[{"data":1,"prerenderedAt":332},["ShallowReactive",2],{"sanity-ris858":3},{"_id":4,"author":5,"body":6,"body_zh":188,"category":320,"category_zh":321,"date":322,"description":323,"description_zh":324,"image":325,"tags":326,"title":330,"title_zh":331},"blog-optimizing-ad-performance","0ads Team",[7,18,26,35,43,52,60,68,76,84,92,100,108,116,124,132,140,148,156,164,172,180],{"_key":8,"_type":9,"children":10,"markDefs":16,"style":17},"block-0","block",[11],{"_key":12,"_type":13,"marks":14,"text":15},"span-0","span",[],"\n# Using AI Marketer IMI and Creative Library to Optimize Ad Performance",[],"normal",{"_key":19,"_type":9,"children":20,"markDefs":25,"style":17},"block-1",[21],{"_key":22,"_type":13,"marks":23,"text":24},"span-1",[],"Launching ads is only half the job. The real results come from continuously identifying what works, cutting what does not, and doubling down on winners. 0ads provides two purpose-built tools for this: AI Marketer IMI and the Creative Library.",[],{"_key":27,"_type":9,"children":28,"markDefs":33,"style":34},"block-2",[29],{"_key":30,"_type":13,"marks":31,"text":32},"span-2",[],"AI Marketer IMI: Your Data Analyst on Autopilot",[],"h2",{"_key":36,"_type":9,"children":37,"markDefs":42,"style":17},"block-3",[38],{"_key":39,"_type":13,"marks":40,"text":41},"span-3",[],"IMI is an AI-driven analysis layer that sits on top of your campaign data. Rather than requiring you to dig through tables and manually spot trends, IMI continuously monitors performance and surfaces actionable insights.",[],{"_key":44,"_type":9,"children":45,"markDefs":50,"style":51},"block-4",[46],{"_key":47,"_type":13,"marks":48,"text":49},"span-4",[],"What IMI Does",[],"h3",{"_key":53,"_type":9,"children":54,"markDefs":59,"style":17},"block-5",[55],{"_key":56,"_type":13,"marks":57,"text":58},"span-5",[],"• Flags winning ads: Identifies ads and ad sets that are outperforming benchmarks so you know where to allocate more budget\n• Detects declining performance: Alerts you when a previously strong ad starts fatiguing or when CPA creeps above target\n• Suggests scaling opportunities: Recommends specific budget increases based on performance headroom and historical stability\n• Highlights anomalies: Catches sudden spend spikes, delivery issues, or conversion drops that need immediate attention",[],{"_key":61,"_type":9,"children":62,"markDefs":67,"style":17},"block-6",[63],{"_key":64,"_type":13,"marks":65,"text":66},"span-6",[],"IMI does not make changes automatically (that is what Automation Rules are for). Instead, it provides the analysis and recommendations, leaving the final decision to you. Think of it as having a dedicated analyst reviewing your campaigns around the clock.",[],{"_key":69,"_type":9,"children":70,"markDefs":75,"style":51},"block-7",[71],{"_key":72,"_type":13,"marks":73,"text":74},"span-7",[],"How to Use IMI Effectively",[],{"_key":77,"_type":9,"children":78,"markDefs":83,"style":17},"block-8",[79],{"_key":80,"_type":13,"marks":81,"text":82},"span-8",[],"Check IMI insights daily as part of your morning routine. The recommendations are ranked by impact, so you can