
In this article…
Artificial intelligence (AI) and connected TV (CTV) have a perfect synergy that’s revolutionizing how advertisers connect with their audiences. CTV serves as a medium for streaming content, while AI acts as a sophisticated technology that improves the performance of CTV advertising campaigns. The integration of these two technologies has paved the way for advertisers to reach their target audience more effectively, making CTV advertising a powerful and efficient tool.
In this blog post, we’ll dive into how these technologies work together — and why you should jump on board with AI for CTV advertising if you haven’t already.
Why AI and CTV are a great match
CTV and AI are transforming how advertisers connect with their audiences and improving the performance of their advertising campaigns in the CTV space. They work together to make advertising smarter and more enjoyable for everyone involved. AI uses sophisticated computer programs to analyze and understand data, while CTV refers to the streaming services that consumers use at home. But what makes them a great match in advertising?
AI uses data to determine which TV ads are most exciting and relevant to certain people, and it can even adjust ads in real time to ensure viewers are always getting the most personalized experience. AI can provide suggestions to viewers based on previously watched content to help them find what they’d enjoy watching next. To sum it up, AI allows for:
- Precise targeting: AI uses data to determine which TV ads are most exciting and relevant to certain people.
- Personalization: AI can adjust ads in real time to ensure viewers are always getting the most personalized experience.
- Effective ad insertion: AI can provide suggestions to viewers based on previously watched content to help them find what they’d enjoy watching next.
CTV facilitates these AI-driven strategies for enhanced user engagement and satisfaction.
The rising popularity of CTV
CTV has become increasingly popular as people change the way they watch TV. Instead of the traditional approach, more viewers are now choosing CTV platforms for their entertainment. One of the main reasons for this shift is that CTV offers greater flexibility and lets viewers watch content at their convenience. The ability to skip ads on many CTV platforms also improves the experience.
CTV offers a great opportunity to interact with your target audience in a more engaging way. CTV allows for highly targeted advertising capabilities so you can reach specific demographics and households with tailored messages. Additionally, CTV provides valuable data insights that enable you to measure campaign effectiveness accurately.
If you haven’t embraced this advertising channel yet, you may be missing out on a growing and engaged audience. Here are three reasons you should add CTV to your advertising strategy.
Global video ad impressions
As a global platform, CTV has the unique ability to reach audiences worldwide. Unlike traditional TV, CTV transcends geographical boundaries and brings marketers a global audience, which makes it an ideal channel for global ad campaigns. No matter your target audience, they’re consuming content on CTV. In fact, a recent study showed that 51% of global video ad impressions came from CTV in 2022.
This abundance of global video ad impressions generates vast amounts of data, which AI can process in real time to help you make data-driven decisions and optimize your campaigns for diverse international audiences. AI can analyze viewer data from various regions, identify audience preferences and behaviors across borders, and tailor ad content accordingly. These data analysis capabilities ensure your ads get in front of the right viewers.
Viewers prefer ad-supported CTV
In 2020, the viewing time of ad-supported CTV surged by 55% while subscription video on demand decreased by 30%, according to TVision Insights. Viewers have a well-established preference for ad-supported CTV due, in part, to cost-effective access to premium content. Viewers are more engaged and less resistant to ads, as AI tailors ad content to viewer preferences and behavior to enhance ad relevance.
AI-powered insights can also aid in viewer retention and help you optimize your CTV campaigns. By accommodating viewers’ preference for ad-supported CTV and harnessing AI to improve the ad experience, you’re more likely to be successful in your marketing efforts.
CTV outpaces mobile and desktop for digital video viewing
eMarketer recently reported that U.S. adults spend 7.5+ hours each day on CTV — more than half of their digital video viewing time. Comparatively, they only spend 37.5% of their viewing time on mobile and 10% on desktops and laptops. These statistics demonstrate that CTV has become the preferred platform for digital video consumption, as viewers enjoy larger screens with superior quality for an immersive experience.
It’s important to note that AI is an essential CTV marketing tool, as it allows for precise targeting and content optimization. By utilizing AI on CTV, you can take advantage of this trend and deliver more engaging and effective campaigns to a growing and engaged audience.
