Media Buying Briefing: Has artificial intelligence reached ubiquity across the media agency landscape?
Hardly a day goes by without some company within the marketing and media ecosystem announcing another artificial-intelligence-driven tool, technology, platform or data product in service of media buying and planning. Many of these advancements have been driven by dramatically altered consumer-behavior patterns toward digital consumption — leaving media agencies, creative shops and marketers scrambling to more deeply understand these new patterns.
Within the media agency world, artificial intelligence (AI) usually manifests in the forms of machine learning and pattern detection, often the terrain of strategists and analysts. The looming spectacle of signal deprecation, mostly in the form of disappearing cookies, is also driving greater adoption of machine-learning and automated data-gathering. Its third use is applied to rooting out bias where possible and maintaining ethical boundaries to buying and planning.
High-level executives are being put in place to ensure the tech is folded effectively into their operations. For example, just two weeks ago, GroupM hired JiYoung Kim, Carat’s chief digital officer, to become its chief product and services officer, charged with finding and implementing all manner of new tools for GroupM’s agencies. She drew a distinction between foundational AI — the kind of tech that simplifies time-consuming processes and frees employees to focus more on creativity and the things machines aren’t good at — and advanced AI, which is much larger in scope and goals.
“Advanced AI is how we’re going to get to understand how we’re managing total business outcomes and to do it at scale,” said Kim. She said GroupM North American CEO Kirk McDonald “has this vision that we should start looking more like a software company for our clients rather than a service company. My area of focus will be in better understanding, through our own tools, the relationship between media decisions on incremental growth and lifetime value, and taking our attention away from the crack of reporting on conversion, cost-per’s, percentage lift in brand perception and the like.”
As for the foundational element, Kim said “If you’re a media agency today and you didn’t already have this in place, you’d be completely paralyzed by the amount of data that’s coming in.”
Kim added that AI tech plays a significant role in both Choreograph, the company’s massive data platform that connects insights, activation and measurement, as well as the Data Ethics Compass, which calculates risk in investment. Finally, she mentioned Mindshare’s Neurolab application that combines behavioral and sentiment data to help inform planning.
Much like IPG’s Acxiom, Kinesso and Matterkind units that greatly rely on machine-learning tools to sift through petabytes (we’ve moved past terabytes) of data, Publicis Media also has upped its game in applying AI across its wide swath of agencies. Kayleen Ohneck, director of verified data & technology, Publicis Media, explained that “AI is being built into various functionalities with the elimination of data signals, the fluidity of data and the continued access limitations to data. We have seen partners leaning into AI and predictive modeling in order to navigate the future of real-time programmatic.”
The holding company also has built the ability to customize its own algorithms based on the needs of agencies and clients. The recently created Publicis Decisioning Science Framework essentially uses Amazon Web Services to power custom algorithm scenarios “for prospecting new users at scale within an ecosystem that’s experiencing a reduction in addressability,” according to Patrick Houlihan, Publicis Media’s senior vp of decisioning.
Even vendors that serve the media agency world have upped their AI-driven game. Last November, Telmar — a media planning and buying software firm that manages some 8,000 datasets — acquired Helixa, an AI-driven insights SaaS platform that lets agencies and marketers find unusual patterns and connections in consumer affinities.
“As we got more traction in the [AI] space and growing our particular flavor of audience analysis, we attracted some interest from companies in the media buying and planning space, including Telmar,” said Florian Kahlert, Helixa’s founder and CEO. “We found they were a really good fit for us in terms of us being able to grow to contribute our things to them and also tapping into their rich network of existing customers across the world.”
Finally, the analytical boost that AI provides media agencies helps them fight back against the walled gardens, whose clout and reach (and effective use of AI to identify and deliver better results for their advertisers) continues to sprawl across the media landscape. As Konrad Feldman, CEO of Quantcast, explained, walled gardens’ “advertising works well, because they’ve got significant data, but they’ve also got very effective machine learning and AI techniques. And also they’ve made it very, very easy to use their systems.”
Feldman is pushing for more equilibrium across the digital spectrum by boosting the fortunes of the open Web, “which promises a lot more diversity, in terms of audience, by its very nature. The fragmentation that makes it so great and diverse has made it more complex to buy. And we want to make it as reliable and performant. Machine learning is a critical part of that.”