act on the highest-value suggestions first. Over time, IMI learns from your account patterns and becomes more relevant to your specific performance targets.",[],{"_key":85,"_type":9,"children":86,"markDefs":91,"style":34},"block-9",[87],{"_key":88,"_type":13,"marks":89,"text":90},"span-9",[],"Creative Library: Performance Data Per Asset",[],{"_key":93,"_type":9,"children":94,"markDefs":99,"style":17},"block-10",[95],{"_key":96,"_type":13,"marks":97,"text":98},"span-10",[],"Most ad platforms report performance at the ad level, but the real variable is often the creative itself. The Creative Library in 0ads tracks metrics at the individual creative asset level.",[],{"_key":101,"_type":9,"children":102,"markDefs":107,"style":51},"block-11",[103],{"_key":104,"_type":13,"marks":105,"text":106},"span-11",[],"What the Creative Library Tracks",[],{"_key":109,"_type":9,"children":110,"markDefs":115,"style":17},"block-12",[111],{"_key":112,"_type":13,"marks":113,"text":114},"span-12",[],"• CPR (Cost Per Result) per creative across all ads using it\n• CPA (Cost Per Acquisition) per creative\n• Total spend accumulated on each creative\n• Active ads count showing how many live ads currently use each asset",[],{"_key":117,"_type":9,"children":118,"markDefs":123,"style":51},"block-13",[119],{"_key":120,"_type":13,"marks":121,"text":122},"span-13",[],"Why This Matters",[],{"_key":125,"_type":9,"children":126,"markDefs":131,"style":17},"block-14",[127],{"_key":128,"_type":13,"marks":129,"text":130},"span-14",[],"A single image or video might appear in 20 different ads across 5 ad sets. Aggregate ad-level data obscures the true performance of that creative. The Creative Library gives you a definitive answer: this image converts at $8 CPA across all contexts, while that video averages $14. That clarity drives better creative decisions.",[],{"_key":133,"_type":9,"children":134,"markDefs":139,"style":51},"block-15",[135],{"_key":136,"_type":13,"marks":137,"text":138},"span-15",[],"Creative Testing Mode",[],{"_key":141,"_type":9,"children":142,"markDefs":147,"style":17},"block-16",[143],{"_key":144,"_type":13,"marks":145,"text":146},"span-16",[],"To generate this data efficiently, use Creative Testing Mode when launching campaigns. This assigns multiple creatives within a single ad set, each with its own budget allocation. Unlike Meta's dynamic creative optimization (which optimizes toward a single winner quickly), this approach gives each creative a fair budget to prove itself, producing statistically meaningful performance data that feeds back into the Creative Library.",[],{"_key":149,"_type":9,"children":150,"markDefs":155,"style":34},"block-17",[151],{"_key":152,"_type":13,"marks":153,"text":154},"span-17",[],"A Practical Optimization Workflow",[],{"_key":157,"_type":9,"children":158,"markDefs":163,"style":17},"block-18",[159],{"_key":160,"_type":13,"marks":161,"text":162},"span-18",[],"1. Launch: Use Mass Launch to deploy 50+ ad variations across audiences and creatives\n2. Analyze: After 3-5 days of data, check IMI for winning signals and Creative Library for per-asset metrics\n3. Cut: