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How contextual ad targeting addresses signal loss

Published: February 28, 2023 by Experian Marketing Services

Contextual ad targeting paves the way for new opportunities

Advertisers and marketers are always looking for ways to remain competitive in the current digital landscape. The challenge of signal loss continues to prompt marketers to rethink their current and future strategies. With many major browsers phasing out support for third-party cookies due to privacy and data security concerns, marketers will need to find new ways to identify and reach their target audience. Contextual ad targeting offers an innovative solution; a way to combine contextual signals with machine learning to engage with your consumers more deeply through highly targeted accuracy. Contextual advertising can help you reach your desired audiences amidst signal loss – but what exactly is contextual advertising, and how can it help optimize digital ad success?

In a Q&A with our experts, Jason Andersen, Senior Director of Strategic Initiatives and Partner Solutions with Experian, and Alex Johnston, Principal Product Manager with Yieldmo, they explore:

  • The challenges causing marketers to rethink their current strategies
  • How contextual advertising addresses signal loss
  • Why addressability is more important than ever
  • Why good creative is still integral in digital marketing
  • Tips for digital ad success
a thumbnail image taken from our webinar

By understanding what contextual advertising can offer, you’ll be on the path toward creating powerful, effective campaigns that will engage your target audiences.

Check out Jason and Alex’s full conversation from our webinar, “Making the Most of Your Digital Ad Budget With Contextual Advertising and Audience Insights” by reading below. Or watch the full webinar recording now!

Macro impacts affecting marketers

How important is it for digital marketers to stay informed about the changes coming to third-party cookies, and what challenges do you see signal loss creating?

Jason: Marketers must stay informed to succeed as the digital marketing landscape continuously evolves. Third-party cookies have already been eliminated from Firefox, Safari, and other browsers, while Chrome has held out. It’s just a matter of time before Chrome eliminates them too. Being proactive now by predicting potential impacts will be essential for maintaining growth when the third-party cookie finally disappears.

Alex: Jason, I think you nailed it. Third-party cookie loss is already a reality. As regulations like the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA) take effect, more than 50% of exchange traffic lacks associated identifiers. This means that marketers have to think differently about how they reach their audiences in an environment with fewer data points available for targeting purposes. It’s no longer something to consider at some point down the line – it’s here now!

Also, as third-party cookies become more limited, reaching users online is becoming increasingly complex and competitive. Without access to as much data, the CPMs (cost per thousand impressions) that advertisers must pay are skyrocketing because everyone is trying to bid on those same valuable consumers. It’s essential for businesses desiring success in digital advertising now more than ever before.

List that says 1) Digital identifiers continue to be restrictive. 2) Increased CPMs for alternative identifiers. 3) Marketers will have to learn to use these new solutions. 4) Cookie fidelity is incredibly competitive.


Contextual ad targeting: A solution for signal loss

How does contextual ad targeting help digital marketers find new ways to reach and engage with consumers? What can you share about some new strategies that have modernized marketing, such as machine learning and Artificial Intelligence (AI)?

Jason: We’re taking contextual marketing to the next level with advanced machine learning. We are unlocking new insights from data beyond what a single page can tell us about users. As third-party cookies go away, alternative identifiers are coming to market, like RampID and UID2. These are going to be particularly important for marketers to be able to utilize.

As cookie syncing becomes outdated, marketers will have to look for alternative methods to reach their target audiences. It’s essential to look beyond cookie-reliant solutions and use other options available regarding advertising.

Alex: I think, as Jason alluded to, there’s a renaissance in contextual advertising over the last couple of years. If I were to break this down, there are three core drivers:

  1. The loss of identity signals. It’s forcing us to change, and we must look elsewhere and figure out how to reach our audiences differently.
  2. There have been considerable advances in our ability to store and operate across a set of contextual signals far more extensive than anything we’ve ever worked with in the past and in far more granular ways. That’s a huge deal because when it comes to machine learning, the power and the impact of those machine learning models are entirely based on how extensive and granular the data set is that you can collect. Machine learning can pull together critical contextual signals and figure out which constellations, or which combinations of those signals, are most predictive and valuable to a given advertiser.
  3. We can tailor machine learning models to individual advertisers using all those signals and find patterns across those in ways that were previously impractical or unfeasible. The transformation is occurring because of our ability to capture much more granular data, operate across it, and then build models that work for advertisers.
List that says 1) Four flavors of contextual advertising. 2) Modeling allows you to extract values from users. 3) Value in specialized models. 4) Delivers on privacy forward commitments

Addressability: Connect your campaigns to consumers

How does advanced contextual targeting help marketers reach non-addressable audiences?

