Consumers engage with content and advertisements across various devices and platforms, making an identity framework essential for establishing effective connections. An identity framework allows businesses to identify consumers across multiple touchpoints, including the relationships among households, individuals, and their devices. Combined with a robust data framework, businesses can understand the relationship between households, individuals, and marketing attributes. Consequently, businesses can tailor and deliver personalized experiences based on individual preferences, ensuring seamless consumer interactions across their devices.
We spoke with industry leaders from Audigent, Choreograph, Goodway Group, MiQ, Snowflake, and others to gather insights on how innovations in data and identity are creating stronger consumer connections. Here are five key considerations for advertisers.
1. Embrace a multi-ID strategy
Relying on a single identity solution limits reach and adaptability. Recent data shows that both marketers and agencies are adopting multiple identity solutions. By embracing a multi-ID strategy with solutions like Unified I.D. 2.0 (UID2) and ID5, brands can build a resilient audience targeting and measurement foundation, ensuring campaigns remain effective as identity options evolve across channels.
A diversified identity approach ensures that advertisers are not left vulnerable to shifts in technology or policy. By utilizing multiple ID solutions, brands can maintain consistent reach and engagement across various platforms and devices, maximizing their campaign effectiveness.
“I don’t think it will ever be about finding that one winner…it’s going to be about finding the strengths and weaknesses and what solutions drive the best results for us.”
Stephani Estes, GroupM
2. Utilize AI and machine learning to enhance identity graphs
Identity graphs help marketers understand the connections between households, individuals, their identifiers, and devices. This understanding of customer identity ensures accurate targeting and measurement over time. AI and machine learning have become essential in making accurate inferences from less precise signals. These technologies strengthen the accuracy of probabilistic matches, allowing brands to understand consumer behavior more effectively even when data fidelity is lower.
Adopting a signal-agnostic approach and utilizing various ID providers enhances the ability to view consumers’ movements across platforms. This strategy moves measurement beyond isolated channels, providing a holistic understanding of campaign effectiveness and how different formats contribute to overall performance. By integrating AI and machine learning into identity graphs, advertisers can develop more cohesive and effective marketing strategies that guide customers seamlessly through their buying journey.
“What we’re finding is more and more identity providers are using Gen AI to locate connections of devices to an individual or household that maybe an identity graph would not identify.”
David Wells, Snowflake
3. Balance privacy with precision using AI
AI-driven probabilistic targeting and identity mapping provide effective solutions for privacy-focused advertising. Rather than relying on extensive personal data like cookies, AI can use limited, non-specific information to predict audience preferences accurately. This approach allows advertisers to reach their target audience while respecting privacy—a crucial balance as the industry shifts away from traditional tracking methods.
According to eMarketer, generative AI can further enhance audience segmentation through clustering algorithms and natural language processing. These tools enable more granular, privacy-compliant targeting, offering advertisers a pathway to reach audiences effectively without needing third-party cookies.
“I think the biggest opportunity for machine learning and AI is increasing the strength and accuracy of probabilistic matches. This allows us to preserve privacy by building models based on the features and patterns of the consumers we do know, instead of transmitting data across the ecosystem.”
Brian DeCicco, Choreograph
4. Activate real-time data for better engagement
Real-time data enrichment introduces dynamic audience insights into the bidding process, enabling advertisers to respond instantly to user actions and preferences. This agility empowers marketers to craft more relevant and impactful moments within each campaign.
“Real-time data enrichment–where data companies can have a real-time conversation with the bid stream–is an exciting part of the future, and I believe it will open the door to activating a wide variety of data sets.”
Drew Stein, Audigent
5. Create and deploy dynamic personas using AI
Generative AI transforms persona-building by providing advertisers with richer audience profiles for more precise targeting. This approach moves beyond traditional demographic categories, allowing for messaging that connects more meaningfully with each consumer.
By using generative AI to craft detailed personas, advertisers can move beyond generic messaging to create content that truly resonates on an individual level. This personalized approach captures attention and strengthens consumer relationships by addressing their specific needs and interests.
“One cool thing we’ve built recently is a Gen AI-based personas product that generates personas to create highly sophisticated targeting tactics for campaigns.”
Georgiana Haig, MiQ
Seize the future of data-driven engagement
Focusing on these five key innovations in data and identity allows you to adapt to the evolving media landscape and deliver personalized experiences to your audience.
