All Content from Business Insider 11月07日 04:14
生成式AI成为TikTok Shop的品控难题
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生成式AI正给TikTok Shop的品控团队带来挑战。欺诈者利用AI技术上线虚假品牌或仿冒商品,试图欺骗用户购买不存在的商品。TikTok Shop的品控负责人表示,公司正结合AI和人工审核来打击此类欺诈行为。这种利用AI进行电商欺诈的手段日益复杂,对平台审核团队构成严峻考验。TikTok Shop正通过内部检测工具和外部合作,混合使用AI和人工审核来识别和移除违规商品及卖家,以维护平台质量和用户信任。

🛍️ **AI驱动的电商欺诈日益猖獗**:欺诈者正利用生成式AI工具创建虚假品牌和仿冒产品,以欺骗TikTok Shop用户,让他们为并不存在的商品付款。这种犯罪行为已演变成有组织的活动,旨在骗取钱财而不发货。

⚖️ **AI与人工审核的协同应对**:为了对抗日益复杂的欺诈手段,TikTok Shop采取了AI与人工审核相结合的策略。公司自主开发了内部检测工具,并与外部公司合作,共同负责识别欺诈账户和商品列表,有效利用“以AI对抗AI”的模式。

📉 **平台严厉的品控措施**:TikTok Shop在2025年前六个月内,已拒绝了7000万件商品,并移除了70万名违规卖家。尽管平台有明确的禁用商品清单,但仍有卖家试图通过其过滤系统销售违禁品或仿冒品,这给品控带来了持续的挑战。

AI-generated "slop" isn't just mucking up our social feeds with deepfakes and other unsavory content. It's also becoming a real problem for marketplace quality teams at e-commerce platforms like TikTok Shop.

Fraudulent sellers are using generative AI tools to make fake brands or dupe products in an attempt to get users to pay for goods that don't actually exist, said Nicolas Waldmann, who leads TikTok Shop's governance and experience external affairs team.

"It's organized crime, to be honest," Waldmann said. "They're trying to basically go through and sell, and of course, never deliver anything, and then run with the money."

While this type of e-commerce fraud has been around for years, generative AI has increased the sophistication of the methods that bad actors use to try to trick moderation teams on platforms like TikTok Shop or Amazon, Waldmann said.

TikTok uses a mix of human and AI moderation to help track down fraudulent accounts and listings. The company has its own in-house detection tools, as well as partnerships with outside firms to manage tasks like authenticating pre-owned luxury goods.

"We use AI to basically deal with AI," Waldmann said.

In a new report published Thursday, the company said it had rejected 70 million products and removed 700,000 sellers for various policy violations in the first six months of 2025.

TikTok Shop is a top priority at the social-video company, which has set ambitious growth targets that have been challenging for its US team to hit. Last year, the company drove $100 million in single-day sales on Black Friday in the US.

The company has run into a variety of marketplace quality challenges since it began testing its e-commerce tool in the US in 2022. While TikTok has a lengthy list of prohibited items listed on its website, savvy operators have still managed to break through its filters to sell items like THC syrup and sex toys. "Dupes," or knockoff versions of household-name items, have also created headaches for the social-shopping app. The company's automated enforcement has irked some sellers in the past who said they were hit with violations without a clear explanation.

Read the original article on Business Insider

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相关标签

TikTok Shop Generative AI E-commerce Fraud AI Moderation Marketplace Quality 生成式AI 电商欺诈 人工智能审核 平台品控
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