Jason: Advanced contextual targeting allows us to take a set of known data (identity) and draw inferences from it with all the other signals we see across the bitstream. It’s taking that small seed set of either, customers that transacted with you before that you have an identity for, or customers that match whom you’re looking for. We can use that as a seed set to train these new contextual models. We can now look at making the unknown known or the unaddressable addressable. So, it’s not addressable in an identity sense, it is addressable in a contextual or an advanced contextual sense that’s made available to us, and we can derive great insight from it.

One of the terms I like to use is contextual indexing. This is where we take a set of users we know something about. So, I may know the identity of a particular group of households, and I can look at how those households index against any of the rich data sets available to us in any data marketplace, for example, the data Yieldmo has. We can look at how that data indexes to those known users to find patterns in that data and then extrapolate from that. Now we can go out and find users surfing on any of the other sites that traditionally don’t have that identifier for that user or don’t at that moment in time and start to be able to advertise to them based on the contextually indexed data.

Historically, we’ve done some contextual ad targeting based on geo-contextual, and this is when people wanted to do one to one marketing, and geo-contextual outperformed the one to one. But marketers weren’t ready for alternatives to one to one yet. We want marketers to start testing these solutions. Advertisers must start trying them, learning how they work, and learn how to optimize them because they are based on a feedback loop, and they’re only going to get better with feedback.

Alex: Jason, you described that perfectly. I think the exciting opportunity for many people in the industry is figuring out how to reach your known audience in a non-addressable space, that is based on environmental and non-identity based signals, that helps your campaign perform. Your known audience are people that are already converting – those who like your products and services and are engaged with your ads. Machine learning advancements allow you to take your small sample audience and uncover those patterns in the non-addressable space.

It’s also worth noting that in this world in which we are using seed audiences, or you are using your performing audiences to build non-addressable counterpart targeting campaigns, having high-quality, privacy-resilient data sets becomes incredibly important. In many cases, companies like Experian, who have high quality, deep rich training data, are well positioned to support advertisers in building those extension audiences. As we see the industry evolve, we’re going to see some significant changes in terms of the types of, and ways in which, companies offer data, and make that available to advertisers for training their models or supporting validation and measurement of those models.

Jason: Addressable users, the new identity-based users, are critical to marketers’ performance initiatives. They’re essential to training the models we’re building with contextual advertising. Together, addressable users and contextual advertising are a powerful combination. It’s not just one in isolation. It’s not just using advanced contextual, and it’s not just using the new identifiers. It’s using a combination to meet your performance needs.

It’s imperative to start thinking about how you can begin building your seed audiences. What can you start learning from, and how do you put contextual into play today? You are looking to build off a known set and build a more advanced model. These can be specialized models based on your data. You can hone in and create a customized model for your customer type, their profile, and how they transact. It’s a greenfield opportunity, and we’re super excited about the future of advanced contextual targeting.

List that says 1) Helps advertisers know who to reach. 2) Starts with known data. 3) Panel based approach. 4) Together we are improving deterministic signals.

Turn great creative into measurable data points

Why does good creative still play an integral part in digital advertising success?

Jason: Good creative has always been meaningful. It’s vital in getting people to click on your ad and transact. But it’s becoming increasingly important in this new world that we’re talking about, this advanced contextual world. The more signal that we can get coming into these models, the better. Good creative in the proper ad format that you can test and learn from is paramount. It comes back to that feedback loop. We can use that as another signal in this equation to develop and refine the right set of audiences for your targeting needs.

Alex: If you imagine within the broader context of identity and signal loss, creative and ad format becomes incredibly powerful signals in understanding how different audiences interact with and engage with different creative. In the case of the formats that serve on the Yieldmo exchange, we’re collecting data every 200 milliseconds around how individual users are engaging with those ads. Interaction data like the user scrolling back or the number of pixel seconds they stay on the screen, fills this critical gap between video completes and clicks. Clicks are sparse and down the funnel, and views and completes are up the funnel. All those attention and creative engagement type metrics occupy the sweet spot where they’re super prevalent, and you can collect them and understand how different audiences engage with your ads. That data lets you build powerful models because they predict all kinds of other downstream actions.