Pause ads with creatives that underperform your CPA target (or set an Automation Rule to do this automatically)\n4. Scale: Increase budget on ads featuring top-performing creatives, following IMI's scaling suggestions\n5. Iterate: Upload new creative variations inspired by the winning elements and repeat the cycle",[],{"_key":165,"_type":9,"children":166,"markDefs":171,"style":34},"block-19",[167],{"_key":168,"_type":13,"marks":169,"text":170},"span-19",[],"Combining with Automation",[],{"_key":173,"_type":9,"children":174,"markDefs":179,"style":17},"block-20",[175],{"_key":176,"_type":13,"marks":177,"text":178},"span-20",[],"The real power comes from layering these tools. Use IMI insights to inform your Automation Rules. If IMI consistently flags ads above $12 CPA as losers in your account, set a rule to auto-pause at that threshold. If creatives with CTR above 2% reliably convert, set a rule to scale those automatically.",[],{"_key":181,"_type":9,"children":182,"markDefs":187,"style":17},"block-21",[183],{"_key":184,"_type":13,"marks":185,"text":186},"span-21",[],"Data-driven optimization is not about checking dashboards more often. It is about building systems that surface the right information and act on it consistently. IMI and the Creative Library provide the intelligence layer; Automation Rules provide the execution layer.\n",[],[189,195,201,207,213,219,225,231,237,243,249,255,261,267,273,279,284,290,296,302,308,314],{"_key":8,"_type":9,"children":190,"markDefs":194,"style":17},[191],{"_key":12,"_type":13,"marks":192,"text":193},[],"\n# 使用 AI Marketer IMI 和 Creative Library 优化广告效果",[],{"_key":19,"_type":9,"children":196,"markDefs":200,"style":17},[197],{"_key":22,"_type":13,"marks":198,"text":199},[],"发布广告只是工作的一半。真正的成果来自持续识别有效的内容、淘汰无效的内容，并加倍投入赢家。0ads 为此提供了两个专用工具：AI Marketer IMI 和 Creative Library。",[],{"_key":27,"_type":9,"children":202,"markDefs":206,"style":34},[203],{"_key":30,"_type":13,"marks":204,"text":205},[],"AI Marketer IMI：您的自动数据分析师",[],{"_key":36,"_type":9,"children":208,"markDefs":212,"style":17},[209],{"_key":39,"_type":13,"marks":210,"text":211},[],"IMI 是一个 AI 驱动的分析层，覆盖在您的广告系列数据之上。它无需您手动挖掘表格和发现趋势，而是持续监控效果并提供可操作的洞察。",[],{"_key":44,"_type":9,"children":214,"markDefs":218,"style":51},[215],{"_key":47,"_type":13,"marks":216,"text":217},[],"IMI 做什么",[],{"_key":53,"_type":9,"children":220,"markDefs":224,"style":17},[221],{"_key":56,"_type":13,"marks":222,"text":223},[],"• 标记赢家广告： 识别超越基准的广告和广告组，让您知道应该分配更多预算的地方\n• 检测效果下降： 当之前表现优秀的广告开始疲劳或 CPA 超出目标时提醒您\n• 建议扩量机会： 基于效果空间和历史稳定性推荐具体的预算增加方案\n• 突出异常： 捕捉突然的消费飙升、投放问题或转化下降等需要立即关注的情况",[],{"_key":61,"_type":9,"children":226,"markDefs":230,"style":17},[227],{"_key":64,"_type":13,"marks":228,"text":229},[],"IMI 不会自动进行更改（那是自动化规则的职责）。相反，它提供分析和建议，将最终决定权留给您。可以把它想象成一位全天候审查您广告系列的专属分析师。",[],{"_key":69,"_type":9,"children":232,"markDefs":236,"style":51},[233],{"_key":72,"_type":13,"marks":234,"text":235},[],"如何有效使用 IMI",[],{"_key":77,"_type":9,"children":238,"markDefs":242,"style":17},[239],{"_key":80,"_type":13,"marks":240,"text":241},[],"将每日查看 IMI 洞察作为晨间例行工作的一部分。建议按影响力排序，您可以优先处理最高价值的建议。