How is AI already being used in CTV?
CTV has been integrated with AI across various facets and has revolutionized the television landscape. Here’s a look at how AI is already shaping the CTV experience:
Generative AI ads
Generative AI ads are taking CTV personalization to a whole new level. These innovative ads are customized versions of the same CTV ad to suit individual viewers. Some AI tools can generate several versions of the same CTV ad — swapping the actor’s clothing and voiceover elements like store locations, local deals, promo codes, and more — and can create up to thousands of personalized iterations in just a few seconds. Such capabilities are a game-changing approach to connecting with your audience.
Next, we dive into the advantages and impact of generative AI ads, and explore their transformative role in CTV advertising.
Contextual ads vs personal data
Generative AI ads use personal data, such as viewing history and demographics, to create highly personalized ad experiences. This sets them apart from contextual ads, which rely solely on the content being viewed. Using AI to harness this data, you can move beyond traditional contextual targeting and ensure your ads connect with viewers on a more individualized level.
Generative AI ads can be used to A/B test
Generative AI ads are not just about personalization; they also open the door to A/B testing. Being able to create several versions of one ad quickly allows you to experiment with various ad elements, such as messaging, visuals, and calls to action, to identify what works best for different segments of your audience and drives the best performance. This flexibility is especially valuable for refining ad campaigns and maximizing their impact.
What’s next for AI-generated ads like this?
The potential of AI-generated ads is exciting. As AI technologies constantly advance, we can expect even more personalized and automated CTV advertising. It’s a good idea to keep up with the latest AI-driven innovations to create more effective ad campaigns in the fast-evolving CTV space. The possibilities are endless, and you’ll likely find the most success when you embrace AI in CTV advertising.
Optimize streaming quality
AI helps viewers enjoy more seamless CTV experiences. By assessing network speed and user preferences, AI optimizes video quality in real time to reduce buffering interruptions. For instance, streaming platforms use AI to adjust video settings based on a user’s connection speed. This guarantees an uninterrupted and enjoyable viewing experience.
Review content for compliance
AI also has a part to play in quality assurance and compliance management. It assesses content alignment with technical parameters and moderates compliance with local age restrictions and privacy regulations. This means AI can identify and filter out unsuitable content to provide a safer and more enjoyable viewing environment for audiences while safeguarding brands from association with undesirable material.
Voice command
AI-powered voice command technology is increasingly used to control CTV viewing. This technology is embedded in streaming devices and smart TVs and allows viewers to interact with their CTV content through voice-activated commands. This personalizes the viewing experience and improves convenience, as it eliminates the need for remote controls.
CTV-integrated voice assistants like Google Assistant, Amazon Alexa, Apple Siri, and Samsung Bixby offer a more human-like interaction with the television, allowing users to give commands and receive tailored responses.
Content recommendations
AI can offer content recommendations that provide viewers a more personalized and engaging experience. Major over-the-top (OTT) services like Netflix, Hulu, and Amazon Prime use AI-driven data analysis to deliver tailored content suggestions to their audiences. By analyzing user habits in detail, AI can recommend content based on factors such as actors, genres, reviews, and countries of origin. This personalized approach helps viewers discover content that matches their preferences and enhances their viewing experience.
Advertising
Programmatic ad buying, driven by AI, automatically matches ad placements to specific audience segments based on behavioral patterns. It improves ad delivery by moving away from gross rating points (GRP) to more intelligent and targeted placements. This benefits marketers by ensuring ads are seen by the right people at the right time. It’s also cost-effective for publishers, as it maximizes the sale of ad spots to suitable buyers.
Automatic content recognition (ACR) technology, which AI powers, is integrated into smart TVs and streaming devices to improve ad relevance. It provides contextual targeting and extends the reach of ads across multiple devices. For example, platforms like Roku use ACR data to display ads to viewers who haven’t seen them on traditional TV. Similarly, Samba TV retargets mobile users based on IP address and aligns their viewing habits with their smart TVs.