Throughout my career, I learned that designing or tailoring your creative to different audience groups is one of the best ways to improve performance. We ran many lift studies with analysis to understand how you can tailor creative customized for individual audiences. That capability and the ability to do that on an identity basis is starting to deteriorate. The ability to do that using a sample of data or using a smaller set of users, either where you’re inferring characteristics or you’re looking at the identity that does exist in a smaller group, becomes powerful for being able to customize your creative to tell the right story to the right audience. When you layer together all the interaction data collected at the creative level on top of all the contextual and environmental signals, you can build powerful models. Whether those are driving proxy metrics, or downstream outcomes, puts us in a powerful position to respond to the broader loss of identity that we’ve relied on for so many years.

List that says 1) Synchronizes campaign goals. 2) Drives performance. 3) Improves measurability. 4) Delivers your brand's story.

Our recommendations for marketers for 2023 and beyond

Do you have recommendations for marketers building out their yearly strategies or a campaign strategy?

Jason: Be proactive and start testing and learning these new solutions. I mentioned addressability and being in the right place at the right time. That’s easier in today’s third-party cookie world. But as traditional identity is further constricted, you will have these first-party solutions that will not be at scale, so you’re less likely to find your user at the scale you want. It would be best if you thought about how to reach that user at the right place at the right time. They may not be seen from an identity basis. They might not be at the right place at the right time when you were delivering or trying to deliver an ad. But you increase your chance of reaching them by building these advanced contextual targeting audiences using this privacy-safe seed ‘opted-in’ user set; this is a way to cast that wider net and achieve targeted scale.

Alex: Build your seed lists, test your formats with different audiences, and understand what’s resonating with whom. Take advantage of some of the pretty remarkable advances in machine learning that are allowing us, really, for the first time to fully uncork the potential and the opportunity with contextual in a way that we’ve never done before.

Jason: At the end of the day, it’s making the unaddressable addressable. So, it’s a complementary strategy; having that addressable piece will feed the models. But also, that addressable piece still needs to be identity-based, addressable still needs to be part of your overall marketing strategy, and you need to complement it with other strategies like advanced contextual targeting. The two of them together are super complimentary. They learn from each other, and it’s a cyclical loop. Now is the time to take advantage and start testing and understanding how these solutions work.

List that says 1) Start experimenting. 2) Be proactive. 3) Synchronize creative. 4) Develop strategies for addressable and non-addressable.

We can help you get started with contextual ad targeting

Contextual advertising can help you stay ahead of the curve, identify your target audience, and continue to drive conversions despite signal loss. We’ve partnered with Yieldmo to help make sure that your marketing campaigns are reaching the right target audiences on the platforms that are most relevant. To get started with contextual ad targeting to reach the right audience at the right time and drive conversions, contact our marketing professionals. Let’s get to work, together.


Find the right marketing mix in 2023

Three webinar speakers

Check out our webinar, “Find the right marketing mix with rising consumer expectations.” Guest speaker, Nikhil Lai, Senior Analyst from Forrester Research, joins Experian experts Erin Haselkorn, and Eden Wilbur. We discuss:

  • New data on the complexity and uncertainty facing marketers
  • Consumer trends for 2023
  • Recommendations on finding the right channel mix and the right consumers

Get in touch

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About our experts

Jason Andersen headshot

Jason Andersen, Senior Director, Strategic Initiatives and Partner Solutions, Experian
Jason Andersen heads Strategic Initiatives and Partner Enablement for Experian Marketing Services. He focuses on addressability and activation in digital marketing and working with partners to solve signal loss. Jason has worked in digital advertising for 15+ years, spanning roles from operations and product to strategy and partnerships.

Alex Johnston headshot

Alex Johnston, Principal Product Manager, Yieldmo
Alex Johnston is the Principal Product Manager at Yieldmo, overseeing the Machine Learning and Optimization products. Before joining Yieldmo, Alex spent 13 years at Google, where he led the Reach & Audience Planning and Measurement products, overseeing a 10X increase in revenue. During his time, he launched numerous ad products, including YouTube’s Google Preferred offering. To learn more about Yieldmo, visit www.Yieldmo.com.


