MetaMeta

The trends reshaping search and the ROI that justifies moving now

By Courtney Bailey·2026年5月14日·4 分钟阅读

摘要

文章第一部分指出消费者存在两种搜索模式,第二部分证明社交搜索不仅捕获需求,更能创造需求,且获客效率高于搜索。最后一部分回答了预算转移是否合理的核心问题。

趋势一:搜索预算正从搜索栏向外扩展。Google在美搜索广告份额将从十年前的67.1%降至2026年的不足50%,而非Google搜索广告支出将在2028年超过1000亿美元。然而,92%消费者使用社交平台获取产品信息,高于搜索引擎的79%,品牌当前预算结构仍过度偏向需求捕获,低估了需求创造。

趋势二:短视频成为新的搜索结果。在购物旅程中,Reels是用户最常遇到且认为最有帮助的格式。在Meta生态中,视觉内容不是文本结果页的附加,而是核心体验。将Reels作为可搜索资产而非单纯品牌曝光手段的品牌,正在赢得发现时刻。

趋势三:AI延长而非终结购物旅程。49%消费者已使用AI助手进行产品发现,70%计划在未来6个月内增加AI购物使用,71%在看到AI摘要后仍会点击进入。AI提供选项,社交提供验证。Meta的Shopping Mode结合AI检索与视觉社交上下文,并直接从产品目录中提取信息,因此目录准确性成为可发现性策略。

趋势四:增量数据支持立即转移。独立增量测量公司Measured分析了2025年200多个北美广告主的1万多个广告系列,采用基于地理位置的测试-对照组实验。结果发现,Meta在新客获取上的iROAS是搜索的2.3倍,在年支出5000万美元以上的品牌中,效率优势达46%。广告主应基于边际效率重新平衡预算,运行增量测试量化空间,将产品目录作为搜索资产,投资视觉证明和社交验证,并以地理测试增量作为测量标准。

分析师点评

值得关注的是,这篇文章出现在搜索广告格局加速分化的关键时刻:Google份额跌破50%的临界点与AI搜索兴起叠加,正在重塑‘搜索’的定义。文章从竞争视角切入,指出Meta不仅通过社交内容承接AI生成的消费意图,更以视觉验证和社交信任补足了传统搜索缺失的‘证明’环节。从趋势定位看,它将AI视为搜索行为的延长线而非终结者,反驳了‘AI会减少广告接触’的流行焦虑。

实操层面,第三方增量数据(如新客iROAS优于搜索2.3倍)为预算再分配提供了可量化依据,但文中强调的‘基于边际效率测试’才是关键——这暗示了行业从平台归因向因果测量的范式转移。对UA经理而言,这意味着搜索策略必须从‘关键词匹配’转向‘情境与信任的资产化’。

猜你喜欢

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 →
AppsFlyerAppsFlyer

Cross-platform measurement: the complete guide for 2026

Cross-platform measurement resolves the common problem of fragmented, device-level reporting that inflates ROAS and misallocates budgets. By unifying customer identity across web, mobile, CTV, and other surfaces, marketers gain a single view of LTV and attribution. AppsFlyer provides this via CUID stitching and Product Line grouping, enabling real-time, deduplicated insights without manual BI work. Key benefits include accurate cross-platform ROAS, elimination of duplicate attribution, and reliable data for AI-driven optimization.

Gil Bouhnick·2026年6月23日·12 分钟阅读阅读文章 →
AppsFlyerAppsFlyer

Marketing attribution: what it is and how to measure it

Marketing attribution is critical for connecting spend to revenue, but platform self-reporting and last-click bias distort budget decisions. Single-touch models (first/last-click) are simple but miss the full journey; multi-touch models (position-based, data-driven) are more accurate but require robust data. Mobile attribution is particularly challenging due to ATT, SKAdNetwork, and cross-platform gaps, necessitating a mobile measurement partner (MMP) for independent, deduplicated measurement. Clean attribution data is essential for AI-driven optimization—bad signals lead to bad decisions. Starting with position-based attribution and incrementality testing provides a practical foundation.

Shani Rosenfelder·2026年7月9日·15 分钟阅读阅读文章 →
MetaMeta

Free Insights, AI Tools, and a Playbook to Help You Grow

Meta introduces the Holiday Insights Center, offering data-driven strategies for small businesses to maximize holiday sales. Key insights: 85% of shoppers buy in-store after seeing products on social media; 59% message businesses during holidays; AI adoption is rising among shoppers and can streamline operations; 94% of shoppers use creator content for guidance. Advertising ROI is strong: $4 back per $1 spent. Actionable steps include optimizing social profiles, enabling messaging tools, leveraging AI, collaborating with creators, and updating data setups like Meta Pixel and Conversions API. The free Holiday Playbook provides step-by-step guidance.

