GoogleGoogle

Unlock next-level performance with AI Max for Search campaigns

By Brian Burdick·2025年5月6日·3 分钟阅读

摘要

Google 宣布为搜索广告推出 AI Max 功能套件,这是一套集成了目标拓展与创意优化的工具,旨在帮助广告主利用 AI 挖掘新的搜索意图并提升广告相关性。该套件包括搜索词匹配(结合广泛匹配和无关键词技术)、文字自定义(基于落地页和关键词生成标题和描述)以及最终 URL 扩展等能力,让广告主能够触达此前无法覆盖的高相关性搜索查询。

测试数据显示,启用 AI Max 的搜索广告活动平均可获得 14% 的转化量或转化价值提升,同时在类似 CPA/ROAS 水平下实现增量。对于仍主要使用精确和词组匹配的广告主,典型提升幅度更高达 27%。美容品牌 L'Oréal 通过 AI Max 发现新的搜索机会,转化率提升 2 倍,单次转化成本降低 31%;澳大利亚 utility 连接服务公司 MyConnect 在已有智能出价和广泛匹配的基础上额外获得 16% 的线索增长,CPA 降低 13%,其中净新增查询带来的转化量增长 30%。

AI Max 还引入了更精细的控制选项,以弥补自动化可能带来的精度损失。新增“关注地理意图”功能可在广告组层面基于用户的地理意图进行投放;品牌控制支持在广告系列和广告组层级指定或排除特定品牌。同时,新的 URL 参数让广告主能够跨所有匹配类型查看搜索词,从而优化落地页并保持详细追踪。报告方面,搜索词报告将展示标题和 URL,资产报告将增加花费和转化等 KPI 指标,并支持资产移除和 URL 控制。

这些功能将从本月下旬起向全球广告主开放 beta 测试。Google 鼓励广告主将 AI Max 中的所有功能结合使用,以精准捕捉新意图并向用户展示相关广告内容。更多详情将在 5 月 21 日的 Google Marketing Live 上公布。

猜你喜欢

AdjustAdjust

How are LLMs transforming mobile user acquisition? | Adjust

LLMs like ChatGPT and Gemini are reshaping mobile app discovery, with traditional search volume expected to decline 25% by 2026. These AI platforms act as answer engines, delivering direct app recommendations to users. For ad ops, this shift requires optimizing for LLM visibility through structured content and reputation management. While native ad formats are in early testing on platforms like Perplexity and Gemini, early adoption can secure high-intent placements. Marketers should track AI-driven traffic and align discovery strategies across ASO, SEO, and LLMs to stay competitive in an AI-first environment.

the content of the·2025年7月8日·6 分钟阅读阅读文章 →
AppsFlyerAppsFlyer

Unlock the value of web-to-app

Web-to-app strategies boost conversions by 77% and achieve 13.6% average paying user rate. Brands like adidas saw 2.4x higher ROAS from deep-linked users, while AirAsia improved bookings by 19%. Key challenges include measurement gaps, siloed teams, and onboarding friction. Solutions involve Google Ads Web-to-App Install and Web to App Connect with AppsFlyer Smart Banners and deep linking. Actionable steps: set tracking, import conversions, activate smart bidding, and deep link users.

Shani Rosenfelder·2025年5月15日·12 分钟阅读阅读文章 →
AdjustAdjust

How AI is transforming personalization in mobile marketing | Adjust

AI personalization is now essential for mobile marketing, with 71% of consumers expecting tailored experiences. This article outlines how AI enhances audience intelligence, creative personalization via DCO and GenAI, engagement timing, and measurement. Marketers should start small with focused A/B tests, prioritize user value, and collaborate across UA, CRM, and product. Key challenges include privacy, overpersonalization, and model bias. Adjust's Growth Copilot offers AI-driven analytics to streamline decision-making.

automating and predicting aspects·2025年7月15日·7 分钟阅读阅读文章 →
MolocoMoloco

Inside Moloco's CARA: the AI that compounds

The open internet presents unique challenges for performance advertising: fragmented identity, closed first-price auctions, and non-stationary supply. Moloco's CARA compound architecture tackles this with six integrated technical domains—Campaign Automation, Supply, Ad Recommendations, Bidding, Creative, and Signals—running on a unified ML infrastructure. Key insights for ad ops: the system continuously learns from every interaction, uses knowledge distillation to serve real-time predictions under 10ms latency, and validates improvements through rigorous live experiments. In 2025, 65 validated model updates reduced CPA by 17% and improved ROAS by 27%. The key takeaway: compound AI architectures that connect prediction, bidding, creative, and data can unlock measurable performance gains beyond walled gardens.