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With over one billion shoppers eagerly preparing to shop for gifts, decorations, and seasonal essentials, now is the perfect time to refine your marketing tactics and connect with these shoppers. With holiday retail sales set to reach $1.37 trillion, it’s time to unwrap holiday spending insights to ensure that your holiday advertising campaigns light up the festive season. The holiday shopping frenzy offers marketers and retailers a chance to capture attention, drive sales, and build lasting customer relationships. In this blog post, we’ll reveal holiday shopping audiences, including 19 new audiences, designed for you to reach the most relevant shoppers for your campaigns. These audiences are available for activation on-the-shelf of most major ad platforms, including TV and programmatic. You can find the complete audience segment name in the appendix. 2025 Holiday spending trends and insights report Download our latest report for data-driven insights you can use to refine your messaging and reach the right audience in their preferred channels this holiday season. Download now What separates Experian's syndicated audiences Experian’s 2,400+ syndicated audiences are available directly on over 30 leading television, social, programmatic advertising platforms, and directly within Audigent for activation within private marketplaces (PMPs). Reach consumers based on who they are, where they live, and their household makeup. Experian ranked #1 in accuracy by Truthset for key demographic attributes. Access to unique audiences through Experian’s Partner Audiences available on Experian’s data marketplace, within Audigent for activation in PMPs and directly on platforms like DirectTV, Dish, Magnite, OpenAP, and The Trade Desk. Download our 2024 holiday shopping report Holiday shopping styles It's important to understand how your holiday shopper “shops,” with individual shopping styles varying from a last-minute dash to the store to the one-stop shopper. One in three consumers anticipate beginning their holiday shopping before October this year, with Millennials and Gen Xers being the most proactive, due to concerns about items running out of stock. In contrast, 42% of Boomers are generally less inclined to shop early, wanting to start their holiday shopping in November or December. All generations are motivated to shop early by discounts.1 By choosing and activating the right audience segments, you can deliver messages that resonate with the consumer's preferred shopping style, ensuring your holiday campaign will align with their shopping preferences and behaviors. Here are five audiences that you can activate based on shopping style: Last-Minute Holiday Shoppers One Stop Holiday Shoppers/Power Shoppers: In-Store or Online Impulse Buyers eCommerce Diehards Brick & Mortar Diehards Discount-seeking shoppers The holiday season is a time of giving, but also saving! Consumers are driven to shop early by discounts and early sales — 52% of consumers said discounts are their biggest motivator to shop early. Price is another crucial factor — 47% of consumers said price is the most important factor when deciding where to shop during the holiday season. Major holiday shopping events, such as Thanksgiving Day, Black Friday, and Cyber Monday, are expected to attract a significant portion of consumers this upcoming year.2 Here are eight audiences you can activate to reach discount-seeking shoppers: NEW! Discount Holiday Shoppers NEW! Cyber Monday Holiday Shoppers NEW! Black Friday Holiday Shoppers NEW! Big Box/Club Stores Holiday Shoppers NEW! Online Coupon Users TrueTouch: Online Coupon Site Department Store Deal Shoppers: In-Store or Online Post Holiday Shoppers Gift givers Holiday shoppers are torn between saving and splurging. Nearly a third of consumers anticipate spending more on holiday shopping this year, while the same number of consumers say they’ll be spending less. Boomers anticipate spending the most on gift cards, Gen Z on clothing, and Millennials on toys, electronics, and experiences.3 Given holiday shoppers' varied spending habits, it's important to target the right audience segments to maximize your impact. Targeting specific audience segments allows advertisers to better reach those most interested in their products. Here are six audiences you can activate to target gift givers: NEW! Luxury Gift Shoppers NEW! Holiday Shopping High Spenders NEW! Holiday Shopping Moderate Spenders NEW! Holiday Charitable Donations High Spend Gift Shoppers Heavy Buyer/Spenders Holiday Shoppers: In-Store or Online Holiday travelers In 2023, nearly three million travelers passed through airports on the Sunday after Thanksgiving alone. Take advantage of the busy travel season with our audience segments. By targeting specific travel preferences and behaviors, you can capture the attention of individuals planning trips this holiday season. Here are seven audiences to tailor your campaign according to travel preferences: NEW! Holiday International Travelers NEW! Holiday Travel-Train NEW! Holiday Budget Savvy Airline Travelers Vacation/Leisure Travelers: Domestic Trips Air Travel (FLA/Fair Lending Friendly)4 Vacation/Leisure Travelers: Frequent Spenders Hotels: Frequent Spend When you work with Experian, you work with a single data provider that gives you access to audiences across multiple verticals and categories, such as travel and retail. Targeted advertising this holiday season with Experian audiences The holiday season is the busiest time of the year for advertisers. Experian's data, ranked #1 in accuracy by Truthset, allows advertisers to reach people based on demographic, geographic, and behavioral attributes (e.g. websites visited and purchase history). By using Experian’s audiences in your holiday advertising campaigns, you can reach last-minute shoppers, discount-seeking shoppers, gift-givers, and holiday travelers. Just as shoppers seek the perfect gifts, with the right strategy, your holiday advertising campaigns can capture the right shoppers this holiday season. 