Demand-side platforms
CTV advertising relies heavily on demand-side platforms (DSPs) to efficiently manage and optimize ad campaigns. These platforms use machine learning and AI in several important ways:
Using machine learning and AI to address data fragmentation
Data is abundant but fragmented when it comes to CTV advertising. DSPs are flooded with a massive amount of data, including information about households, viewer behavior, and viewing patterns. This data is far too much for manual analysis to handle effectively, which is where AI comes in.
By integrating machine learning algorithms into DSPs, AI can harmonize this fragmented data and provide valuable insights and a holistic view of your audience. AI can process zettabytes of data in real time, which streamlines the decision-making process and empowers you to compete quickly for limited CTV impression opportunities.
Predicting advertising outcomes with AI
AI is quickly changing the way we predict and optimize advertising outcomes. TV buying and optimization platforms are now using AI to improve ad performance. With machine learning, these platforms can anticipate which ad creatives will produce the best results based on various non-creative factors. These include the context of the ad, the audience’s profiles, the time of day it is displayed, and the frequency of the ad display.
By relying on AI to make these predictions, you can make sure your campaigns are highly optimized for success and deliver more relevant, compelling ads to viewers.
Optimizing generative ads
AI is also driving optimization in generative ads. These personalized versions of the same CTV ad can be tailored to suit individual viewers. By utilizing AI-driven analytics, DSPs can process extensive amounts of data in real time and optimize generative ads to ensure they align with viewers’ preferences and behaviors. This level of personalization is a game-changer in CTV advertising that boosts engagement and delivers content that truly resonates with the audience.
Add AI to your CTV strategy today
Integrating AI into your CTV strategy can help you stay competitive and ensure your ad campaigns are effective and engaging.
At Experian, we’re ready to help you elevate your CTV advertising and implement AI as part of your strategy. Our solutions, such as Consumer View and Consumer Sync, provide valuable audience insights, enhance targeting capabilities, and optimize engagement on TV. Plus, our partnerships with leading media marketing solutions can help you achieve greater success through effective advanced television advertising.
As you incorporate AI into your CTV strategy, you’ll be able to make more data-driven decisions, deliver more relevant content, and reach the right audience at the right time. Explore Experian’s TV solutions and empower your CTV advertising with AI today.
Latest posts

Over the past two decades, marketers were consumed with the Millennial generation. Those individuals born between 1980 and 1995 represented a new set of consumers to the market with very different attitudes, behaviors and purchase decision styles than had previously been seen. Marketers invested significant capital to learn about Millennials and transformed their marketing strategy to better reach and attract them. Those that did this successfully were able to grow their business and extend their footprint to a new group of consumers. Now, as we enter a new decade, another generation of individuals is entering into the market and represents the future customer for marketers. Understanding who these consumers are, how to best reach them, and how they make purchase decisions will help marketers reach this new audience and grow their business more effectively. 1. Who is Generation Z? While definitions have varied from different publications, Generation Z is generally defined as consumers born between mid-1990s through early 2010s. Here, we define generations as the following: According to Kasasa, this group represents about 74 million consumers, which is similar in size to other generations.[i] Information on Generation Z is limited since many are still considered minors. However, resources such as syndicated surveys have provided some thoughts about their general attitudes that can begin to provide insight. Key Takeaway: Get to know Generation Z. They are big, they are coming, and they will likely be the future consumer you will need to attract. 2. How is Generation Z Influenced by Technology? Very much so. Generation Z individuals received their first mobile phone at age 10.3 years and spend an average of 3 hours each day on their device.[ii] They have no real understanding of what life was like before the internet. They are active users of smart phones, apps, and social media, and frequently use technology before making decisions. The internet is very important to Generation Z – they meet people, share information about themselves, get their entertainment, relax, and enjoy going online in their free time. Generation Z respondents were more likely than other generations to agree with the following statements: “I like to keep my personal Internet pages updated with information about my life.”“The internet is a good way to meet new people.”“The internet is a main source of entertainment for me.”“Going online is one of my favorite things to do with my free time.” Additionally, the mobile internet, which includes accessing social media and apps through a hand-held device, is even more meaningful to the Generation Z consumer. Generation Z respondents list the following as what the Mobile Internet means to them: “Pure entertainment”“A good escape”“Relaxes me”“Puts me in a good mood”“Keeps me up-to-date with the latest styles and trends” One result of this is how much more connected Generation Z feels with each other, and with celebrities. They actively follow and interact with their friends or celebrities through YouTube, TikTok, Twitter, Instagram, Snapchat or other social media tools. As a result, they are much more influenced by celebrities than other generations. Key Takeaway: Generation Z will be a heavy user of technology and are influence by each other and celebrities. They will expect your products to be accessible through mobile devices. 