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Precious Stones Metals Watches Jewelry High Spend Big Box/Club Stores Holiday Shoppers Black Friday Holiday Shoppers Cyber Monday Holiday Shoppers Heavy Buyer/Spenders Holiday Shoppers: In-Store or Online High Spend Gift Shoppers Holiday Shoppers: Apparel (Clothing) Luxury Gift Shoppers Online Coupon Users Post Holiday Shoppers How to use these audiences Santa knows this household goes big when it comes to gifting, so he makes sure their stockings are filled with trinkets, timeless watches, and the kind of treasures that twinkle under the tree. A luxury jewelry brand launching a limited-edition holiday collection can activate Precious Stones Metals Watches Jewelry High Spend and Luxury Gift Shoppers audiences to reach buyers who believe in gifts that sparkle. This household is on the move. From planes and trains to jam-packed highways, travel is back in full force. In 2024, a record 119.3 million Americans traveled during the holiday period, surpassing pre-pandemic levels. Road trips remained the most popular mode, while air travel hit a new high with 7.85 million flyers. Here are 10 holiday travel audiences to target: NEW! Bridge and Road Fees Tolls High Spend NEW! Hotel High Spend NEW! Lodging Hotels Motels Resorts High Spend NEW! Passenger Railways High Spend NEW! Timeshares High Spend NEW! Tourist Attractions and Exhibits High Spend NEW! Travel Agencies and Tour Operators High Spend Holiday Budget Savvy Airline Travelers Holiday Travel – Airline Holiday Travel – Train How to use these audiences For this household, Santa swaps his sleigh for the train car – booking them on a magical Polar Express journey complete with cocoa, carols, and a golden ticket to holiday wonder.  When brands want to deliver the same magic, a travel package could bundle tickets to a railway’s Polar Express immersive experience with air travel and lodging, activating the Hotel High Spend, Travel Agencies High Spend, and Passenger Railways High Spend audiences to reach travelers seeking an unforgettable holiday adventure.  This household knows how to celebrate from the couch. Whether it’s football, holiday movies, or once-a-year specials, the screen is their gathering place. On December 25, 2024, Americans streamed more than 50 billion minutes of content, making it the most-streamed day in U.S. television history. From dazzling halftime shows to nostalgic holiday classics, entertainment is the heartbeat of the season. Here are 10 entertainer audiences to target: Cable and Streaming TV Service Subscribers Cable Satellite or Streaming Network Subscribers Co-Watchers Cord Cutters Holiday TV NFL Enthusiasts Paid TV High Spenders Screen Size – Large Sports Enthusiasts Streaming Video: High Spenders Download our holiday audience guide How to use these audiences Santa knows this audience loves flipping between a holiday classic and the big game. That’s why he delivers gifts for households craving the latest binge-worthy content. It could be a subscription or a big-screen update wrapped with a bow. These audiences represent a golden opportunity to pair campaigns with highly engaged moments. A beverage brand can target NFL Enthusiasts during a holiday football broadcast with ads for limited-edition game-day packs. Sleigh your campaign goals this holiday season with Experian Audiences The holiday season is the busiest time of year for brands – and for Santa. That’s why he relies on Experian to make his list, check it twice, and be sure every sleigh stop is spot-on. Experian’s data, ranked #1 in accuracy by Truthset, allows brands to reach people based on demographic, geographic, and behavioral attributes (e.g., websites visited and purchase history). By using Experian Audiences in your holiday advertising campaigns, you can reach holiday hosts, gift-givers, entertainers, holiday travelers, and many more. Where can you activate Experian Audiences? Find our audiences available directly on over 30 platforms including:  Basis FreeWheel  Magnite  Nexxen  The Trade Desk   Viant   Microsoft Advertising and more Just as shoppers seek the perfect gifts, with the right strategy, your holiday advertising campaigns can capture the right shoppers. Need a custom audience? Reach out to our audience team and we can help you build and activate an Experian audience on the platform of your choice. Want to activate an Experian syndicated audience on Meta, Pinterest, Snap, TikTok or on a platform not listed above? Contact us today. Additionally, work with Experian’s network of data providers to build audiences and send to an Audigent PMP for activation. You can activate our syndicated audiences on-the-shelf of most major platforms. For a full list of Experian’s syndicated audiences and activation destinations, download our syndicated audiences guide. Explore our other seasonal audiences that you can activate today. View now Activate holiday audiences today with Audigent Planning a performance-driven