Tal Shaked·2026年8月7日·14 分钟阅读阅读文章 →
AppsFlyerAppsFlyer

Winning big with influencers: A comprehensive guide for app marketers

Influencer marketing drives app growth by building trust and authenticity beyond traditional UA. Budgeting should start with target markets, CPM benchmarks, and a 25% uplift in daily organic installs. Choose creators based on data: audience demographics, recent views, and content alignment. Measure performance with granular attribution links (e.g., AppsFlyer OneLink) to track installs, conversions, and ROI. Avoid vanity metrics; focus on CVR, retention, and long-tail effects. Start with small campaigns to gather benchmarks before scaling.

Marion Balinoff·2025年4月7日·12 分钟阅读阅读文章 →
AppsFlyerAppsFlyer

Cross-channel marketing analytics: how it works in 2026

Cross-channel marketing analytics isn't about putting Meta, Google, and TikTok numbers side by side—they often double-count the same customer journey. Fragmented identity is the real culprit; without a first-party Customer User ID, attribution measures platform credit, not customer value. The article explains that deduplicating conversions across mobile, web, and CTV can lift attributed revenue by 30–60% and improve ROAS by 20%. It walks through attribution models, warns against platform-native analytics, and advises using an independent MMP for true cross-channel measurement. Ad ops takeaway: fix identity resolution first, because AI-driven optimization and budget allocation depend on trustworthy, deduplicated data.

Rachel Siegman·2026年9月3日·14 分钟阅读阅读文章 →
MetaMeta

Meta Advantage+ explained in two minutes

Meta Advantage+ suite uses AI to automate ads, reducing cost per result by 5% with opportunity score recommendations. End-to-end tools like Advantage+ sales, app, and leads campaigns lower CPA by up to 10%. Single-step solutions include Advantage+ audience (7% lower CPA), placements, campaign budget (4.6% CPA decrease), creative (11% higher CTR), and destination (29% incremental ROAS with Shop ads). For every dollar spent, advertisers generate $4.52 in revenue, a 22% increase over standard campaigns.

2025年4月21日·4 分钟阅读阅读文章 →
GoogleGoogle

More opportunities for your business on Google Search

AI Overviews boosts Google Search usage by 10%, improving user satisfaction and commercial queries. Ads in AI Overviews expand to desktop in the US, with global rollout planned.

Keyword Team·2025年5月21日·3 分钟阅读阅读文章 →

更多来自 Google

Build campaigns that drive high-converting, sales-ready leads.

销售周期持续拉长、线索转化路径难以追踪,使得 lead gen 投放的 ROI 衡量正变得空前困难——除非用户主动填写表单,否则很难判断到底是什么在驱动转化。在纽约 Rethink ROI 现场录制的 Ads Decoded 播客中,Goo...

2026年9月18日·1 分钟阅读

Rethink 2026

文章是对 Rethink 2026 活动的预告,指出即将到来的假日购物季将由 AI 全面驱动,营销人员需要新的产品能力与实战方法才能抓住增长窗口。主办方将集中释出一批产品更新与可落地的客户触达打法,帮助广告主在旺季提升投放效率与 ROI。对...

2026年9月16日·1 分钟阅读

Rethink your strategy to drive sales this holiday season.

Google 在纽约举办 Rethink Retail 活动后,其 Ads Product Liaison Ginny Marvin 与负责零售广告体验的 Group Product Manager Enric Durany 在 Ads D...

2026年9月16日·1 分钟阅读

Drive profitable growth with new data and measurement tools

Google 正将效果衡量从被动报告升级为主动增长引擎,围绕数据基础、多重信号与因果证明三要素推出新能力。Data Manager 与 GA、DV360 打通,并推出 universal Data Manager API 与 enhance...

2026年9月10日·2 分钟阅读

Build a measurement stack you can rely on to steer your campaigns.

本文探讨了如何构建一个可靠的测量体系,以应对归因分析、增量测试和MMM(媒体组合模型)等工具之间的冲突。Google Ads产品管理总监强调,广告主应结合多种测量方法,并重视长期价值而非短期ROAS,同时介绍了支持更长购买路径的Qualif...

2026年9月2日·1 分钟阅读

Reach your audience in new ways with August’s Demand Gen Drop.

Google在2025年下半年对Demand Gen广告进行了数百项改进,平均为广告主带来30%的转化或转化价值提升。最新更新包括在YouTube上测试从广告直接跳转至消息应用以促进高意向用户转化,并为旅游行业推出本地活动、实时优惠及个性化...

2026年8月27日·1 分钟阅读