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
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.
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:
- 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.
- 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.
- 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.
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.
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.
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.
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
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
About our experts
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, 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.
Latest posts
In case you missed it, Facebook recently announced that it would begin supporting animated GIF images and GIF-fanatics everywhere went: The decision by Facebook, which is rather late to the GIF party given that animated GIFs are already commonly used on sites like Tumblr, Reddit, Twitter, Imgur, BuzzFeed and more, virtually guarantees that animated GIFs will soon be commonplace (like it or not) for nearly everyone. It may even give Facebook an opportunity to re-engage Millennials who already frequently communicate using stickers, emoji, emoticons and animated GIFs. To make use of the new feature right away, Facebook users will need to paste a link to an existing GIF into their status update box. Users who have the “auto-play” setting activated will see GIFs posted by their Facebook friends looping through the animation automatically as they scroll through their news feed or a friend’s timeline. For the time being, at least, users are not allowed to upload GIFs to Facebook. While Facebook has not yet allowed animated GIFs to be used by Page operators, there’s still a huge opportunity for marketers in this move. That’s because marketers can still create their own clever animated GIFs hosted away from Facebook either on their own website or through partnerships with sites like Giphy — which already has a Facebook Messenger add-on. They can then encourage consumers to say what’s on their mind — via Facebook, text/chat, Twitter, etc. — using their branded animated GIFs instead of words. Subway, for instance, has a set of GIFs in Giphy that allow consumers to say they’re hungry by sending GIFs of animated sub sandwiches and people eating them to others. And Experian Marketing Services found that users of animated GIFs are hungry for branded content. In fact, they’re already seeking out branded GIFs to share in this way. Media and entertainment brands, of course, have a natural play in the animated GIF space since they already have content developed. They merely need to convert it into a few seconds of animation and fans of the show, movie, game, musician, etc. will take it and run. But even for marketers who don’t have existing content, animated GIFs present an option for producing rich (if not always the highest quality), engaging visual content that’s more affordable than video but a step up from fixed images. They also present on-the-go consumers who are increasingly looking for shorter more “snackable” content with a quick way to engage with a brand when they don’t have the time or interest in watching an actual video. To help marketers test the waters and create relevant GIFs, we looked at online search variations of “GIF” during the 12 weeks ending May 30, 2015 using our Hitwise® online intelligence platform. Some of the top variations and a few popular GIFs in each category are below. Funny GIFs: Animated GIFs are often used to put a smile on people’s face, so it’s no wonder that “funny” GIFs are the most commonly sought out. Babies and cats feature prominently in this category. Reaction GIFs: Among users, animated GIFs are a natural way to react to something a friend has said or shared. Reactions can run the gamut of emotions from “meh” to “oh no you didn’t.” Happy Birthday GIFs: Want your Happy Birthday wishes to be memorable and unique. Don’t say it with words; say it with an animated GIF! Does your brand play a role in helping people celebrate their birthday? Then why not help people say it as well. Crying GIFs: That teary emoji can only express so much emotional depth. Show you know how someone really feels with a crying animated GIF instead. Mind blown GIFs: Saying “OMG” is so yesterday. Why would anyone just tell someone they blew your mind when they can show them? No wonder “mind blown” animated GIFs are among the most commonly sought out. Source: Experian Marketing Services It’s still early days for animated GIFs in Facebook, but the opening of the door by the social media giant could prove to be the tipping point in the mass adoption of this medium that lies somewhere between an image and a video. In fact, animated GIFs may eventually prove so popular that consumers may come to expect and prefer them over non-animated content. For more information about how Experian Marketing Services can provide marketers with insights into the types of GIFs consumers are looking for, click here.
