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Most US Shoppers Are Encountering Generative AI While Shopping Without Realizing It

Most US Shoppers Are Encountering Generative AI While Shopping Without Realizing It

大多数美国购物者在购物时都在接触人工智能生成,却没有意识到
PR Newswire ·  2024/11/13 13:11
  • A survey of 700 online shoppers in the US shows 71% are unaware of having used generative AI while shopping online even though most had recently shopped at retailers currently using it
  • 41% of customers say they would feel comfortable using a generative AI tool from a brand they trust
  • Most customers are optimistic about the impact of generative AI, saying they would provide relevant personal data in exchange for meaningful generative AI personalization
  • More than 50% said the biggest negative impacts to user experience are inaccurate product information and obvious errors
  • 一项针对700名美国在线购物者的调查显示,71%的人并不知道在网上购物时使用了生成性人工智能,即使大多数人最近在使用这些技术的零售商那里购物。
  • 41%的客户表示,他们愿意使用来自可信品牌的生成性人工智能工具。
  • 大多数客户对生成性人工智能的影响持乐观态度,他们表示愿意提供相关的个人数据,以换取有意义的生成性人工智能个性化服务。
  • 超过50%的人表示,对用户体验的最大负面影响是产品信息不准确和明显错误。

NEW YORK, Nov. 13, 2024 /PRNewswire/ --Generative AI continues to change the retail industry, enhancing customer interactions by providing personalized, efficient, and engaging shopping experiences. Yet many shoppers don't realize when they are encountering it. A Bain & Company survey of 700 online shoppers in the US found 71% of consumers say they are not aware of having used generative AI in their online shopping even though most have recently shopped with retailers where they are likely to have encountered it. But despite low awareness, customers are optimistic about the impact of generative AI, with roughly half seeing significant or transformative potential and many willing to provide personal data for better personalized recommendations.

纽约,2024年11月13日 /PRNewswire/ -- 生成性人工智能继续改变零售行业,通过提供个性化、高效和吸引人的购物体验来增强客户互动。然而,许多购物者并没有意识到他们在何时遭遇到这种技术。一项贝恩公司对700名美国在线购物者的调查发现,71%的消费者表示他们并不知道在网上购物时使用了生成性人工智能,即使大多数人最近在可能遇到此技术的零售商那里购物。然而,尽管认知度较低,客户对生成性人工智能的影响持乐观态度,大约一半的人认为其具有显著或变革性的潜力,许多人愿意提供个人数据以获取更好的个性化推荐。

The potential risk of generative AI turns out to be less a barrier to usage than expected. Respondents say their top reasons for not using generative AI tools while shopping online are because they're satisfied with current methods (47%) and don't see the need for new tools (39%). Just 22% said it's because they don't trust generative AI tools.

生成性人工智能的潜在风险似乎并不是使用障碍。受访者表示,他们在网上购物时不使用生成性人工智能工具的主要原因是他们对当前的方法感到满意(47%),并且没有看到新工具的必要性(39%)。仅有22%的人表示他们不信任生成性人工智能工具。

"The online shopping experience has been so finely tuned over the past couple decades that retailers' near-term generative AI priorities should be about complementing existing shopping habits, rather than replacing them," said Merritt Robinson, partner and global head of design for the Bain Innovation & Design team. "It's about enhancing, not disrupting, shopping flows. It may be somewhat counterintuitive, but this includes moving beyond some of the more explicit tools, like chatbots, to more passive solutions, such as summarized reviews on product pages. Much of the magic will then come from more proactive solutions, such as personalized content, tone of voice, and anticipatory service in customer interactions. Generative AI will help retailers stay in touch in more natural and helpful ways."

“在线购物体验在过去几十年间已经被精细调整,零售商近期的生成性人工智能优先事项应该是补充现有的购物习惯,而不是取而代之,”贝恩创新与设计团队的合伙人及全球设计负责人梅里特·罗宾逊表示。“这是对购物流程的增强,而不是干扰。虽然这可能是反直觉的,但这包括超越一些较为明显的工具,如聊天机器人,采用更被动的解决方案,例如产品页面上的总结性评价。大部分的魔力将来自于更为主动的解决方案,如个性化内容、语气以及在客户互动中的预见性服务。生成性人工智能将帮助零售商以更自然和有帮助的方式保持联系。”

Generative AI may hold new potential for customer data collection
Bain's research suggests customers understand generative AI's potential to personalize their experiences and that because of that, they're more willing to exchange data for better personalized recommendations than they might have been in other contexts.

生成性人工智能可能为客户数据收集带来新的潜力
贝恩的研究表明,客户理解生成性人工智能在个性化他们的体验方面的潜力,因此他们愿意为更好的个性化推荐交换数据,而不是在其他情况下。

Most shoppers say they would be willing to share data on personal interests, such as hobbies and favorite products, and demographics. In exchange, customers say they expect generative AI to help with the discovery and decision-making phases of their purchasing journey, specifically by finding products aligned with their timing, context, past purchases, and preferences.

