Google 在其 AI 模式工具中推出個人化購物廣告

Google 在其 AI 模式工具中推出個人化購物廣告

Hacker News·

Google 在其 AI 模式工具中推出名為「直接優惠」的個人化購物廣告試點計畫,讓零售商能根據 AI 驅動的對話和點擊,向購物者推送獨家優惠。

Image

Google Launches Personalized Shopping Ads Within Its AI Mode Tool

Image

Google has announced it is introducing personalized advertising for retailers to target shoppers purchasing items through AI Mode.

The advertising pilot, called “direct offers”, will enable advertisers to present exclusive offers to potential shoppers who are preparing to buy items within AI Mode. Brands will be able to choose the relevant offers they want to feature within Google’s “campaign settings” — Google’s Gemini 3 AI model will then use contextual information from shoppers’ conversations, and what they’ve clicked on, to determine when an offer is relevant to display.

The pilot is focused on enabling brands to create discounts for shoppers, but will soon introduce more advertising offers to “help shoppers prioritize value over price alone”, such as bundles and free shipping, the company said. For luxury brands, the ability to target potential customers with personalized offers, such as new member and loyalty programs, could be a lucrative top-of-funnel advertising opportunity.

Google told Vogue Business that for the pilot, advertisers pay per click, in a model that’s integrated within their existing budgets and billing, so no new payment model is needed.

“Google already elevates the most relevant products to meet your search criteria,” Google said in a blog post announcing the news. “But often, you are only ready to buy if you’re getting a great deal. Now, relevant retailers have an opportunity to also feature a special discount. This helps you get better value and helps the retailer close the sale.”

Google is already piloting the model with Shopify merchants as well as brands, including Elf Cosmetics, Petco and Samsonite. The model is currently only available to US merchants.

Alongside the new advertising model, Google also introduced a “Universal Commerce Protocol (UCP)”, co-developed with Shopify, which the companies said will allow US-based brands to sell directly within Google’s AI Mode. This feature — also available to e-commerce sites that don’t use Shopify — will allow shoppers to research and make purchases through an integrated checkout without leaving their AI chats.

Google also announced a third new feature, launching on Monday, that will allow brands to integrate a branded “business agent” within Google’s AI search. The feature, which is already being used by retailers including Poshmark and Reebok, helps brands customize how shoppers’ product questions are answered in their brand voices.

The past six months have seen a volley of announcements surrounding AI tools and integrated checkouts — OpenAI was the first major AI platform to announce an integrated checkout feature within its ChatGPT chatbot in September. The tech companies behind these tools say that by mimicking a personal shopping agent, this technology will help match consumers with their desired products faster and more accurately, leading to higher conversion and reduced returns.

It makes sense, then, that Google is choosing to pilot its new AI advertising model with personalized discounts first: early data suggests that consumers’ use of AI search for shopping is particularly motivated by finding the best deal. In a Shopify survey in the run-up to the festive season, 64% of consumers said they’d use AI for at least one task while holiday shopping, 29% said they’d used it for deal finding, and 20% for inspiration and product discovery, the company said at the time. If Google’s AI model is able to match consumers with more relevant and cheaper results faster than their manual searches within traditional search, these new features will drive up consumer adoption even more.

More Technology Stories from Vogue Business

How Nothing Plans to Become the Go-To Tech Brand for Gen Z Creatives

Why America’s Most Thorough Health Scan Is Launching in the UK

How ‘Unplugging’ Became Luxury’s Most Valuable Currency

Why Vinted Is Getting into the Payments Business

Will AI Be This Holiday Shopping Season’s Santa?

Image

Image

Image

Image

Image

© 2026 Condé Nast. All rights reserved. Vogue may earn a portion of sales from products that are purchased through our site as part of our Affiliate Partnerships with retailers. The material on this site may not be reproduced, distributed, transmitted, cached or otherwise used, except with the prior written permission of Condé Nast. Ad Choices

CN Fashion & Beauty

Hacker News

相關文章

  1. Google 在搜尋的 AI 模式中推出個人化智慧功能

    3 個月前

  2. Google 發布新協議,旨在簡化 AI 代理驅動的商業交易

    Techcrunch · 3 個月前

  3. Google 將成為我們的人工智慧驅動的中央規劃者嗎?

    3 個月前

  4. Google AI 模式現可存取您的 Gmail 和相片,提供個人化回覆

    Techcrunch · 3 個月前

  5. 消費者監督機構警告Google的AI購物協議;Google反駁其說法

    Techcrunch · 3 個月前