2026年7月27日·10 分钟阅读阅读文章 →
AppsFlyerAppsFlyer

Omnichannel Analytics Explained

Omnichannel analytics unifies customer behavior and campaign performance across mobile, web, CTV, and AI search into one identity, one attribution model, and one ROAS number. The core problem: a single customer seen on three surfaces becomes three users, inflating performance and corrupting attribution, LTV, and retention. Stitching channel reports into one dashboard is not unification—each channel keeps its own attribution logic, so conversions get double-counted and upper-funnel spend looks unproductive. For ad ops leaders, the takeaway is that identity resolution (deterministic plus probabilistic, privacy-safe) must happen at the data layer before any dashboard exists. Platform choice hinges on surface coverage, identity resolution, compliance, incrementality testing, and migration support.

Roi Tamir·2026年10月5日·12 分钟阅读阅读文章 →
AppsFlyerAppsFlyer

Customer Lifetime Value (LTV): What It Is and How to Measure It

Customer lifetime value (LTV) is a critical long-term metric for app success, but most marketers measure it per-device, understating true value by 2-5x. Cross-platform LTV stitches together web, app, CTV, and more, attributing all revenue back to the original acquisition campaign. Key drivers include retention (5% increase boosts profits up to 95%), purchase frequency, average order value, and acquisition quality. To improve LTV, focus on retention, cross-platform adoption, and optimizing acquisition by predicted LTV rather than CPI.

Roi Tamir·2026年6月17日·12 分钟阅读阅读文章 →
AppsFlyerAppsFlyer

Introducing AEO Attribution & ChatGPT Ads: Measure Every Customer AI Is Sending You

AppsFlyer now attributes AI-driven app traffic on both sides of the funnel: earned organic discovery across 8 AI answer engines (ChatGPT, Claude, Perplexity, Gemini, Grok, Copilot, Manus, DeepSeek) and 13 search engines, plus paid campaigns via a new ChatGPT Ads integration using OpenAI's Conversions API. For ad ops teams, the practical win is deduplication and incrementality: SEO and AEO performance can be viewed side by side, and paid versus organic splits on the same platform (e.g., ChatGPT) reveal the true lift of ad spend rather than cannibalized organic conversions. Setup is low-lift, leveraging existing OneLink, App Links/Universal Links, and Smart Script infrastructure, with no added cost.

Shay Maoz·2026年9月16日·7 分钟阅读阅读文章 →
AppsFlyerAppsFlyer

I Built, Shipped, and Marketed a Mobile Game in 14 Days Using Only AI. Here’s What Actually Happened.

One person built, shipped, and marketed a mobile game in 14 days using AI tools, achieving 5,563 installs at $0.39 eCPI on $2,200 spend. MCPs (Model Context Protocol) were critical for agentic workflows. The AI agent CLAW managed ad campaigns via AppsFlyer MCP and BigQuery. Data Locker streamed raw data for analysis. Key takeaway: vendors must offer MCPs for fast, agentic data access; measurement stack (Data Locker, ROI 360, Creative Optimization) is essential for solo teams; human+AI beats AI alone.

Bobby Sayers·2026年6月23日·8 分钟阅读阅读文章 →

更多来自 Meta

The Second Brain on a Sixth-Generation Farm

文章以特拉华州第六代家族农场 Bennett Orchards 为例,说明在无冷链缓冲、全年收入押注 3—4 月几个霜冻夜的极端波动业务中,Muse for Small Business 通过接入分钟级温度记录仪与多源天气数据、自动生成简报...

2026年10月8日·4 分钟阅读

A New Way for Businesses and Personal Agents to Work Together

Meta(Muse 与 Meta Business Agents)联合 Sierra、Genesys、NiCE、Decagon、Rocket、Shopify、Stripe、Walmart 等伙伴共同推出 Personal Agent Pro...

2026年10月6日·6 分钟阅读

Advertising Week New York 2026: New AI Capabilities to Guide Campaigns and Reach Customers

在 Advertising Week New York 2026 上,Meta 集中发布了一系列 AI 广告能力与投放工具,覆盖创意生产、AI 助手、受众发现、生成式视频与站内直接结账五大环节。关键数据显示:采用 Meta AI 商业助手建...

2026年10月6日·5 分钟阅读

Meet the 2026 Meta Agency Award Winners

2026 年 Meta Agency Award 的获奖案例集中展示了代理商如何把 Meta 的自动化投放产品、AI 创意测试与转化信号回传能力,转化为可量化的生意结果——从品牌记忆度、用户获取到线下到店与 ROAS 的全面提升。关键数据颇...

2026年9月21日·9 分钟阅读

IAB Global Creator Week: Making it Easier for Businesses to Partner with Creators and Turn Discovery into Purchase

Meta 在 IAB 首届 Global Creator Week 宣布多项更新,让不同规模广告主和代理商更轻松地发现、对接创作者,并把创作者内容转化为高表现 Partnership Ads。数据显示,创作者推荐影响 45% 的消费者购买,...

2026年9月15日·3 分钟阅读

Introducing Meta One plans for businesses

Meta 正式面向全球企业逐步推出 Meta One 订阅服务,将 AI、高级商业工具、内容与受众洞察整合进 Instagram、Facebook 和 WhatsApp,核心免费体验保持不变。四档套餐按资产计费:Essential $14....

2026年9月15日·5 分钟阅读