3. What media channels are best for reaching Generation Z, and what are their decision-making characteristics? To improve marketing effectiveness, marketers must know how to reach their consumers. Two significant dimensions of reach are (1) the preferred channel the consumer uses to gain awareness about a product; and (2) the decision-making style the consumer employs. Using Experian’s TrueTouchSM, marketers can learn this and develop a marketing communication strategy for improved reach. Generation Z is much more engaged through digital media. More than 3 out 4 Generation Z respondents listed the following as their preferred engagement channel: Streaming TVDigital DisplayRadio (including streaming radio)Digital VideoMobile SMS More traditional channels such as email, direct mail and traditional newspaper were ranked very low, indicating that reaching Generation Z will require marketers to move away from more traditional media channels to influence these consumers. Decision-making styles were also different for Generation Z. The most frequent Experian TrueTouch Decision-Making Styles among Generation Z respondents were: Brand loyalty was the least frequent response among Generation Z. This indicates that Generation Z may not have an automatic affinity to a brand, and that marketers may have to demonstrate its value to influence these emerging consumers. Key Takeaway: Digital media will be a key for reaching Generation Z, and marketers will have to adapt away from traditional media to influence these consumers. While recreational and “In the Moment,” Generation Z does not have loyalty to specific brands, considers what goes into products, and researches different websites and online reviews before making a purchase. In summary, Generation Z is an emerging group of consumers that will challenge marketers to think beyond traditionally successful marketing tactics. These consumers were born into a digital age, and are heavily influenced by social media, whether it’s recommendations from friends, or celebrities that endorse a certain product. This influence requires marketers to communicate more digitally, and less from traditional media like direct mail, email and newspapers. Finally, marketers will need to be aware these consumers will make purchase decisions based on research from other websites and online reviews, look for new things particularly those made with natural ingredients, and are not necessarily loyal to established brands. Knowing this will help marketers develop strategies and make the necessary investments to reach this group more effectively. [i] “Boomers, Gen X, Gen Y, and Gen Z Explained,” Kasasa, July 29, 2019. https://www.kasasa.com/articles/generations/gen-x-gen-y-gen-z [ii] Ibid

Tapad's digital identity resolution offering enables Gimbal's platform to provide expanded insights for campaign optimization to U.S. brand and agency clients NEW YORK, Feb. 11, 2020 /PRNewswire/ — Tapad, part of Experian and a global leader in digital identity resolution, announced their partnership with Gimbal, a leader of location-powered marketing and advertising solutions. Gimbal now leverages Tapad's global, privacy-safe digital cross-device solution, The Tapad Graph, to further enhance its footfall attribution solution, Arrival. Arrival delivers dwell-based attribution for in-store foot traffic and by leveraging the Tapad Graph, Gimbal provides customers with a more holistic, attributable understanding of consumers across multiple devices, like desktop, smartphone, and tablet. With this, Gimbal's clients are enabled to make more informed media planning decisions for programmatic activations across the web, and mobile apps. "Today's consumers are utilizing their digital devices for research and comparison shopping before making a purchase. By leveraging The Tapad Graph, Gimbal's clients gain an even more complete view of the consumer decision journey across devices," said Chris Feo, SVP of Global Data Licensing and Strategic Partnerships at Tapad. "With the number of devices per individual rapidly increasing, understanding the customer decision journey is becoming more complex," said Kyle Wendling, SVP of Product at Gimbal. "We're excited to partner with Tapad to continue engaging consumers across multiple devices." To learn more about Tapad and our digital identity resolution products, visit our identity solutions page. About TapadTapad, Inc. is a global leader in digital identity resolution. The Tapad Graph, and its related solutions, provide a transparent, privacy-safe approach connecting brands to consumers through their devices globally. Tapad is recognized across the industry for its product innovation, workplace culture, and talent, and has earned numerous awards including One World Identity's 2019 Top 100 Influencers in Identity Award. Headquartered in New York, Tapad also has offices in Chicago, Denver, London, Oslo, Singapore, and Tokyo. About GimbalGimbal translates location data into intent, measurement, and insights to help organizations transform their businesses, maximize marketing relevance, and humanize messaging for consumers. Gimbal is headquartered in Los Angeles and provides advertising and marketing technologies to the world's leading brands and retailers interested in understanding the physical world. To learn more, visit https://gimbal.com. Contact us today!