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. Additionally, work with Experian’s network of data providers to build audiences and send to an Audigent PMP for activation. Connect with our audience team 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 Download our 2025 Holiday spending trends and insights report This holiday season is about more than just transactions – it’s about cultivating meaningful connections with your audience. Download our 2025 Holiday spending trends and insights report, in collaboration with GroundTruth, to access all of our predictions for this year’s holiday season. Download now Contact us Footnotes Online survey conducted in June, 2024 among n=1,000 U.S. adults 18+. Sample balanced to look like the general population on key demographics (age, gender, household income, ethnicity, and region). n = 204 Gen Z, n = 234 Millennials, n = 270 Gen X, n = 272 Baby Boomers. Online survey. Online survey. “Fair Lending Friendly” indicates data fields that Experian has made available without use of certain demographic attributes that may increase the likelihood of discriminatory practices prohibited by the Fair Housing Act (“FHA”) and Equal Credit Opportunity Act (“ECOA”). These excluded attributes include, but may not be limited to, race, color, religion, national origin, sex, marital status, age, disability, handicap, family status, ancestry, sexual orientation, unfavorable military discharge, and gender. Experian’s provision of Fair Lending Friendly indicators does not constitute legal advice or otherwise assures your compliance with the FHA, ECOA, or any other applicable laws. Clients should seek legal advice with respect to your use of data in connection with lending decisions or application and compliance with applicable laws. Appendix Here are the complete audience segment names (taxonomy paths) for all audience segments discussed in this blog post. Holiday shopping styles Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Last-Minute Holiday Shoppers Retail Shoppers: Purchased Based > Seasonal > Holiday Shoppers: One Stop Holiday Shoppers/Power Shoppers: In-Store Retail Shoppers: Purchased Based > Seasonal > Holiday Shoppers: One Stop Holiday Shoppers/Power Shoppers: Online TrueTouch: Communication Preferences > Purchase Behavior > Impulse buyers Retail Shoppers: Purchase behavior > Shopping Behavior > In-Store vs. Online: eCommerce Diehards Retail Shoppers: Purchase behavior > Shopping Behavior > In-Store vs. Online: Brick & Mortar Diehards Discount-seeking shoppers NEW! Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Cyber Monday NEW! Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Black Friday NEW! Retail Shopper: Purchase Based > Seasonal > Holiday Shoppers: Big Box/Club Stores Shoppers NEW! Retail Shoppers: Purchase Based >> Discount Holiday Shoppers NEW! Retail Shoppers: Purchased Based > Shopping Behavior > Online Coupon Users TrueTouch: Communication Preferences> Purchase Behavior > Online Coupon Site Retail Shoppers: Purchased Based > Shopping Behavior > Department Store Deal Shoppers Online Spenders Retail Shoppers: Purchased Based > Shopping Behavior > Department Store Deal Shoppers In-Store Spenders Retail Shoppers: Purchased Based > Seasonal > Holiday Shoppers: Post holiday Gift givers NEW! Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Luxury Gift Shoppers NEW! Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: High Spenders NEW! Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Moderate Spenders NEW! Retail Shoppers: Purchase Based > Seasonal > Holiday Charitable Donations Retail Shoppers: Purchase Based > Shopping Behavior > Gift Shoppers High Spend Spenders Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Heavy Buyer/Spenders: Online Retail Shoppers: Purchase Based > Seasonal > Holiday Shoppers: Heavy Buyer/Spenders: In Store Holiday travelers NEW! Retail Shoppers: Purchase Based > Seasonal > Holiday International Travelers NEW! Retail Shoppers: Purchase Based > Seasonal> Holiday Travel-Train NEW! Retail Shoppers: Purchase Based > Seasonal > Holiday Budget Savvy Airline Travelers Retail Shoppers: Purchase Based > Travel > Vacation/Leisure Travelers: Domestic Trips Lifestyle and Interests (Affinity) > Travelers > Air Travel (FLA/Fair Lending Friendly) Retail Shoppers: Purchase Based > Travel > Vacation/Leisure Travelers: Frequent Spenders Retail Shoppers: Purchase Based > Travel > Hotels: Frequent Spend Latest posts
