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Lindqvist",{"id":297,"alt":298,"updatedAt":299,"createdAt":299,"url":300,"thumbnailURL":19,"filename":301,"mimeType":265,"filesize":302,"width":19,"height":19},923,"Mara Lindqvist — SEO & content strategist","2026-07-27T07:17:15.590Z","https://cms-r2.deepclick.com/gpt_1785136338870_0-0c5adc97a65e.png","gpt_1785136338870_0-0c5adc97a65e.png",2203214,"2026-07-27T07:17:17.300Z",{"id":305,"site":306,"titleZh":308,"titleEn":309,"slug":310,"order":294,"updatedAt":311,"createdAt":312},7,{"id":18,"key":271,"name":272,"prodHost":273,"testHost":274,"blogPath":275,"docPath":276,"zhPrefix":277,"deployHookTest":278,"deployHookProd":279,"brandAuthor":183,"brandKit":307,"enabled":288,"updatedAt":289,"createdAt":290},{"logoLight":19,"logoDark":19,"primaryColor":285,"accentColor":286,"tagline":287,"wechatName":19,"xhsHandle":19,"wechatQr":19},"技术导航","Tech Guides","tech-guides","2026-04-27T08:37:10.576Z","2026-04-23T02:59:13.436Z","2026-10-09T04:16:40.404Z","2026-10-09T04:16:41.345Z","2026-10-09T04:16:24.310Z","\u003Cdiv class=\"payload-richtext\">\u003Cp>在 Meta 上测试广告素材，要做到：每次只改一个变量，拆分受众让每个人只看到一个版本，每次测试至少跑一周，并用与目标一致的单一指标来评判。Meta 自带的"实验"和"创意测试"工具会替你完成受众拆分，这正是结果可信的关键。把多条广告放进同一广告组、看谁花得多，速度更快，但只能说明投放偏好，不能算证明。\u003C/p>\u003Ch2>为什么素材测试常常失败\u003C/h2>\u003Cp>大多数失败的测试都有相同原因：同时改了多处、受众重叠、跑两天就结束，或者用无关紧要的指标选了赢家。解决这四个问题，比选任何工具都重要。\u003C/p>\u003Ch2>第一步：确定一个变量和一个指标\u003C/h2>\u003Cp>在动手制作之前先决定要测什么。适合单独测试的变量有：开头钩子（前三秒或首图）、标题、形式（静态图对视频）或行动号召。然后选一个与广告目标一致的结果指标，比如单次购买成本、单条线索成本或单次安装成本。只看点击很少是正确的评判标准，因为便宜的点击也可能是质量差的客户。\u003C/p>\u003Ch2>第二步：选择测试方式\u003C/h2>\u003Cdiv class=\"lexical-table-container\">\n        \u003Ctable class=\"lexical-table\" style=\"border-collapse: collapse;\">\n          \u003Ctbody>\u003Ctr class=\"lexical-table-row\">\n        \u003Cth\n        class=\"lexical-table-cell lexical-table-cell-header-1\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 方式 \u003C/p>\n      \u003C/th>\n    \u003Cth\n        class=\"lexical-table-cell lexical-table-cell-header-1\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 适用场景 \u003C/p>\n      \u003C/th>\n    \u003Cth\n        class=\"lexical-table-cell lexical-table-cell-header-1\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 取舍 \u003C/p>\n      \u003C/th>\n    \n      \u003C/tr>\u003Ctr class=\"lexical-table-row\">\n        \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> Meta 实验（A/B 测试） \u003C/p>\n      \u003C/td>\n    \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 对 2 到 5 个版本做受控对比 \u003C/p>\n      \u003C/td>\n    \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 结果最干净，但需要预留预算和时间 \u003C/p>\n      \u003C/td>\n    \n      \u003C/tr>\u003Ctr class=\"lexical-table-row\">\n        \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 广告管理工具中的创意测试 \u003C/p>\n      \u003C/td>\n    \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 在广告系列内对比单条广告 \u003C/p>\n      \u003C/td>\n    \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 有设置要求，例如出价策略，请以 Meta 商务帮助中心的最新规则为准 \u003C/p>\n      \u003C/td>\n    \n      \u003C/tr>\u003Ctr class=\"lexical-table-row\">\n        \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 同一广告组放多条广告 \u003C/p>\n      \u003C/td>\n    \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 快速探索创意 \u003C/p>\n      \u003C/td>\n    \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 投放会偏向早期领先者，不能当作证明 \u003C/p>\n      \u003C/td>\n    \n      \u003C/tr>\u003Ctr class=\"lexical-table-row\">\n        \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 动态创意或 Advantage+ 创意 \u003C/p>\n      \u003C/td>\n    \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 让系统组合素材 \u003C/p>\n      \u003C/td>\n    \u003Ctd\n        class=\"lexical-table-cell lexical-table-cell-header-0\"\n        \n        \n        style=\"border: 1px solid #ccc; padding: 8px;\"\n      >\n        \u003Cp> 适合发现组合，不适合弄清为什么赢 \u003C/p>\n      \u003C/td>\n    \n      \u003C/tr>\u003C/tbody>\n        \u003C/table>\n      \u003C/div>\u003Cp>功能名称和准入条件会变化，规划之前请先在广告管理工具里确认当前要求。