Tapad, part of Experian, integrates with AcuityAds' current offering will complement cross-channel capabilities for brands and agencies in the U.S. and Canada NEW YORK, Jan. 23, 2020 /PRNewswire/ — Tapad, a global leader in digital identity resolution, has partnered with AcuityAds, a technology leader that provides targeted digital media solutions for advertisers to connect intelligently with audiences. The partnership will enhance AcuityAds' existing cross-device solution, especially with respect to its cross-channel Connected TV offering. Tapad's global, privacy-safe digital cross-device solution, The Tapad Graph, will compliment AcuityAds' own cross-device data set for enhanced marketing capabilities across their Demand Side Platform (DSP). For AcuityAds, this provides customers with unduplicated reach across desktop, tablet, mobile and CTV devices – while augmenting their video offering. Tom Woods, Vice President of Products at AcuityAds commented, "With increasing marketing complexities, consumer device usage and new data regulations, our decision regarding the partnership was an important one. The Tapad Graph's privacy-safe identifiers for consumer notice and choice, as well as the ability to opt-out at any point, were critical factors in our decision who to partner with." Chris Feo, Senior Vice President, Strategy and Partnerships at Tapad added: "Our integration with AcuityAds' DSP should not only help marketers within North America optimize current cross-device campaign initiatives and performance, but also increase reach across additional digital screens long term. We are excited to expand our partnership with AcuityAds." To learn more about Tapad and our digital identity resolution capabilities, visit our identity page. About Tapad Tapad, Inc. is a global leader in digital identity resolution. The Tapad Graph and its related solutions provide a transparent, privacy-safe approach connecting brands to consumers through their devices globally. Tapad is recognized across the industry for its product innovation, workplace culture, and talent, and has earned numerous awards including One World Identity's 2019 Top 100 Influencers in Identity Award. Headquartered in New York, Tapad also has offices in Chicago, London, Oslo, Singapore, and Tokyo. About AcuityAds AcuityAds is a leading technology company that provides marketers a powerful and holistic solution for digital advertising across all ad formats and screens to amplify reach and Share of Attention® throughout the customer journey. Via its unique, data-driven insights, real-time analytics and industry-leading activation platform based on proprietary Artificial Intelligence technology, AcuityAds leverages an integrated ecosystem of partners for data, inventory, brand safety and fraud prevention, offering unparalleled, trusted solutions that the most demanding marketers require to be successful in the digital era. AcuityAds is headquartered in Toronto with offices throughout the U.S., Europe and Latin America. For more information, visit AcuityAds.com. Disclaimer in regards to Forward-looking Statements Certain statements included herein constitute "forward-looking statements" within the meaning of applicable securities laws. Forward-looking statements are necessarily based upon a number of estimates and assumptions that, while considered reasonable by management at this time, are inherently subject to significant business, economic and competitive uncertainties and contingencies. Investors are cautioned not to put undue reliance on forward-looking statements. Except as required by law, AcuityAds does not intend, and undertakes no obligation, to update any forward-looking statements to reflect, in particular, new information or future events. Contact us today!