In our Ask the Expert Series, we interview leaders from our partner organizations who are helping to lead their brands to new heights in ad tech. Today’s interview is with Jordan Feivelson, VP, Digital Audiences at Webbula. Jordan is a 22-year advertising industry veteran who has worked for media properties such as WebMD and Disney. Over the past ten years, he has transitioned to the data and programmatic space, including growing the data business for Kantar Shopcom and Adstra. What types of advertisers might benefit from utilizing Webbula audiences across various verticals? Can you provide examples of how different industries successfully leverage your data to achieve specific campaign goals? Most advertisers can leverage Webbula’s award-winning attributes for their activation initiatives. Webbula offers approximately 3,000 syndicated segments covering categories such as Demographics, Automotive, Political, Mortgage, B2B, Hobby/Interest/Lifestyle, and Interests & Brand Preferences (brand name targeting). Audience insights and marketing strategies What specific types of audience segments does Webbula provide? How can advertisers leverage these segments to craft more effective, personalized marketing strategies? Webbula has incredible depth and breadth within its verticals, giving marketers the tools to deliver targeted messaging effectively. Our Demographic, B2B, Mortgage, Automotive, and Interest and Brand Preferences segments each contain 500-1,000 segments, all built on deterministic, self-reported, and individually linked data. We ensure the best accuracy with multiple deterministic data points tied to the real world (ex., first name, last name, postal address, and email address). Some examples of our unique syndicated audience types: B2B: A view of the latest industry trends with detailed cuts of the professional world, such as companies with and not within the Fortune 500 companies and job positions that are directors and below. This also includes custom capabilities, including ABM (list of target companies in an activation campaign or by industry code (ex. NAICS, SIC). Interest and Brand Preferences: Consumers who have shown interest and affinity to hundreds of brands (ex., Nike), genres (ex., comedy, hip hop), sports teams, and more. Mortgage: A detailed view of homebuyers’ purchase range, loan type (ex. jumbo loan, standard loan), mortgage amount, interest rate, and more. With Webbula’s audience data, brands can create a comprehensive picture of their audiences down to the individual level and reach them accurately. Data quality, sourcing, and differentiation How is consumer data sourced and curated at Webbula? Are there data quality standards that Webbula establishes for consumer data, and how do you ensure your sources and methods meet these standards consistently? Webbula’s data is aggregated from over 110 trusted and authenticated sources, including publishers, data partners, social media, and more. The data collected comes directly from consumers who self-report information through surveys and other methods. We apply our hygiene filters to mitigate fraud and accurately score the data. Data Collection: The data collected comes directly from consumers who self-report information through surveys, questionnaires, transactions, and sign-ups. This ensures that brands display ads to audiences based on self-identified, cross-channel behaviors, not modeled assumptions. Hygiene Solutions: Webbula applies multi-method hygiene solutions to mitigate fraud and accurately score the data before onboarding, ensuring that all data meets the highest quality standards. Examples of Data Sources: Questionnaires: Self-reported data through surveys, offer submissions, and telemarketing. Transactions: Deterministic data from aftermarket parts, online purchases or services, and more. Sign-ups: Individually linked data from information entered through sweepstakes, infomercials, newsletters, and forms. What differentiates Webbula's data from other data providers in the market? Can you explain the unique value proposition that Webbula offers in terms of data depth and breadth? Due to our extensive experience in data cleansing, we provide the most accurate data within the programmatic ecosystem. TruthSet, the leading programmatic accuracy measurement company, has ranked Webbula as having the highest number of top attributes compared to other data providers with 150M+ HEMs. Additionally, Publicis Groupe and Neutronian further validate Webbula's data quality, underscoring its position as a leader in the industry. Webbula's data stands out in the market due to its unmatched accuracy and quality, achieved through years of expertise in data cleansing. Unlike other providers, Webbula’s foundation lies in its robust email hygiene process, ensuring that all data entering the programmatic ecosystem is thoroughly cleansed. Privacy, compliance, and future-proofing What measures does Webbula take to maintain data privacy and compliance? How do these efforts benefit advertisers in an evolving regulatory landscape and ensure ethical standards? Webbula was created over a decade ago with a future-proof, privacy-compliant foundation. We understand the industry’s rapid changes, including government and state legislation and cookie depreciation. Our goal has always been to build long-term partnerships