\u003C/p>\u003Ch2>第三步：其他条件保持完全一致\u003C/h2>\u003Cp>每个版本使用相同的受众、版位、预算、排期和落地页。如果受众重叠又没有正式拆分，同一个人可能同时看到两条广告，对比就被污染了。使用原生的拆分功能可以避免这个问题。\u003C/p>\u003Ch2>第四步：给足时间和样本量\u003C/h2>\u003Cp>不少从业者让测试至少跑七天，常见是七到十四天，让工作日效应被抹平，也让投放系统走出学习期。一看到领先就提前结束，是常见错误。预算要让每个版本都能积累有意义的结果数，而不是寥寥几个。\u003C/p>\u003Ch2>第五步：诚实地解读结果\u003C/h2>\u003Cul class=\"list-bullet\">\u003Cli\n          class=\"\"\n          style=\"\"\n          value=\"1\"\n        >用第一步选定的指标来比较。\u003C/li>\u003Cli\n          class=\"\"\n          style=\"\"\n          value=\"2\"\n        >忽略微小差距。如果两个版本在正常波动范围内，就当作平局，下次测试更大胆的改动。\u003C/li>\u003Cli\n          class=\"\"\n          style=\"\"\n          value=\"3\"\n        >确认赢家在点击之后也站得住，也就是转化率和单次转化成本，而不只是点击率。\u003C/li>\u003C/ul>\u003Ch2>第六步：落地并持续测试\u003C/h2>\u003Cp>把胜出的创意放进主力广告系列，记录对钩子或形式的发现，再规划下一次测试。赢家也会老化，所以测试是一个循环。想知道成熟素材何时开始下滑，可阅读\u003Ca href=\"https://deepclick.com/zh-CN/resources/blog/ad-creative-fatigue-signs/\">广告素材疲劳信号\u003C/a>；平台规格方面可参考 \u003Ca href=\"https://deepclick.com/zh-CN/resources/blog/tiktok-ads-creative-best-practices/\">TikTok 广告素材最佳实践\u003C/a>。\u003C/p>\u003Ch2>常见问题\u003C/h2>\u003Ch3>一次测试多少条素材合适？\u003C/h3>\u003Cp>受控测试中 2 到 5 个版本比较可行。版本越多，要得到清晰结果所需预算越高。\u003C/p>\u003Ch3>素材测试要跑多久？\u003C/h3>\u003Cp>多数账户至少一周，转化量低则更久。以收集到的结果数为准，而不只是天数。\u003C/p>\u003Ch3>能不能把所有广告放进同一个广告组？\u003C/h3>\u003Cp>可以，这是不错的探索方式，但投放倾向早期领先者，所以结果只能当提示而非定论。\u003C/p>\u003Ch2>简要总结\u003C/h2>\u003Cp>一个变量、一个指标、干净的受众拆分、至少一周、诚实解读。然后上线赢家，再测下一轮。\u003C/p>\u003C/div>","https://deepclick.com/zh-CN/resources/blog/how-to-test-ad-creatives",{"en":292,"zh-CN":292},[320],{"id":188,"title":321,"site":322,"image":324,"mobileImage":334,"targetUrl":343,"enabled":288,"postDateFrom":344,"postDateTo":345,"updatedAt":346,"createdAt":347},"2026.10.20 Jakarta summit (deepclick)",{"id":18,"key":271,"name":272,"prodHost":273,"testHost":274,"blogPath":275,"docPath":276,"zhPrefix":277,"deployHookTest":278,"deployHookProd":279,"brandAuthor":183,"brandKit":323,"enabled":288,"updatedAt":289,"createdAt":290},{"logoLight":19,"logoDark":19,"primaryColor":285,"accentColor":286,"tagline":287,"wechatName":19,"xhsHandle":19,"wechatQr":19},{"id":325,"alt":326,"updatedAt":327,"createdAt":327,"url":328,"thumbnailURL":19,"filename":329,"mimeType":330,"filesize":331,"width":332,"height":333},1069,"TrafficTalking Jakarta summit 2026.10.20 (zh)","2026-09-04T10:44:19.548Z","https://cms-r2.deepclick.com/traffictalking-jakarta-banner-zh-aa032503f69b.png","traffictalking-jakarta-banner-zh-aa032503f69b.png","image/png",1128551,2000,377,{"id":335,"alt":336,"updatedAt":337,"createdAt":337,"url":338,"thumbnailURL":19,"filename":339,"mimeType":330,"filesize":340,"width":341,"height":342},1071,"TrafficTalking Jakarta summit 2026.10.20 (mobile-zh)","2026-09-04T10:44:29.391Z","https://cms-r2.deepclick.com/traffictalking-jakarta-banner-mobile-zh-372fe26c1a2d.png","traffictalking-jakarta-banner-mobile-zh-372fe26c1a2d.png",649961,1200,400,"https://luma.com/g4tnhetc","2026-09-03T00:00:00.000Z","2026-10-04T00:00:00.000Z","2026-09-22T01:42:15.402Z","2026-09-04T10:45:03.031Z",1791785373202]