2C-not-technical-features\" tabindex=\"-1\" data-source-line=\"481-481\"><span class=\"ez-toc-section\" id=\"Focus_on_Business_Questions_Not_Technical_Features\"><\/span>\u5173\u6ce8\u4e1a\u52a1\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u6280\u672f\u7279\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u201c\u592a\u591a\u516c\u53f8\u9009\u62e9\u5f52\u56e0\u5de5\u5177\u662f\u57fa\u4e8e\u6280\u672f\u7279\u6027\uff0c\u800c\u4e0d\u662f\u4ed6\u4eec\u9700\u8981\u89e3\u7b54\u7684\u4e1a\u52a1\u95ee\u9898\uff0c\u201d\u4e00\u5bb6\u5168\u7403\u5feb\u901f\u6d88\u8d39\u54c1\u54c1\u724c\u7684\u8425\u9500\u5206\u6790\u603b\u76d1\u739b\u4e3d\u4e9a\u00b7\u7f57\u5fb7\u91cc\u683c\u65af (Maria Rodriguez) \u5efa\u8bae\u9053\u3002\u201c\u9996\u5148\u8981\u660e\u786e\u5b9a\u4e49\u4f60\u5e0c\u671b\u5f52\u56e0\u5de5\u5177\u4e3a\u54ea\u4e9b\u51b3\u7b56\u63d0\u4f9b\u4fe1\u606f\uff0c\u7136\u540e\u627e\u5230\u6700\u80fd\u89e3\u7b54\u8fd9\u4e9b\u95ee\u9898\u7684\u5de5\u5177\u3002\u5982\u679c\u6700\u590d\u6742\u7684\u5de5\u5177\u4e0d\u7b26\u5408\u4f60\u7684\u7279\u5b9a\u9700\u6c42\uff0c\u5b83\u5e76\u4e0d\u603b\u662f\u6b63\u786e\u7684\u9009\u62e9\u3002\u201d\n<h3 id=\"consider-your-data-maturity\" tabindex=\"-1\" data-source-line=\"485-485\"><span class=\"ez-toc-section\" id=\"Consider_Your_Data_Maturity\"><\/span>\u8003\u8651\u4f60\u7684\u6570\u636e\u6210\u719f\u5ea6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u201c\u8981\u8bda\u5b9e\u5730\u8bc4\u4f30\u8d35\u7ec4\u7ec7\u5f53\u524d\u7684\u6570\u636e\u6210\u719f\u5ea6\uff0c\u201d\u4e00\u5bb6\u5927\u578b\u7535\u5546\u5e73\u53f0\u7684\u5f52\u56e0\u4e3b\u7ba1 Alex Thompson \u5efa\u8bae\u9053\u3002\u201c\u6709\u4e9b\u516c\u53f8\u6295\u8d44\u4e86\u9ad8\u7ea7\u5f52\u56e0\uff0c\u5374\u53d1\u73b0\u7f3a\u4e4f\u6709\u6548\u8fd0\u7528\u7684\u6570\u636e\u57fa\u7840\u6216\u5206\u6790\u6280\u80fd\u3002\u6700\u597d\u5148\u4ece\u7b26\u5408\u8d35\u7ec4\u7ec7\u5f53\u524d\u80fd\u529b\u7684\u89e3\u51b3\u65b9\u6848\u5165\u624b\uff0c\u7136\u540e\u9010\u6b65\u53d1\u5c55\u5230\u66f4\u590d\u6742\u7684\u65b9\u6cd5\u3002\u201d\n<h3 id=\"privacy-is-now-a-primary-consideration\" tabindex=\"-1\" data-source-line=\"489-489\"><span class=\"ez-toc-section\" id=\"Privacy_Is_Now_a_Primary_Consideration\"><\/span>\u9690\u79c1\u73b0\u5728\u662f\u9996\u8981\u8003\u8651\u56e0\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u201c\u9690\u79c1\u4fdd\u62a4\u529f\u80fd\u5df2\u4ece\u6b21\u8981\u8003\u8651\u56e0\u7d20\u53d8\u4e3a\u9996\u8981\u9009\u62e9\u6807\u51c6\uff0c\u201d\u4e00\u5bb6\u8425\u9500\u6280\u672f\u516c\u53f8\u7684\u9996\u5e2d\u9690\u79c1\u5b98 David Chen \u6307\u51fa\u3002\u201c\u968f\u7740\u7b2c\u4e09\u65b9 Cookie \u7684\u6d88\u5931\u548c\u76d1\u7ba1\u7684\u6536\u7d27\uff0c\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\u5fc5\u987b\u8bc1\u660e\u5982\u4f55\u5728\u5c0a\u91cd\u9690\u79c1\u7684\u540c\u65f6\u4fdd\u6301\u6709\u6548\u6027\u3002Attrisight \u65e0\u9700\u5e7f\u6cdb\u8ffd\u8e2a\u5373\u53ef\u63d0\u4f9b\u5f52\u56e0\u7684\u65b9\u6cd5\u4ee3\u8868\u4e86\u884c\u4e1a\u7684\u53d1\u5c55\u65b9\u5411\u3002\u201d\n<h3 id=\"integration-trumps-standalone-capability\" tabindex=\"-1\" data-source-line=\"493-493\"><span class=\"ez-toc-section\" id=\"Integration_Trumps_Standalone_Capability\"><\/span>\u96c6\u6210\u80dc\u8fc7\u72ec\u7acb\u80fd\u529b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8425\u9500\u6280\u672f\u987e\u95ee Sarah Johnson \u5f3a\u8c03\uff1a\u201c\u6700\u597d\u7684\u5f52\u56e0\u5de5\u5177\u662f\u80fd\u591f\u4e0e\u60a8\u73b0\u6709\u7684\u8425\u9500\u5806\u6808\u6700\u6709\u6548\u5730\u96c6\u6210\u7684\u5de5\u5177\u3002\u4e00\u4e2a\u5b64\u7acb\u5b58\u5728\u7684\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\uff0c\u65e0\u8bba\u591a\u4e48\u5148\u8fdb\uff0c\u90fd\u96be\u4ee5\u521b\u9020\u4ef7\u503c\u3002\u4f18\u5148\u8003\u8651\u80fd\u591f\u4e0e\u60a8\u7684\u6267\u884c\u5e73\u53f0\u3001\u5206\u6790\u5de5\u5177\u548c\u6570\u636e\u4ed3\u5e93\u65e0\u7f1d\u8fde\u63a5\u7684\u89e3\u51b3\u65b9\u6848\u3002\u201d\n<h2 id=\"decision-framework%3A-selecting-the-right-attribution-tool\" tabindex=\"-1\" data-source-line=\"497-497\"><span class=\"ez-toc-section\" id=\"Decision_Framework_Selecting_the_Right_Attribution_Tool\"><\/span>\u51b3\u7b56\u6846\u67b6\uff1a\u9009\u62e9\u6b63\u786e\u7684\u5f52\u56e0\u5de5\u5177<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\u8981\u4e3a\u60a8\u7684\u7ec4\u7ec7\u9009\u62e9\u6700\u4f73\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\uff0c\u8bf7\u9075\u5faa\u4ee5\u4e0b\u7ed3\u6784\u5316\u51b3\u7b56\u6d41\u7a0b\uff1a\n<h3 id=\"step-1%3A-define-your-requirements\" tabindex=\"-1\" data-source-line=\"501-501\"><span class=\"ez-toc-section\" id=\"Step_1_Define_Your_Requirements\"><\/span>\u6b65\u9aa4 1\uff1a\u5b9a\u4e49\u60a8\u7684\u9700\u6c42<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u9996\u5148\u660e\u786e\u8868\u8fbe\u4f60\u5bf9\u5f52\u56e0\u7684\u9700\u6c42\uff1a\n<ul data-source-line=\"505-510\">\n<li data-source-line=\"505-505\"><strong>\u5546\u4e1a\u95ee\u9898<\/strong>\uff1a\u5f52\u56e0\u5e94\u8be5\u56de\u7b54\u54ea\u4e9b\u5177\u4f53\u95ee\u9898\uff1f<\/li>\n<li data-source-line=\"506-506\"><strong>\u6e20\u9053\u8986\u76d6<\/strong>\uff1a\u9700\u8981\u7eb3\u5165\u54ea\u4e9b\u8425\u9500\u6e20\u9053\uff1f<\/li>\n<li data-source-line=\"507-507\"><strong>\u6280\u672f\u9650\u5236<\/strong>\uff1a\u60a8\u5f53\u524d\u7684\u73af\u5883\u5b58\u5728\u54ea\u4e9b\u9650\u5236\uff1f<\/li>\n<li