--- title: Pixalate's Q4 2023 Connected TV Invalid Traffic Benchmarks Report description: Pixalate's Q4 2023 Connected TV Invalid Traffic Benchmarks Report analyzes the invalid traffic rates for open programmatic advertising on CTV devices. image: https://www.pixalate.com/hubfs/Q4%202023%20IVT%20Benchmark%20Report%20-%20CTV%20cover.png --- [![pixalate-full-logo](https://www.pixalate.com/hs-fs/hubfs/Pixalate_Logos/pixalate-full-logo.jpg?width=150&height=60&name=pixalate-full-logo.jpg "pixalate-full-logo")](https://www.pixalate.com) Search **Menu** ** ** ![](https://www.pixalate.com/hubfs/social-suggested-images/f.hubspotusercontent40.nethubfs2364596Blog_MediaBlog%20photospixalate-blog-bg.png) [Ad Fraud](https://www.pixalate.com/blog/topic/ad-fraud) | [Benchmarks](https://www.pixalate.com/blog/topic/benchmarks) | [CTV](https://www.pixalate.com/blog/topic/ctv) | [IVT](https://www.pixalate.com/blog/topic/ivt) | 2 min read # Pixalate Releases Q4 2023 Global Ad Fraud Benchmarks for CTV: 17% Invalid Traffic Rate Across CTV Platforms Including Roku, Amazon Fire TV, Apple TV, Samsung Smart TV, Totaling $1.1B in Lost Ad Spend Written by [Pixalate](https://www.pixalate.com/blog/author/pixalate) Mar 13, 2024 1:30:00 PM *Research into Q4 2023 global invalid traffic (IVT, including ad fraud) in open programmatic CTV advertising reveals traffic from EMEA reported the highest CTV IVT rate at 42%, while UK-based traffic on CTV apps had the highest IVT rate worldwide at 49%* **London, 14 March 2024 **-- [Pixalate](https://www.pixalate.com/), the global market-leading ad fraud protection, privacy, and compliance analytics platform, today released the [Q4 2023 Global Connected TV (CTV) Invalid Traffic Benchmark Report](https://www.pixalate.com/connected-tv-invalid-traffic-benchmarks-report), analyzing the invalid traffic (IVT, including ad fraud) rates for open programmatic advertising on CTV devices including Roku, Apple TV, Samsung Smart TV, Amazon Fire TV, LG, Vizio, Xiaomi, and more. To compile the research, Pixalate’s data science team analyzed over 3 billion open programmatic CTV ad impressions in Q4 2023. The report benchmarks IVT and ad fraud across CTV devices by global region (Global, North America, EMEA, APAC, LATAM), country, device type, app category, and app-ads.txt files. ## ** ****Key Findings:** ## **IVT Benchmarks in Open Programmatic Advertising on CTV** - In Q4 2023, the **global** CTV IVT rate was **17% **(down from 18% in Q4 2022) - Estimated $1.1 billion in global CTV open programmatic ad spend lost to IVT in Q4 2023, based on Pixalate’s [estimate](https://www.pixalate.com/ctv-ad-supply-chain-trends-report) of $6.5 billion in open programmatic CTV ad spend in the quarter - Traffic from **EMEA **reported the highest CTV IVT rate at **42%** - **UK-based** traffic on CTV apps had the highest IVT rate worldwide at **49%** - **Amazon Fire TV **devices had a **30%** IVT rate - **Roku **and **Apple TV **had a **14%** IVT rate  - **Samsung **device had the lowest IVT rate among leading CTV devices (**11%**) - **Amazon Fire TV **apps in the “Video-Sharing” category had an IVT rate of **40%** Download a free copy of the report today: [![Download Now](https://no-cache.hubspot.com/cta/default/2364596/1c240d4f-2b31-432e-bf94-f3be9f7b8450.png)](https://cta-redirect.hubspot.com/cta/redirect/2364596/1c240d4f-2b31-432e-bf94-f3be9f7b8450) **About Pixalate** Pixalate is a global platform for privacy compliance, ad fraud prevention, and data intelligence in the digital ad supply chain. Founded in 2012, Pixalate’s platform is trusted by regulators, data researchers, advertisers, publishers, ad tech platforms, and financial analysts across the Connected TV (CTV), mobile app, and website ecosystems. Pixalate is MRC-accredited for the detection and filtration of Sophisticated Invalid Traffic (SIVT). [www.pixalate.com](https://www.pixalate.com/) **Disclaimer** *The content of this press release, and the Q4 2023 Connected TV Invalid Traffic Benchmarks Report (the "****Report****"), reflect Pixalate's opinions with respect to factors that Pixalate believes can be useful to the digital media industry. Any data shared is grounded in Pixalate’s proprietary technology and analytics, which Pixalate is continuously evaluating and updating. Any references to outside sources should not be construed as endorsements. Pixalate’s opinions are just that, opinions, which means that they are neither facts nor guarantees. Pixalate is sharing this data not to impugn the standing or reputation of any entity, person or app, but, instead, to report findings and trends pertaining to programmatic advertising activity in the time period studied. Pixalate does not independently verify third-party information. Per the *[*Media Rating Council (MRC)*](https://mediaratingcouncil.org/sites/default/files/Standards/081815%20Viewable%20Ad%20Impression%20Guideline_v2.0_Final.pdf)*, “‘Invalid Traffic’ is defined generally as traffic that does not meet certain ad serving quality or completeness criteria, or otherwise does not represent legitimate ad traffic that should be included in measurement counts. Among the reasons why ad traffic may be deemed invalid is it is a result of non-human traffic (spiders, bots, etc.), or activity designed to produce fraudulent traffic.” IVT is also sometimes referred to as “ad fraud.” Per the *[*MRC*](https://mediaratingcouncil.org/sites/default/files/Standards/IVT%20Addendum%20Update%20062520.pdf)*, “'Fraud' is not intended to represent fraud as defined in various laws, statutes and ordinances or as conventionally used in U.S. Court or other legal proceedings, but rather a custom definition strictly for advertising measurement purposes.”* ### Search Blog Search ### Follow Pixalate ### Subscribe to our blog *By entering your email address and clicking Subscribe, you are agreeing to our [Terms of Use ](https://www.pixalate.com/terms)and [Privacy Policy.](https://www.pixalate.com/privacypolicy) Previous Story [← Pixalate Releases Q4 2023 Global Ad Fraud Benchmarks for Desktop & Mobile Web Traffic: North America Had 12% Invalid Traffic (IVT) Rate, Tied With APAC and LATAM For Highest](https://www.pixalate.com/blog/q4-2023-desktop-and-mobile-web-invalid-traffic-benchmarks-report) [** ](https://www.pixalate.com/blog) Next Story [Pixalate Releases Q4 2023 Global Ad Fraud Benchmarks for Mobile Apps: 21% Invalid Traffic (IVT) Rate Across Apps in Google, Apple App Stores - Google Apps Had 37% Higher IVT Than Apple →](https://www.pixalate.com/blog/q4-2023-mobile-apps-invalid-traffic-benchmarks-report) ## You May Also Like These Stories on Ad Fraud [![](https://www.pixalate.com/hubfs/vMVPD%20Apps%20Traffic%20Analysis%20Report%20blog%20cover.png) ](https://www.pixalate.com/blog/pixalate-releases-global-top-20-most-popular-ctv-virtual-multichannel-video-programming-distribution-vmvpd-apps-reports-for-q1-2026) [Ad Fraud](https://www.pixalate.com/blog/topic/ad-fraud) ### [Global Top 20 Most Popular CTV Virtual Multichannel Video Programming Distribution (vMVPD) Apps Reports for Q1 2026: ‘Hulu’ No. 1 on Apple TV, ‘Tubi’ Leads on Roku, ‘Pluto TV’ leads on Amazon Fire TV](https://www.pixalate.com/blog/pixalate-releases-global-top-20-most-popular-ctv-virtual-multichannel-video-programming-distribution-vmvpd-apps-reports-for-q1-2026) Jun 10, 2026 9:00:00 AM | 3 min read [![](https://www.pixalate.com/hubfs/Blog%20Media/2026%20Covers%20and%20Images/MONTHLY%20MOST%20COMMON%20MOBILE%20AD%20FRAUD%20TYPES%20GOOGLE%20-%20APPLE%20BLOG%20COVER.png) ](https://www.pixalate.com/blog/pixalates-may-2026-most-common-mobile-app-ad-fraud-types) [Ad Fraud](https://www.pixalate.com/blog/topic/ad-fraud) ### [Pixalate Releases May 2026 Most Common Mobile App Ad Fraud Types: ‘High Risk Device ID’ Most Common Type Across Google Play Store (32%); ‘High Risk IP’ Most Common on Apple App Store (48%)](https://www.pixalate.com/blog/pixalates-may-2026-most-common-mobile-app-ad-fraud-types) Jun 9, 2026 9:00:00 AM | 2 min read [![](https://www.pixalate.com/hubfs/Blog%20Media/2026%20Covers%20and%20Images/MONTHLY%20MOST%20COMMON%20CTV%20AD%20FRAUD%20TYPES%20BLOG%20COVER.jpg) ](https://www.pixalate.com/blog/pixalates-may-2026-most-common-programmatic-ad-fraud-types-in-ctv-apps) [Ad Fraud](https://www.pixalate.com/blog/topic/ad-fraud) ### [Pixalate Releases May 2026 Most Common Programmatic Ad Fraud Types in CTV Apps: ‘Proxy’ Most Common on Samsung Smart TV & LG Smart TV, ‘App Spoofing’ Most Common on Amazon Fire TV & Apple TV](https://www.pixalate.com/blog/pixalates-may-2026-most-common-programmatic-ad-fraud-types-in-ctv-apps) Jun 9, 2026 9:00:00 AM | 3 min read ** ### Subscribe to our blog *By entering your email address and clicking Subscribe, you are agreeing to our [Terms of Use ](https://www.pixalate.com/terms)and [Privacy Policy.](https://www.pixalate.com/privacypolicy) ![pixalate-logo-red-small](https://www.pixalate.com/hs-fs/hubfs/2018NewTemplate/pixalate-logo-red-small.png?width=208&name=pixalate-logo-red-small.png "pixalate-logo-red-small") ** By entering your email address and clicking Subscribe, you are agreeing to our [Terms of Use](https://www.pixalate.com/terms) and [Privacy Policy](https://www.pixalate.com/privacypolicy) Products [Analytics](https://www.pixalate.com/products/analytics) [Blocking](https://www.pixalate.com/products/blocking) [Media Rating Terminal](https://www.pixalate.com/products/mrt) [Publisher Trust Indexes](https://www.pixalate.com/rankings/?group=app&reportId=publisherTrustIndex) [Seller Trust Indexes](https://www.pixalate.com/rankings/?group=app&reportId=publisherTrustIndex) [IoT Device Rankings](https://www.pixalate.com/rankings/?group=app&reportId=iotDeviceReach) Resources [Blog](https://blog.pixalate.com/) [Press](https://www.pixalate.com/press) [Careers](https://www.pixalate.com/jobs) [Team](https://info.pixalate.com/pixalate-leadership-team) Contact Email [** sales@pixalate.com ](mailto:sales@pixalate.com) [** privacy@pixalate.com ](mailto:privacy@pixalate.com) US: [** +1 888 749 2528 ](tel:+1%20888%20749%202528) EU: [** +44 (0)800 011 2050 ](tel:+44%20(0)800%20011%202050) Slack: [Join ATSAPI Slack Channel ](https://atsapi-pixalate.slack.com/join/shared_invite/zt-10dtow5cj-OEtlNr5yzJkrZMQUqcEEow#/shared-invite/email) Offices Global Offices US 1775 Greensboro Station Place, Suite 425, McLean, VA 22102 UK 20 North Audley Street London, W1K 6WE, United Kingdom EU 10 Earlsfort Terrace Dublin 2, D02 T380, Ireland Singapore 10 Anson Road, #22-02 International Plaza, Singapore 079903 [![facebook](https://www.pixalate.com/hubfs/footer/icons/facebook.png) ](https://www.facebook.com/pixalate) [![x](https://www.pixalate.com/hubfs/footer/icons/twitter-x.png) ](https://twitter.com/pixalateinc) [![linkedin](https://www.pixalate.com/hubfs/footer/icons/linkedin.png) ](https://www.linkedin.com/company/pixalate) ![wechat](https://www.pixalate.com/hubfs/footer/icons/wechat.png) [![slack](https://www.pixalate.com/hubfs/footer/icons/slack.png) ](https://atsapi-pixalate.slack.com/join/shared_invite/zt-10dtow5cj-OEtlNr5yzJkrZMQUqcEEow#/shared-invite/email) [Terms of Use](https://www.pixalate.com/terms) [Privacy Policy](https://www.pixalate.com/privacypolicy) [GDPR Compliance](https://www.pixalate.com/gdpr) Disclaimer Copyright © 2025 Pixalate [Back to top **](https://www.pixalate.com/blog/q4-2023-connected-tv-invalid-traffic-benchmarks-report#) # Disclaimer Disclaimer: The content of this page reflects Pixalate’s opinions with respect to the factors that Pixalate believes can be useful to the digital media industry. 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