As part of our ongoing series which focuses on consumer and marketing trends around major holidays throughout the year, we’ve just released the Father’s Day Hot Sheet. Father’s Day gift-related searches Now that Mother’s Day has come and gone, consumers will be shifting their focus to dad. According to Experian Marketing Services’ Hitwise® online intelligence tool, searches for “Father’s Day” typically start to pop up on Mother’s Day. And searches for “Father’s Day gifts” tend to focus on affordable gift ideas that are personalized, unique and often handmade. In fact, two of the top variations of Father’s Day gift-related searches from 2014 were for “DIY” and “homemade” gifts. While many shoppers wanted the “best” gift for dad, others simply wanted something “cheap” or “last minute.” Finding a gift that dad will appreciate means looking for something that is personalized to him. As such, searches for Father’s Day gifts often contain additional information about the dad or, in many cases, grandpa. Examples commonly used in 2014 were “Christian dad,” “new dads,” “outdoorsy dads” as well dads who are wine or BBQ lovers. While many gift searches include information about the intended recipient, others mention details about the gift-giver or their relationship to the father. Among last year’s variations that included such details, nearly a third focused on gifts that were intended to be given by a “daughter.” Genderless references, such as “kids” or “children” were almost as common. Interestingly, fewer than ten percent were for gifts to be given by a “son.” About a fifth of searches included details about the age of the gift-giver (e.g.: “baby,” “toddler” or “first grader”), while others specified that the gift was to be given by the dad’s wife or girlfriend. Go, go, gadget dad! Gadgets and gizmos are always popular gifts for the techie dad. In fact, during the week immediately preceding Father’s Day last year, visits to Electronics and Appliance websites were up a relative eight percent from two weeks prior. Visits subsequently tapered off the following week. An analysis of search terms driving traffic to the Hitwise Electronics and Appliance industry the week ending June 14 versus May 13, 2014 also sheds some light on the specific items that Father’s Day gift-givers were likely to have been seeking out. Two GPS systems (“Magellan GPS” and “Tom Tom”) were among the top terms that grew search share in the weeks leading into Father’s Day last year. Likewise, “GoPro” appeared in two separate fast growing search terms. Gadgets like these and others listed in the adjacent table may be big gifts for the gadget-loving dad again this year. Gone fishin’ Fishing is a timeless family pastime enjoyed by millions of Americans. According to Experian Marketing Services’ Simmons® National Consumer Study, 28 percent of dads and 26 percent of kids ages six to 17 went fishing last year. As such, it’s no surprise that online searches related to fishing spike over Father’s Day weekend. On the Saturday before Father’s Day in 2014, searches including “fishing” were a relative 28 percent higher than they were the Saturday prior and 64 percent higher than they were the following Saturday. To better understand what kids and dads were seeking out for their fishing plans, Experian Marketing Services conducted an analysis comparing variations of “fishing” searches immediately before Father’s Day last year to those performed two weeks prior. It turns out the word “techniques” was almost 8.6 times more likely to appear in fishing-related searches just before Father’s Day than it was two weeks earlier and “tips” was four times more likely to be used. Likewise, “licenses” was used 2.3 times more frequently, which along with the higher use of “techniques” and “tips” is evidence that many would-be fishermen and women are occasional participants at best. The fact that “charter” and “cabins” were used at higher rates however suggests that other children and/or dads had something in mind beyond a lazy (and likely more affordable) afternoon at the local fishing hole. Gift items, too, like “reels,” “gear” and “tackle” were among those most disproportionately used in searches heading into Father’s Day.
Welcome! Who doesn’t like a warm welcome? Whether your customer is walking into your store or just signed up on your website to receive communications from you, she expects a warm reception. It’s important to make that first impression count. A welcome series helps the conversation open up between the customer and your brand. It sets expectations on the types and cadence of content the customer will receive. Welcome emails also garner 86 percent higher open rates than regular promotional mailings – not too shabby! In a recent webinar, Saks Fifth Avenue shared that they are constantly testing new and current programs to optimize the customer experience. As a result, they discovered that switching from batch-sending welcome emails to sending welcome messages in real time increased open, click and redemption rates significantly. Here’s an example of their welcome series: Saks’ results are consistent with Experian Marketing Services’ welcome email findings which indicate that emails triggered in real time receive up to 10 times the transaction rates and revenue per email vs. those that are batched. A welcome series has also been shown to increase retention by educating customers on new ways to use products and services they’ve purchased from your brand. These emails also can remind customers of the benefits they’ll reap from enrolling in your loyalty programs or credit card. … and welcome back Even if a customer has been welcomed and has interacted with your programs, a day may come when the customer goes silent. Reactivation campaigns are an effective way to get them to re-engage. Naturally, it’s important to target your dormant customers in a variety of channels so you can reach them more effectively. Maybe you’re wondering why I jumped from the warmth of a welcome series right into reality of needing a reactivation campaign. The reason? Marketers need to understand where a customer is in their lifecycle and come full circle with customers if they have parted ways. Marketers can pique the interest of a returning customer by telling them what’s new and reintroducing them to their brand. Carnival® Cruise Lines, for example, sends a welcome-back email that features the newest social networks, offers and deals its customers can take advantage of immediately. At the end of the day, customers expect to receive relevant and engaging messages throughout their entire relationship with a brand. Customer life cycle programs deliver just that. If you’re interested in learning more about welcome campaigns, waitlist/back-in-stock programs and other remarketing strategies, check out our webcast,