--- title: "全球研究：在人工智能的推動下，全球 CTV 欺詐方案激增 140%" type: "News" locale: "zh-HK" url: "https://longbridge.com/zh-HK/news/285560153.md" description: "最近一份由 DoubleVerify 發佈的報告顯示，全球連接電視（CTV）欺詐方案激增了 140%，這一增長受到人工智能進步的推動。該報告基於廣泛的數據和調查，突顯了欺詐手段日益複雜，對廣告商造成了顯著的財務影響。值得注意的是，機器人活動和欺詐應用程序的數量有所增加，且不同地區的欺詐類型存在差異。研究結果挑戰了直接 CTV 交易無欺詐的假設，強調了獨立驗證的必要性。DV 的新解決方案旨在通過關注高質量的展示，提高媒體效率和廣告活動的表現" datetime: "2026-05-07T13:00:00.000Z" locales: - [zh-CN](https://longbridge.com/zh-CN/news/285560153.md) - [en](https://longbridge.com/en/news/285560153.md) - [zh-HK](https://longbridge.com/zh-HK/news/285560153.md) --- # 全球研究：在人工智能的推動下，全球 CTV 欺詐方案激增 140% NEW YORK, May 07, 2026 (GLOBE NEWSWIRE) -- DoubleVerify ( DV ) (“DV”) , the leading software platform to verify media quality, optimize ad performance and prove campaign outcomes, today released its 2026 Global Insights report, **_Must-CTV: Streaming’s Shift From Promise to Performance_**. The insights are based on proprietary DV measurement data spanning billions of impressions from DV-protected campaigns and controlled tests where protection controls were not applied. The report also includes surveys of more than 2,000 marketers and 22,000 consumers in over 20 global markets. A core finding from the research shows how **AI is fueling more sophisticated fraud, with** **connected TV (CTV) schemes accelerating worldwide**. DV detected 140% more CTV fraud schemes and variants in Q1 2026 compared with Q1 2025, underscoring how fraudsters are using advanced tools to scale and create more complex operations. “CTV is attracting premium spend and bad actors right along with it,” **said Gilit Saporta, VP, Fraud Lab at DoubleVerify ( DV )**. “Our research shows fraudsters are quick to exploit inefficiencies in the ecosystem, using AI and limited transparency to siphon value from advertisers, with tactics that vary by market. Brands need to get ahead of it by eliminating low-quality impressions and focusing investment on inventory with a real chance to perform.” Additional findings from DV’s report demonstrate how rapidly fraud is scaling across CTV: - **Persistent bot activity:** DV uncovered 50+ distinct CTV bot attacks and variants in 2025 alone. - **Explosive growth in fraudulent apps:** DV identified 10x more fraudulent CTV apps in 2025 vs. 2024. - **Significant financial impact:** In unprotected campaigns, even at conservative estimates, fraud can cost advertisers approximately $1.8 million per billion CTV impressions served. With trillions of CTV impressions served each year, these losses add up quickly. Notably, CTV fraud is not uniform across markets. Bot fraud uses software to imitate real users, while data center fraud comes from centralized servers generating high volumes of non-human traffic. In North America, bot fraud made up 82% of violations, while data center traffic dominated in APAC (98%), EMEA (66%) and LATAM (91%). The regional variation signals that fraudsters are adapting tactics by market, reinforcing the need for tailored approaches. DV’s research also challenges a common assumption in the market: that buying CTV inventory through direct deals or private marketplaces (PMPs) inherently reduces fraud. DV found bot activity in multiple direct CTV buys from major global advertisers. In one consumer healthcare campaign, 34% of impressions went to bots, compared with 25% in a major CPG campaign—both in direct deals. “There’s a perception that direct deals in CTV are fraud-free, but that’s not the case as fraud always finds a way,” **Saporta added**. “It can exist anywhere inventory is bought and sold. Without independent verification and proactive protections, advertisers risk paying premium prices for impressions that deliver no real value.” DV’s analysis shows a clear divide between protected (with verification controls) and unprotected environments. In DV-protected CTV campaigns, fraud rates were less than 1%, compared with nearly 9% in unprotected campaigns. As fraud grows more sophisticated, effective protection is not optional, but foundational to performance. Additionally, DV found that fewer than one-quarter (21%) of advertisers measure CTV performance using invalid traffic (IVT) or fraud detection as a KPI. While fraud prevention is not a direct measure of performance, it plays a critical role in enabling it. Fraudulent impressions have no chance to drive outcomes, and exposure to low-quality inventory limits campaign effectiveness. By identifying and avoiding invalid traffic, advertisers can shift investment toward high-quality impressions with real potential to perform—strengthening both media efficiency and overall campaign results. DV launched DV Authentic Streaming TV™ in January, combining verification and optimization to deliver granular pre-bid discovery, AI-powered activation and unified measurement across streaming TV and CTV. The solution helps brands avoid low-quality impressions, focus spend on high-performing, contextually relevant inventory and drive measurable outcomes. **_Must-CTV: Streaming’s Shift From Promise to Performance_**, the first of DV’s 2026 Global Insights reports, is now available. To receive the report and additional findings as they are published, sign up here: https://doubleverify.com/lp/report/ctv/verify/2026-dv-global-insights-streaming-tv **About DoubleVerify ( DV )** DoubleVerify ( DV ) (“DV”) is the industry’s leading media effectiveness platform that leverages AI to drive superior outcomes for global brands. By powering media efficiency and performance, DV strengthens the online advertising ecosystem, preserving the fair value exchange between buyers and sellers of digital media. Learn more at www.doubleverify.com. Chris Harihar 646-535-9475 chris@crenshawcomm.com Image: https://www.globenewswire.com/newsroom/ti?nf=OTcxNTI3NSM3NTg4MzU2IzIyOTA4NDI= Image: https://ml.globenewswire.com/media/M2Y4OTk5N2QtMWUwNC00MmIyLTg4NDUtZDFkODY3OTJhMjdiLTEzMDIzOTItMjAyNi0wNS0wNy1lbg==/tiny/DoubleVerify-Inc-.png Image: Primary Logo Source: DoubleVerify Inc. ### 相關股票 - [DV.US](https://longbridge.com/zh-HK/quote/DV.US.md) - [DTCR.US](https://longbridge.com/zh-HK/quote/DTCR.US.md) - [IGV.US](https://longbridge.com/zh-HK/quote/IGV.US.md) - [XSW.US](https://longbridge.com/zh-HK/quote/XSW.US.md) - [IDGT.US](https://longbridge.com/zh-HK/quote/IDGT.US.md) ## 相關資訊與研究 - [第三方帳號成資安破口，SailPoint：很多企業連「誰能登入」都不知道](https://longbridge.com/zh-HK/news/286868553.md) - [I/O 大會一文速覽 新模型不是重點 谷歌要讓 AI 進入一切](https://longbridge.com/zh-HK/news/286990338.md) - [COMPUTEX 2026 登場 鈺立微展示採用 AWS 的 Edge-to-Cloud 機器人平台](https://longbridge.com/zh-HK/news/287140738.md) - [經濟部成立智慧機器人研發中心 聚焦醫療、物流、餐飲、巡檢救災](https://longbridge.com/zh-HK/news/286865379.md) - [派拓網絡的 CEO 表示，人工智能不會減少工程師的數量：‘我需要更多工程師’](https://longbridge.com/zh-HK/news/286949969.md)