push this holiday season? Audigent will build customized deals that combine premium Experian syndicated or Partner Audiences and inventory into a single, streamlined deal ID – tailored to your campaign needs. Plus, our powerful supply-side optimization ensures your campaigns deliver top marks in performance. Connect with the Audigent team today at AudigentAgency_Brands@experian.com to get your holiday campaign wrapped and ready to go. Let\’s make your holiday campaigns magical FAQs Where can I activate Experian Audiences? Experian Audiences can be activated on 200+ leading platforms, including social media (Meta, Pinterest, Snap, TikTok), TV and streaming (DirectTV, Dish, OpenAP), programmatic platforms (The Trade Desk, Magnite, Nexxen), and directly within Audigent PMPs. How many syndicated audiences does Experian offer? Experian offers over 3,200 syndicated audiences, ranging from demographic and geographic segments to purchase-based and lifestyle categories. These are ranked #1 in accuracy by Truthset for key demographic attributes. What’s new for the 2025 holiday season? This year, Experian has introduced 25 new holiday-ready audiences, including consumer packaged goods (CPG) segments like Chocolate Shoppers, Ready-to-Use Pie Crust Shoppers, and Cocktail Mix Shoppers, plus new travel audiences. Can I create a custom audience? Yes. If you need something beyond syndicated segments, Experian’s team can help you build and activate custom audiences tailored to your campaign goals on the platform of your choice. Latest posts Appendix Here are the complete audience segment names (taxonomy paths) for all audience segments discussed in this blog post. The merry makers Purchase Predictors > Shoppers All Channels > Bakeries High Spend Purchase Predictors > Shoppers All Channels > Caterers High Spend Retail Shoppers: Purchase Based > CPG Engagement > Chocolate Candy Box Bag Bar Shoppers Retail Shoppers: Purchase Based > CPG Engagement > Chocolate Shoppers Retail Shoppers: Purchase Based > CPG Engagement > Cocktail Mix Shoppers Retail Shoppers: Purchase Based > CPG Engagement > Frosting and Frosting Mix Shoppers Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: High Spenders Retail Shoppers: Purchase Based > CPG Engagement > Marshmallow Shoppers Retail Shoppers: Purchase Based > CPG Engagement > Ready To Use Pie Crust Shoppers Retail Shoppers: Purchase Based > CPG Engagement > Sugar Shoppers The list-checkers Purchase Predictors > Shoppers All Channels > Precious Stones Metals Watches Jewelry High  Retail Shopper: Purchase Based > Seasonal > Holiday Shoppers: Big Box/Club Stores Shoppers  Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Black Friday  Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Cyber Monday  Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Heavy Buyer/Spenders: In Store  Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Heavy Buyer/Spenders: Online  Retail Shoppers: Purchase Based > Shopping Behavior > Gift Shoppers High Spend Spenders  Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Apparel (Clothing)  Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Luxury Gift Shoppers  Retail Shoppers: Purchased Based > Shopping Behavior > Online Coupon Users  Retail Shoppers: Purchased Based > Seasonal > Holiday Shoppers: Post holiday  The holiday hoppers Purchase Predictors > Shoppers All Channels > Bridge and Road Fees Tolls High Spend Purchase Predictors > Shoppers All Channels > Hotels High Spend Purchase Predictors > Shoppers All Channels > Lodging Hotels Motels Resorts High Spend Purchase Predictors > Shoppers All Channels > Passenger Railways High Spend Purchase Predictors > Shoppers All Channels > Timeshares High Spend Purchase Predictors > Shoppers All Channels > Tourist Attractions and Exhibits High Spend Purchase Predictors > Shoppers All Channels > Travel Agencies and Tour Operators High Spend Retail Shoppers: Purchase Based > Seasonal > Holiday Budget Savvy Airline Travelers Retail Shoppers: Purchase Based > Seasonal > Holiday Travel – Airline Retail Shoppers: Purchase Based > Seasonal> Holiday Travel – Train The entertainers Television (TV) > Household/Family Viewing > Cable and Streaming Service Subscribers Television (TV) > Household/Family Viewing > Cable Satellite or Streaming Network Television (TV) > Household/Family Viewing > Co-Watchers Television (TV) > Household/Family Viewing > Cord Cutters Publisher Derived > IAB Television > Holiday TV Lifestyle and Interests (Affinity) > Activities and Entertainment > NFL Enthusiasts Television (TV) > TV Enthusiasts > Paid TV High Spenders Television (TV) > Viewing Device Type > Screen Size – Large Lifestyle and Interests (Affinity) > Sports and Recreation > Sports Enthusiast Retail Shoppers: Purchase Based > Entertainment > Streaming/Video/Audio/CTV/Cable TV: Streaming Video: High Spenders

Sep 26,2025 by Lucy Simmonds, Content Marketing Specialist

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