随着时间推移，IMI 会学习您的账户模式，变得更加贴合您的具体效果目标。",[],{"_key":85,"_type":9,"children":244,"markDefs":248,"style":34},[245],{"_key":88,"_type":13,"marks":246,"text":247},[],"Creative Library：每个资源的效果数据",[],{"_key":93,"_type":9,"children":250,"markDefs":254,"style":17},[251],{"_key":96,"_type":13,"marks":252,"text":253},[],"大多数广告平台在广告级别报告效果，但真正的变量往往是素材本身。0ads 的 Creative Library 在单个素材资源级别追踪指标。",[],{"_key":101,"_type":9,"children":256,"markDefs":260,"style":51},[257],{"_key":104,"_type":13,"marks":258,"text":259},[],"Creative Library 追踪什么",[],{"_key":109,"_type":9,"children":262,"markDefs":266,"style":17},[263],{"_key":112,"_type":13,"marks":264,"text":265},[],"• 每个素材在所有使用它的广告中的 CPR（Cost Per Result）\n• 每个素材的 CPA（Cost Per Acquisition）\n• 每个素材累计的总消费\n• 活跃广告数量显示当前有多少在线广告使用每个资源",[],{"_key":117,"_type":9,"children":268,"markDefs":272,"style":51},[269],{"_key":120,"_type":13,"marks":270,"text":271},[],"为什么这很重要",[],{"_key":125,"_type":9,"children":274,"markDefs":278,"style":17},[275],{"_key":128,"_type":13,"marks":276,"text":277},[],"一张图片或视频可能出现在 5 个广告组的 20 个不同广告中。聚合的广告级数据掩盖了该素材的真实表现。Creative Library 给您一个明确答案：这张图片在所有场景中的 CPA 是 $8，而那个视频平均是 $14。这种清晰度驱动更好的素材决策。",[],{"_key":133,"_type":9,"children":280,"markDefs":283,"style":51},[281],{"_key":136,"_type":13,"marks":282,"text":138},[],[],{"_key":141,"_type":9,"children":285,"markDefs":289,"style":17},[286],{"_key":144,"_type":13,"marks":287,"text":288},[],"要高效生成这些数据，在发布广告系列时使用 Creative Testing Mode。这会在单个广告组内分配多个素材，每个都有自己的预算分配。与 Meta 的动态素材优化（快速优化到单一赢家）不同，这种方法给每个素材公平的预算来证明自己，产生具有统计意义的效果数据，反馈回 Creative Library。",[],{"_key":149,"_type":9,"children":291,"markDefs":295,"style":34},[292],{"_key":152,"_type":13,"marks":293,"text":294},[],"实用优化工作流",[],{"_key":157,"_type":9,"children":297,"markDefs":301,"style":17},[298],{"_key":160,"_type":13,"marks":299,"text":300},[],"1. 发布： 使用 Mass Launch 部署 50+ 个跨受众和素材的广告变体\n2. 分析： 3-5 天数据后，查看 IMI 的赢家信号和 Creative Library 的单资源指标\n3. 淘汰： 暂停使用低于 CPA 目标素材的广告（或设置自动化规则自动执行）\n4. 扩量： 增加使用表现最佳素材广告的预算，遵循 IMI 的扩量建议\n5. 迭代： 上传受赢家元素启发的新素材变体，重复循环",[],{"_key":165,"_type":9,"children":303,"markDefs":307,"style":34},[304],{"_key":168,"_type":13,"marks":305,"text":306},[],"与自动化结合",[],{"_key":173,"_type":9,"children":309,"markDefs":313,"style":17},[310],{"_key":176,"_type":13,"marks":311,"text":312},[],"真正的力量来自这些工具的叠加使用。用 IMI 洞察来指导您的自动化规则。如果 IMI 持续标记 CPA 高于 $12 的广告为输家，设置规则在该阈值自动暂停。如果 CTR 高于 2% 的素材可靠地转化，设置规则自动扩量。",[],{"_key":181,"_type":9,"children":315,"markDefs":319,"style":17},[316],{"_key":184,"_type":13,"marks":317,"text":318},[],"数据驱动的优化不是更频繁地查看仪表板。而是构建系统来浮现正确的信息并持续执行。IMI 和 Creative Library 提供智能层；自动化规则提供执行层。\n",[],"Strategy","策略","2026-03-30","How to use 0ads AI-driven insights and creative-level analytics to identify winners, cut losers, and continuously improve your Meta Ads results.","如何利用 0ads 的 AI 驱动洞察和素材级分析来识别赢家、淘汰输家，并持续提升您的 Meta Ads 效果。","https:\u002F\u002Fcdn.sanity.io\u002Fimages\u002Fqky0sm9h\u002Fproduction\u002Fd5f5a5dc9e4eb3dcedc6f4e264134677c95eea08-800x450.svg",[327,328,329],"optimization","analytics","performance","Using AI Marketer IMI and Creative Library to Optimize Ad Performance","使用 AI Marketer IMI 和 Creative Library 优化广告效果",1776156236123]