优步开始向营销人员出售出行/外卖数据。
Uber starts selling ride/eats data to marketers

原始链接: https://www.businessinsider.com/uber-ads-launches-intelligence-insights-trips-takeout-data-marketers-2025-12

优步正在推出“优步洞察”(Uber Intelligence),一个利用其庞大的出行和配送数据,为广告商提供更深入受众洞察的新广告平台。该平台与LiveRamp合作,采用“安全数据空间”技术,通过安全地将广告商数据与优步数据结合,同时不共享个人身份信息,从而确保数据隐私。 这使得品牌能够了解客户行为——例如餐饮和旅行习惯——以优化营销策略。例如,一家酒店可以识别相关的本地合作伙伴。优步的目标是将这些洞察直接整合到其现有的广告形式中,包括应用内、车内和电子邮件,从而创造无缝的广告体验。 此次推出标志着优步的广告业务正在成熟,目前已达到15亿美元的年收入规模。分析师强调优步独特的“地面数据”作为一项竞争优势,但也强调了通过健全的隐私保护措施来维护消费者信任的重要性。优步洞察目前作为定制服务提供给顶级广告商。

## Uber 数据销售引发隐私担忧 近期《商业内幕》的一篇文章显示,Uber 现正通过一项名为“Uber Intelligence”的新计划,向营销人员出售汇总的用户数据——包括出行和饮食习惯。 这引发了 Hacker News 上的关于数据隐私和便利的真正代价的讨论。 许多评论者表达了愤世嫉俗,指出即使为服务付费也不能保证数据变现的结束。 尽管 Uber 声称数据已匿名化,但人们对 *去匿名化* 的可行性和潜在的详细用户画像表示担忧。 讨论的中心在于用户是否真正反对 *数据的使用方式*(定向广告),还是仅仅对广告本身感到厌烦。 有人认为,基于用户历史的定向广告比无关广告更可取,而另一些人则认为这是一种剥削行为,无论是否 perceived benefit。 最终,这场对话凸显了人们日益增长的认识,即用户数据是一种有价值的商品,而且公司将不断寻求新的方法来从中获利。
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原文

Uber wants advertisers to level up their marketing by tapping into data on the millions of rides and deliveries its users order every day.

The ride-hailing giant's ad division is announcing the launch of a new insights platform called Uber Intelligence on Monday, the company exclusively told Business Insider.

Launched in partnership with the data-connectivity platform LiveRamp, Uber Intelligence will let advertisers securely combine their customer data with Uber's to help surface insights about their audiences, based on what they eat and where they travel.

It uses LiveRamp's clean room technology, which lets companies aggregate their data in a privacy-safe environment, without sharing or seeing each other's raw or personally identifiable customer information.

A hotel brand could use Uber Intelligence to help identify which restaurants or entertainment venues it might want to partner with for its loyalty program, for example.

Uber also hopes the platform can act as a flywheel for its broader ad business. Marketers can use the data clean room for segmentation, such as identifying customers who are heavy business travelers, then targeting them with ads on their next trip to the airport in the Uber app or on screens inside Uber cars.

"That seamlessness is why we're so excited," Edwin Wong, global head of measurement at Uber Advertising, told Business Insider in an interview. He added that the aim is for marketers to begin saying, "'Oh, I'm not just understanding Uber, I'm understanding Uber in my marketing context.'"

Uber Intelligence is the latest step in the evolution of Uber's ad business. Uber officially launched its dedicated advertising division in 2022. It offers an array of ad formats in the Uber and Uber Eats apps, on in-car tablets, in emails to its users, and on car tops.

The company said in May that its ad business had reached a $1.5 billion revenue run rate — the figure it has projected to hit by the end of 2025 — which would represent a 60% increase on last year. The company doesn't break out a more specific ad-revenue figure and hasn't provided an update on the run-rate number since May.

Uber Intelligence forms part of a bespoke set of services it offers its top advertisers. Earlier this year, it launched a creative studio where brands can partner with Uber to deliver more bespoke campaigns, such as offering rides to Miami F1 Grand Prix attendees in a luxury vehicle sponsored by La Mer, packed with freebie skincare products.

Andrew Frank, analyst at the research firm Gartner, said the launch of Uber Intelligence is another signal that Uber's ad business is maturing.

"Early-stage ad businesses tend to focus exclusively on selling inventory while more mature ones focus more on delivering differentiated value through targeting and measurement solutions that help brands understand and optimize the impact of their spend," Frank told Business Insider.

Uber's unique source of "terrestrial data" put it in good standing against the likes of Amazon, Google, and other retail media networks that emphasize the value of their data-driven insights, Frank added. However, he said Uber may need to address privacy concerns related to aggregating highly sensitive data in order to maintain consumer trust and to comply with evolving global regulators as a collector of first-party data.

Vihan Sharma, chief revenue officer of LiveRamp, said its platform provides technical guarantees to ensure "zero movement of data."

"The whole objective of a clean room technology is to build trust between data owners and consumers and the advertising ecosystem," Sharma said.

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