data-source-line=\"508-508\"><strong>\u9884\u7b97\u53c2\u6570<\/strong>\uff1a\u5bf9\u4e8e\u60a8\u7684\u7ec4\u7ec7\u6765\u8bf4\uff0c\u4ec0\u4e48\u6837\u7684\u6295\u8d44\u6c34\u5e73\u662f\u53ef\u884c\u7684\uff1f<\/li>\n<li data-source-line=\"509-510\"><strong>\u65f6\u95f4\u7ebf\u8981\u6c42<\/strong>\uff1a\u60a8\u9700\u8981\u591a\u5feb\u7684\u5f52\u56e0\u80fd\u529b\uff1f<\/li>\n<\/ul>\n<h3 id=\"step-2%3A-assess-your-organizational-readiness\" tabindex=\"-1\" data-source-line=\"511-511\"><span class=\"ez-toc-section\" id=\"Step_2_Assess_Your_Organizational_Readiness\"><\/span>\u7b2c 2 \u6b65\uff1a\u8bc4\u4f30\u60a8\u7684\u7ec4\u7ec7\u51c6\u5907\u60c5\u51b5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u8bc4\u4f30\u60a8\u5f53\u524d\u7684\u80fd\u529b\u548c\u5c40\u9650\u6027\uff1a\n<ul data-source-line=\"515-520\">\n<li data-source-line=\"515-515\"><strong>\u6570\u636e\u6210\u719f\u5ea6<\/strong>\uff1a\u60a8\u5f53\u524d\u7684\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u6709\u591a\u590d\u6742\uff1f<\/li>\n<li data-source-line=\"516-516\"><strong>\u6280\u672f\u8d44\u6e90<\/strong>\uff1a\u6709\u54ea\u4e9b\u5185\u90e8\u8d44\u6e90\u53ef\u7528\u4e8e\u5b9e\u65bd\uff1f<\/li>\n<li data-source-line=\"517-517\"><strong>\u5206\u6790\u80fd\u529b<\/strong>\uff1a\u60a8\u662f\u5426\u6709\u53ef\u4ee5\u89e3\u8bfb\u5f52\u56e0\u89c1\u89e3\u7684\u5458\u5de5\uff1f<\/li>\n<li data-source-line=\"518-518\"><strong>\u53d8\u9769\u51c6\u5907<\/strong>\uff1a\u60a8\u7684\u7ec4\u7ec7\u5bf9\u65b0\u7684\u6d4b\u91cf\u65b9\u6cd5\u505a\u597d\u4e86\u600e\u6837\u7684\u51c6\u5907\uff1f<\/li>\n<li data-source-line=\"519-520\"><strong>\u9ad8\u7ba1\u652f\u6301<\/strong>\uff1a\u9886\u5bfc\u5c42\u662f\u5426\u652f\u6301\u5f52\u56e0\u6295\u8d44\uff1f<\/li>\n<\/ul>\n<h3 id=\"step-3%3A-evaluate-solutions-against-criteria\" tabindex=\"-1\" data-source-line=\"521-521\"><span class=\"ez-toc-section\" id=\"Step_3_Evaluate_Solutions_Against_Criteria\"><\/span>\u6b65\u9aa4 3\uff1a\u6839\u636e\u6807\u51c6\u8bc4\u4f30\u89e3\u51b3\u65b9\u6848<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u6839\u636e\u60a8\u7684\u4f18\u5148\u7ea7\u521b\u5efa\u52a0\u6743\u8bc4\u5206\u7cfb\u7edf\uff1a\n<table data-source-line=\"525-533\">\n<thead data-source-line=\"525-525\">\n<tr data-source-line=\"525-525\">\n<th>\u6807\u51c6<\/th>\n<th>\u91cd\u91cf<\/th>\n<th>\u5de5\u5177A\u5206\u6570<\/th>\n<th>\u5de5\u5177B\u5206\u6570<\/th>\n<th>\u5de5\u5177C\u5206\u6570<\/th>\n<\/tr>\n<\/thead>\n<tbody data-source-line=\"527-533\">\n<tr data-source-line=\"527-527\">\n<td>\u529f\u80fd\u96c6<\/td>\n<td>25%<\/td>\n<td>8 (2.0)<\/td>\n<td>7 (1.75)<\/td>\n<td>9 (2.25)<\/td>\n<\/tr>\n<tr data-source-line=\"528-528\">\n<td>\u6613\u4e8e\u5b9e\u65bd<\/td>\n<td>20%<\/td>\n<td>9 (1.8)<\/td>\n<td>6 (1.2)<\/td>\n<td>5 (1.0)<\/td>\n<\/tr>\n<tr data-source-line=\"529-529\">\n<td>\u9690\u79c1\u529f\u80fd<\/td>\n<td>20%<\/td>\n<td>7 (1.4)<\/td>\n<td>6 (1.2)<\/td>\n<td>9 (1.8)<\/td>\n<\/tr>\n<tr data-source-line=\"530-530\">\n<td>\u96c6\u6210\u9009\u9879<\/td>\n<td>15%<\/td>\n<td>8 (1.2)<\/td>\n<td>9 (1.35)<\/td>\n<td>7 (1.05)<\/td>\n<\/tr>\n<tr data-source-line=\"531-531\">\n<td>\u6210\u672c<\/td>\n<td>10%<\/td>\n<td>9 (0.9)<\/td>\n<td>8 (0.8)<\/td>\n<td>6 (0.6)<\/td>\n<\/tr>\n<tr data-source-line=\"532-532\">\n<td>\u652f\u6301\u4e0e\u670d\u52a1<\/td>\n<td>10%<\/td>\n<td>7 (0.7)<\/td>\n<td>8 (0.8)<\/td>\n<td>9 (0.9)<\/td>\n<\/tr>\n<tr data-source-line=\"533-533\">\n<td><strong>\u52a0\u6743\u603b\u8ba1<\/strong><\/td>\n<td><strong>100%<\/strong><\/td>\n<td><strong>8.0<\/strong><\/td>\n<td><strong>7.1<\/strong><\/td>\n<td><strong>7.6<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"step-4%3A-develop-implementation-plan\" tabindex=\"-1\" data-source-line=\"535-535\"><span class=\"ez-toc-section\" id=\"Step_4_Develop_Implementation_Plan\"><\/span>\u6b65\u9aa44\uff1a\u5236\u5b9a\u5b9e\u65bd\u8ba1\u5212<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u9009\u62e9\u89e3\u51b3\u65b9\u6848\u540e\uff0c\u8bf7\u521b\u5efa\u8be6\u7ec6\u7684\u5b9e\u65bd\u8def\u7ebf\u56fe\uff1a\n<ol data-source-line=\"539-543\">\n<li data-source-line=\"539-539\"><strong>\u5b9e\u65bd\u524d\u7684\u51c6\u5907<\/strong>\uff1a\u6570\u636e\u5ba1\u8ba1\u3001\u8ddf\u8e2a\u8ba1\u5212\u3001\u5229\u76ca\u76f8\u5173\u8005\u534f\u8c03<\/li>\n<li data-source-line=\"540-540\"><strong>\u6280\u672f\u5b9e\u73b0<\/strong>\uff1a\u5de5\u5177\u914d\u7f6e\u3001\u96c6\u6210\u8bbe\u7f6e\u3001\u6d4b\u8bd5<\/li>\n<li data-source-line=\"541-541\"><strong>\u7ec4\u7ec7\u652f\u6301<\/strong>\uff1a\u57f9\u8bad\u3001\u6d41\u7a0b\u5f00\u53d1\u3001\u53d8\u66f4\u7ba1\u7406<\/li>\n<li data-source-line=\"542-543\"><strong>\u9a8c\u8bc1\u548c\u4f18\u5316<\/strong>\uff1a\u51c6\u786e\u6027\u9a8c\u8bc1\u3001\u6a21\u578b\u7ec6\u5316\u3001\u6301\u7eed\u6539\u8fdb<\/li>\n<\/ol>\n<h2 id=\"faqs\" tabindex=\"-1\" data-source-line=\"544-544\"><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"do-i-need-a-dedicated-attribution-tool-or-is-the-attribution-in-my-marketing-platforms-sufficient%3F\" tabindex=\"-1\" data-source-line=\"546-546\"><span