GoogleGoogle

AI, personalization and the future of shopping

By Vidhya Srinivasan·2025年3月3日·3 分钟阅读

摘要

文章探讨了在消费者注意力分散的背景下,如何利用AI技术提升广告和购物体验以吸引用户。作者指出,消费者行为难以预测,但真正能打动他们的是个性化的内容。因此,Google正通过AI重新定义广告和购物选项,使其成为定制化探索的途径。

文章强调,AI技术已取得显著进展,可应用于广告投放和购物体验优化。例如,生成式AI改善了图像生成和产品推荐,同时简化了数据管理和广告工具集成。这些技术帮助企业创建相关、互动且美观的内容,满足每个用户的兴趣。

在用户触达方面,文章提到消费者在Google上每天进行超过10亿次购物,并在约三分之二的购买中发现新品牌、产品或零售商。因此,品牌需要在用户从发现到决策的全程中持续出现,而Google的搜索和视频平台为此提供了机会。

YouTube作为关键平台,创作者的影响力在年轻用户中尤其突出。用户对YouTube创作者推荐的信任度比其他社交平台高出98%。文章建议品牌通过互动广告和与创作者合作,在YouTube上提升广告相关性和购物体验,从而实现高效的增量提效。

在搜索端,AI驱动的多模态体验(如AI Overviews、Circle to Search和Lens)为用户提供了更自然的表达方式,并增加了商业查询量。Google已推出Lens广告、AI驱动的Google Shopping和虚拟试穿等功能,帮助用户更好地了解产品,提升转化率。文章呼吁品牌与Google合作,共同构建这一未来,并通过反馈实现协作与信任。

猜你喜欢

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 →
AppsFlyerAppsFlyer

2025 App Marketer Survey

The mobile advertising industry is optimistic heading into 2025, with 80% of marketers expecting the year to be as strong or stronger than 2024. Non-gaming apps are driving growth, with downloads up 12% YoY and IAP revenue increasing 20%+. Marketers are prioritizing profitability and ROAS, with over half reporting more aggressive KPIs. Generative AI is already benefiting creative production and optimization. iOS re-engagement remains underleveraged, and most marketers are still adapting to SKAN. Budgets are increasing, with a focus on ad networks and self-attributing networks.

Shani Rosenfelder·2025年2月17日·4 分钟阅读阅读文章 →
MetaMeta

Using the power of AI to reach customers wherever they are

Meta is investing in AI models like Andromeda to optimize ad performance. New omnichannel ads drive online and in-store sales, showing 15% lower CPA and 12% higher ROAS. Updates include simplified checkout for Shops ads, ads in Facebook notifications, and generative AI for virtual try-ons and text generation. Advertisers can request emails before promo codes and use site links on Instagram. These tools help capture demand and improve margins.

2025年3月21日·4 分钟阅读阅读文章 →
MetaMeta

IAB NewFronts 2025: Meta Presents New Solutions for Creators and Brands

Meta is testing Reels trending ads, allowing brands to run ads after popular creator Reels with brand safety controls. New tools like Trends in Creator Marketplace and a Discovery API help businesses find real-time cultural insights and scale creator partnerships. Ad formats expand with partnership ads featuring one header partner, Facebook Live Partnership ads, and Threads video ads. Video Expansion on Facebook Reels uses AI to optimize video aspect ratios for better performance.

2025年5月8日·3 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

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 →
GoogleGoogle

Google Marketing Live 2025

Google announces AI-powered ad innovations at Google Marketing Live, including AI Overviews ads on desktop and AI Mode, creative tools via Veo and Imagen, Smart Bidding Exploration for high-performing searches, and agentic capabilities for businesses. These updates aim to make ads more predictive, personalized, and effective, helping marketers capture opportunities in Search and YouTube.

Vidhya Srinivasan·2025年5月21日·2 分钟阅读阅读文章 →
GoogleGoogle

Unlock next-level performance with AI Max for Search campaigns

Google Search is evolving with AI to become more exploratory and multimodal, enabling better intent prediction and ad relevance. The new AI Max for Search campaigns suite, launching in beta, offers one-click activation of targeting and creative enhancements. It uses broad match and keywordless technology to expand reach to new, high-performing queries, with typical 14% more conversions at similar CPA/ROAS. Advertisers like L'Oréal and MyConnect saw significant lifts: L'Oréal achieved 2x higher conversion rate at 31% lower cost-per-conversion, while MyConnect gained 16% more leads. New controls include location-of-interest targeting and brand controls for precision.

Brian Burdick·2025年5月6日·3 分钟阅读阅读文章 →

更多来自 Google

Prepare for the holiday season with July’s Demand Gen Drop.

假日购物季中,消费者在YouTube上寻求真实视频体验,94%的用户观看相关视频后采取进一步购买行动。通过Demand Gen广告新增的Checkout Links(现覆盖9个新市场)可直接引导用户至优化结算页,平均提升转化率6%。升级的t...

2026年7月29日·1 分钟阅读

Optimize your reach and frequency across campaigns with video campaign groups.

Google Ads 在全球推出视频广告活动组的 YouTube 触达和频次优化功能,允许广告主跨多个视频广告活动协调触达与频次,简化管理流程并提升投放效果。据 Google Meridian MMM 研究,最佳频次为每周 2.7 次,可带...

2026年7月13日·1 分钟阅读

Expanding AI transparency in ads

谷歌在广告产品中新增AI透明度标识,通过My Ad Center面板显示广告是否由AI生成,同时为广告主提供自动化披露工具和手动标示控件。此举旨在帮助用户理解广告来源,并引导广告主适应行业标准。该功能基于已有的SynthID水印和选举广告合...

2026年7月9日·1 分钟阅读

Unlock deeper insights for YouTube brand campaigns.

YouTube推出新功能,助力品牌广告效果衡量与优化。Shorts广告观看超10秒并点赞可提升品牌考虑度15%和好感度20%,Attributed Branded Searches显示每次品牌搜索平均带来31美元销售增长。品牌应积极采用这些...

2026年6月29日·1 分钟阅读

Elevate your campaign performance with June’s Demand Gen Drop.

Google 扩展 Demand Gen 能力,新增视频尺寸自动转换、Gemini 驱动的创意建议和 Web to App 归因测量。72% 的 YouTube 增量转化来自新客户,新功能旨在帮助广告主提升广告效果和新用户获取。这些更新让 ...

2026年6月25日·2 分钟阅读

Cannes Lions 2026: Strengthen creative campaigns with new tools from YouTube

YouTube在戛纳国际创意节宣布推出基于Gemini的AI洞察工具,助力品牌与代理商把握创作者营销新机遇。新工具包括美国市场趋势深度分析、品牌脉冲指标整合、创作者数据API接口,以及利用Gemini优化Demand Gen广告系列的创意建...

2026年6月23日·1 分钟阅读