Color by numbers
Social video intelligence and measurement provider Tubular Labs this week is launching a Tubular Consumer Insights product that connects viewership with viewers’ shopping behaviors such as product browsing, in-cart activities, purchasing and posting reviews on Amazon. Some insights from the new product include:
- People who watch videos about home automation are 36 times more likely to shop for cleaning supplies.
- Toothpaste shoppers are most likely to watch beauty content.
- Disney Media Networks can now claim an estimated addressable audience of 56 million health and household shoppers.
- Barstool Sports’ audience over-indexes on video games (4.1x shopping affinity), electronics (2.2x), and, unexpectedly, clothing (1.5x).
- Product categories with the largest percentage of social video audiences in Q4 2021 include:
- Electronics – 19%
- Computers & Accessories – 14%
- Home & Kitchen – 13%
- Clothing, Shoes, & Jewelry – 12%
Takeoff & landing
- Department store chain Kohl’s put its estimated $240 million media business into review, as the company entertains offers from prospective buyers. The incumbent media agency is Publicis Media’s Zenith unit.
- Havas Media won U.S. media duties for personal care company Edgewell, following a review. The incumbent media agency is Stagwell’s Assembly.
- Independent-agency holding company Dawn acquired the Monday Talent agency, which Dawn CEO Bob Kantor said was not only to ensure Dawn’s member agencies have direct access to a talent agency but because that market is red-hot given the Great Resignation.
- Horizon Media hired Latraviette D. Smith-Wilson to be its first chief marketing and equity officer, effective Feb. 14. She was most recently chief strategy & engagement officer for Essence Communications.
- Through its APX Content Ventures unit, Publicis Media is partnering with online video service Crackle to create and produce long-form content “that elevates diverse voices and narratives.”
“When an industry relies on only one source of measurement truth based off of solutions from the last century that utilize a panel smaller than the population of Dubuque, Iowa, to model the entire country, you are going to have serious challenges measuring and targeting the media landscape today. The opportunity for both marketers and content owners is clear — we need to move to a multi-currency model that focuses on actual reach over ratings.”— Cole Strain, head of measurement products at Samba TV, responding to a Video Advertising Bureau report that found Nielsen’s undercounting of audiences resulted in $700 million in revenue losses for TV broadcasters over a 16 month period.
- Digiday’s senior ad tech reporter Ronan Shields digs into the lingering problems plaguing the red-hot connected TV business, as it tries to get past opaque practices such as bargain-basement inventory being passed off as premium air-time.
- Digiday’s gaming and esports reporter Alexander Lee took a look at how agencies are trying to stay relevant in the metaverse by holding meetings and opening virtual offices.
- And I got a first look at a 2022 trends report from Horizon Media’s WHY unit that cited eight things to look out for, and coined a few unusual terms along the way, including “restivism” and “untact”.
Media Briefing: Publishers prepare for an earlier holiday shopping season
Gallery Media Group and Future are reworking their affiliate commerce content strategies this month to cover retailer's shopping events.
Massive political advertising clashes with holiday media buying, creating a ‘tsunami’ effect for Q4
This year, the fourth-quarter ad marketplace feels quite different, and for a number of reasons, some for the better and some not.
4A’s Marla Kaplowitz on 3 ways agencies can navigate the uncertain economy
The industry trade group is helping many agency members prepare their business for broader economic changes, from how to retain talent to honing their financial acumen.
SponsoredHow marketers are tailoring data-driven creative to engage audiences on CTV
Gabriela Maestre, vice president of creative solutions, Tremor International As the end of the year approaches and marketing teams look to finalize their 2023 budgets, many are wondering how to ensure their ads are set up for success in the months ahead, appealing to unique audiences whose media consumption habits continue to evolve. Advances in […]
How sportsbooks and publishers are rethinking the terms of content-based sponsorships
The economic slowdown is causing sportsbooks and publishers alike to reconsider their approaches to content-based customer acquisition campaigns.
A year after coming under Axel Springer’s control, Politico’s Europe and North American businesses are closer than ever
Politico is still realizing what a global brand might look like, but Politico EU's CRO Nicolas Sennegon is already pursuing an advertising business that extends across the pond.