大多数购物者表示,他们愿意分享个人兴趣的数据,例如爱好和喜欢的产品,以及人口统计信息。作为交换,客户表示,他们期望生成性人工智能能帮助他们在购买旅程的发现和决策阶段,特别是通过找到与他们的时机、上下文、过去的购买和偏好相对应的产品。

Building and maintaining shopper trust is essential
Retailers are asking customers to join an experiment, so building and maintaining trust is essential. Brand reputation goes a long way: 41% of customers say they would feel comfortable using a generative AI tool from a brand they trust.

建立和维护购物者的信任至关重要
零售商要求客户参与实验,因此建立和维护信任至关重要。品牌信誉非常重要:41%的客户表示,他们会对来自他们信任的品牌的生成性人工智能工具感到舒适。

Generative AI is still subject to hallucinations though, and these kinds of mistakes erode trust. More than half the customers we surveyed say the biggest negative impacts to user experience are inaccurate product information (56% say it's very or extremely negative) and obvious errors (57%). This is yet another reason to be transparent with customers about experimental uses of generative AI and to lean into passive applications, which can be more closely controlled.

然而,生成性人工智能仍然会出现幻觉,这些错误削弱了信任。我们调查的客户中有超过一半表示,用户体验的最大负面影响是产品信息不准确(56%的人表示这是非常或极其负面的)和明显错误(57%)。这又是一个向客户透明关于生成性人工智能实验性使用的原因,并倾向于被动应用,这样可以更好地控制。

"Generative AI provides a bridge to a more interactive and personalized retail experience," said Mikey Vu, partner and head of Bain's Retail AI practice. "Some executives are understandably concerned about its tendency to deliver inaccurate information and the impact that can have on customer relationships. That's why careful and thoughtful product design is pivotal. Setting expectations is key: 'should generative AI be perfect, or should it be reliably better than today's experience?' In practice, we've actually seen generative AI's customer responses be more accurate, on average, than those from human agents. Retailers who prioritize trust, transparency, and adaptability will unlock new levels of engagement and loyalty among their customers."

“生成性人工智能为更加互动和个性化的零售体验提供了一座桥梁,”贝恩零售人工智能业务合伙人兼负责人Mikey Vu说。“一些高管合理地担心其传递不准确信息的倾向以及这对客户关系的影响。这就是为什么细致周到的产品设计至关重要。设定预期是关键:‘生成性人工智能应该是完美的,还是应该比今天的体验更可靠?’实际上,我们发现生成性人工智能的客户反馈在平均水平上实际上比人类代理的反馈更准确。优先考虑信任、透明度和适应性的零售商将开启客户与品牌之间新的参与度和忠诚度。

Editor's Note: For more information or to arrange an interview, please contact: Katie Ware, Bain & Company, tel. +1 646 562 8107, email: [email protected].

编辑注:有关更多信息或安排采访,请联系:Katie Ware,贝恩公司,电话 +1 646 562 8107,电子邮件:[email protected]。

About Bain & Company

关于贝恩公司

Bain & Company is a global consultancy that helps the world's most ambitious change makers define the future.

贝恩公司是一家全球性咨询公司,帮助世界上最有抱负的变革者定义未来。

Across 65 cities in 40 countries, we work alongside our clients as one team with a shared ambition to achieve extraordinary results, outperform the competition, and redefine industries. We complement our tailored, integrated expertise with a vibrant ecosystem of digital innovators to deliver better, faster, and more enduring outcomes. Our 10-year commitment to invest more than $1 billion in pro bono services brings our talent, expertise, and insight to organizations tackling today's urgent challenges in education, racial equity, social justice, economic development, and the environment. We earned a platinum rating from EcoVadis, the leading platform for environmental, social, and ethical performance ratings for global supply chains, putting us in the top 1% of all companies. Since our founding in 1973, we have measured our success by the success of our clients, and we proudly maintain the highest level of client advocacy in the industry.

在40个国家的65个城市,我们与客户携手合作,共同以共享的目标实现卓越成果、超越竞争对手,并重新定义行业。我们用丰富的数字创新者生态系统来补充我们的定制综合专业知识,以提供更好、更快、更加持久的结果。我们承诺在未来十年内投资超过10亿的公益服务,将我们的才能、专业知识和洞察力带给那些应对当今教育、种族平等、社会正义、经济发展和环保母基等紧迫挑战的组织。我们获得了EcoVadis的铂金评级,EcoVadis是全球供应链环境、社会和道德表现评级的领先平台,使我们跻身所有公司的前1%。自1973年成立以来,我们的成功标准就是客户的成功,并且我们自豪地在行业中保持着最高水平的客户支持。

SOURCE Bain & Company

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