class=\"ez-toc-section\" id=\"Do_I_need_a_dedicated_attribution_tool_or_is_the_attribution_in_my_marketing_platforms_sufficient\"><\/span>\u6211\u662f\u5426\u9700\u8981\u4e13\u7528\u7684\u5f52\u56e0\u5de5\u5177\uff0c\u6216\u8005\u6211\u7684\u8425\u9500\u5e73\u53f0\u4e2d\u7684\u5f52\u56e0\u662f\u5426\u8db3\u591f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u7b54\u6848\u53d6\u51b3\u4e8e\u60a8\u7684\u8425\u9500\u590d\u6742\u5ea6\u548c\u8861\u91cf\u9700\u6c42\u3002\u5bf9\u4e8e\u8425\u9500\u7ec4\u5408\u8f83\u4e3a\u7b80\u5355\u6216\u9884\u7b97\u6709\u9650\u7684\u7ec4\u7ec7\uff0c\u5e73\u53f0\u4e13\u5c5e\u5f52\u56e0\uff08\u4f8b\u5982 Google Ads \u6216 Facebook\uff09\u901a\u5e38\u5df2\u8db3\u591f\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u5de5\u5177\u672c\u8eab\u5c31\u504f\u5411\u4e8e\u81ea\u8eab\u6e20\u9053\uff0c\u5e76\u4e14\u5bf9\u5b8c\u6574\u5ba2\u6237\u65c5\u7a0b\u7684\u53ef\u89c6\u6027\u6709\u9650\u3002\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\uff0c\u4e13\u7528\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\u5fc5\u4e0d\u53ef\u5c11\uff1a(1) \u4f7f\u7528\u591a\u4e2a\u76f8\u4e92\u5f71\u54cd\u663e\u8457\u7684\u8425\u9500\u6e20\u9053\uff1b(2) \u5ba2\u6237\u65c5\u7a0b\u8de8\u8d8a\u591a\u4e2a\u4f1a\u8bdd\u6216\u8bbe\u5907\uff1b(3) \u9700\u8981\u5c06\u7ebf\u4e0a\u8425\u9500\u4e0e\u7ebf\u4e0b\u8f6c\u5316\u8fde\u63a5\u8d77\u6765\uff1b\u6216 (4) \u9700\u8981\u8d85\u8d8a\u57fa\u672c\u9996\u6b21\/\u6700\u7ec8\u63a5\u89e6\u7684\u590d\u6742\u5f52\u56e0\u6a21\u578b\u3002\u8bb8\u591a\u7ec4\u7ec7\u6700\u521d\u90fd\u662f\u4ece\u5e73\u53f0\u4e13\u5c5e\u5f52\u56e0\u5f00\u59cb\uff0c\u968f\u7740\u8425\u9500\u590d\u6742\u5ea6\u7684\u589e\u52a0\uff0c\u9010\u6e10\u8fc7\u6e21\u5230\u4e13\u7528\u89e3\u51b3\u65b9\u6848\u3002\n<h3 id=\"how-should-privacy-regulations-factor-into-attribution-tool-selection%3F\" tabindex=\"-1\" data-source-line=\"549-549\"><span class=\"ez-toc-section\" id=\"How_should_privacy_regulations_factor_into_attribution_tool_selection\"><\/span>\u9690\u79c1\u6cd5\u89c4\u5e94\u5982\u4f55\u5f71\u54cd\u5f52\u56e0\u5de5\u5177\u7684\u9009\u62e9\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\u5728\u9009\u62e9\u5de5\u5177\u65f6\uff0c\u9690\u79c1\u6cd5\u89c4\u5e94\u6210\u4e3a\u9996\u8981\u8003\u8651\u56e0\u7d20\uff0c\u5c24\u5176\u662f\u5728 GDPR \u548c CCPA \u7b49\u6cd5\u5f8b\u8303\u56f4\u4e0d\u65ad\u6269\u5927\u3001\u7b2c\u4e09\u65b9 Cookie \u9010\u6e10\u6d88\u5931\u7684\u80cc\u666f\u4e0b\u3002\u8bc4\u4f30\u5de5\u5177\u65f6\uff0c\u8bf7\u8bc4\u4f30\u4ee5\u4e0b\u51e0\u70b9\uff1a(1) \u8be5\u89e3\u51b3\u65b9\u6848\u662f\u5426\u4e25\u91cd\u4f9d\u8d56\u53d7\u9650\u5236\u7684\u7b2c\u4e09\u65b9 Cookie \u6216\u8bbe\u5907\u6807\u8bc6\u7b26\uff1b(2) \u8be5\u5de5\u5177\u5982\u4f55\u5904\u7406\u7528\u6237\u540c\u610f\u7ba1\u7406\u5e76\u5c0a\u91cd\u7528\u6237\u504f\u597d\uff1b(3) \u5185\u7f6e\u4e86\u54ea\u4e9b\u6570\u636e\u6700\u5c0f\u5316\u65b9\u6cd5\u4ee5\u4fbf\u4ec5\u6536\u96c6\u5fc5\u8981\u4fe1\u606f\uff1b(4) \u8be5\u5de5\u5177\u662f\u5426\u63d0\u4f9b\u589e\u5f3a\u9690\u79c1\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u4f8b\u5982\u670d\u52a1\u5668\u7aef\u8ddf\u8e2a\u6216\u7edf\u8ba1\u5efa\u6a21\uff1b\u4ee5\u53ca (5) \u4f9b\u5e94\u5546\u5728\u9002\u5e94\u9690\u79c1\u53d8\u5316\u65b9\u9762\u7684\u4e1a\u7ee9\u8bb0\u5f55\u3002\u5177\u6709\u524d\u77bb\u6027\u7684\u7ec4\u7ec7\u6b63\u5728\u9009\u62e9\u50cf Attrisight \u8fd9\u6837\u7684\u5f52\u56e0\u5de5\u5177\uff0c\u8fd9\u4e9b\u5de5\u5177\u7684\u8bbe\u8ba1\u4ee5\u9690\u79c1\u4e3a\u6838\u5fc3\u539f\u5219\uff0c\u800c\u975e\u4e8b\u540e\u8bf8\u845b\u4eae\uff0c\u4ee5\u786e\u4fdd\u8861\u91cf\u80fd\u529b\u5728\u6cd5\u89c4\u6f14\u53d8\u8fc7\u7a0b\u4e2d\u4f9d\u7136\u6709\u6548\u3002","protected":false},"excerpt":{"rendered":"<p>\u9009\u62e9\u5408\u9002\u7684\u8425\u9500\u5f52\u56e0\u5de5\u5177\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u60a8\u8861\u91cf\u8425\u9500\u6d3b\u52a8\u6548\u679c\u3001\u4f18\u5316\u652f\u51fa\u548c\u63d0\u9ad8\u6295\u8d44\u56de\u62a5\u7387\u7684\u80fd\u529b\u3002\u672c\u6307\u5357\u7efc\u5408\u8bc4\u4f30\u4e86\u9886\u5148\u7684\u5f52\u56e0\u89e3\u51b3\u65b9\u6848\uff0c\u6db5\u76d6\u5b9a\u4ef7\u3001\u529f\u80fd\u3001\u5b9e\u65bd\u590d\u6742\u6027\u548c\u9690\u79c1\u5408\u89c4\u6027\u7b49\u5173\u952e\u6807\u51c6\u3002\u901a\u8fc7\u8be6\u7ec6\u7684\u6bd4\u8f83\u3001\u4e13\u5bb6\u6d1e\u5bdf\u548c\u5b9e\u7528\u7684\u51b3\u7b56\u6846\u67b6\uff0c\u8425\u9500\u9886\u5bfc\u8005\u5c06\u83b7\u5f97\u6240\u9700\u7684\u77e5\u8bc6\u2026\u2026<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-307","post","type-post","status-publish","format-standard","hentry","category-attribution"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Marketing Attribution Tools Comparison: Finding the Right Fit for Your Business - AttriSight<\/title>\n<meta name=\"description\" content=\"Compare leading marketing attribution tools to find the perfect solution for your business needs. This comprehensive analysis evaluates attribution technologies based on features, pricing, privacy capabilities, and implementation requirements.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/attrisight.com\/zh\/\u8425\u9500\u5f52\u56e0\u5de5\u5177\u6bd4\u8f83\uff0c\u627e\u5230\u9002\u5408\u60a8\u4e1a\u52a1\u7684\u6b63\u786e\u5de5\u5177\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Marketing Attribution Tools Comparison: Finding the Right Fit for Your Business - AttriSight\" \/>\n<meta property=\"og:description\" content=\"Compare leading marketing attribution tools to find the perfect solution for your business needs. 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