and ensure we are prepared for industry changes. We rely on validated offline data sources, making us resilient to external influences. Success stories Can you share success stories where advertisers saw significant campaign improvements using Webbula’s data? What were the key factors that contributed to these successes? Our success is measured by client feedback and increased client spend. Webbula has helped several key advertisers achieve six-figure monthly thresholds by providing the most accurate data to meet campaign KPIs. Clients consistently return to use our data, validating our belief that “the proof is in the pudding.” Thanks for the interview. Any recommendations for our readers if they want to learn more? For those interested in learning more about Webbula, reach out for a personalized consultation. Contact us Latest posts
This holiday shopping season, marketers will look to take advantage of the surge in spending across channels like connected TV (CTV), programmatic, and mobile. Despite challenges such as privacy regulations and Google's new cookie deprecation plan, this moment presents a unique opportunity for marketers to reshape their traditional approaches to consumer engagement and capitalize on these changes. As we approach the holiday season, understanding how consumers spend, where they shop, and how their shopping habits are changing are key components to consider when crafting your holiday advertising campaigns. Our 2024 Holiday spending trends and insights report utilizes our expertise in data and insights to highlight emerging consumer behaviors and spending patterns. In our report, we share what these trends mean for marketers and how Experian can help, so you can refine your messaging and target the right audience through the best channels. Download our 2024 report In this blog post, we cover three insights from our report. Watch our video for a recap below. 1. Consumers are shopping evenly throughout the holiday season 35% of holiday shopping was done in December, peaking at 9% of total holiday sales the week before Christmas. Cyber Week, the five-day period between Thanksgiving and Cyber Monday, and the week before Christmas brought the highest weekly sales for the past two holiday seasons. What this means for marketers Prepare for an extended promotional period. Schedule your marketing campaigns and sales initiatives to maximize impact during the extended season, focusing on the peaks of Cyber Week and the week before Christmas. How Experian can help you target these shoppers Experian's data, ranked #1 in accuracy by Truthset, offers advertisers the ability to reach people based on demographic, geographic, and behavioral attributes (e.g. websites visited and purchase history). Our audiences are available on-the-shelf of most major platforms, making it easy for you to activate and target holiday shoppers. We recently released 19 new holiday-focused audience segments. Here are a few you can activate: Black Friday Shoppers Cyber Monday Shoppers Big Box/Club Store Shoppers Luxury Gift Shoppers Discount Holiday Shoppers Holiday Airline Travel 2. Online shopping is leveling out Online holiday spending continues to remain around a third of all holiday shopping spending. We are starting to see online shopping slow and level out – people are going back in-store. The high amount of online shopping we saw during the pandemic is starting to return to pre-pandemic behaviors. Consumers are spending more in-store at department and discount stores but are shopping online for office/electronics/games, mass retailers, and apparel. 84% of holiday shopping was done in-store for discount stores. 79% of holiday shopping was done in-store for department stores. 64% of holiday shopping was done online for office, electronics, and games stores. What this means for marketers Digital and physical experiences work together. Retailers should have a multi-channel plan to reach consumers, tailoring their approach to their target audience and product and creating engaging in-store experiences to drive visitors. How Experian can help you target and measure across channels We connect online and offline data to enable precise targeting and measurement of marketing efforts across multiple channels. Read our case study with Cuebiq to learn how they used our Activity Feed solution to deliver in-store lift analyses to their clients. 3. CTV is the top channel to reach consumers Over two-thirds of the U.S. population now use CTV, and the average time spent among adults is expected to surpass two hours per day in 2024. CTV offers a creative ad experience similar to its linear counterpart but provides more sophisticated targeting and analytics capabilities. What this means for marketers As CTV viewing continues to dominate, the importance of cross-device targeting and measurement increases. How Experian can help you reach shoppers across devices Later this year, we’ll add support for IPv6 in our Digital Graph as well as phone-based UID2s. This is in addition to our current coverage of IPv4 and email-based UID2s. As a result, all IP signals and UID2s will be resolved back to Experian’s household and individual profiles and their associated devices, which means marketers and platforms can better understand the full customer journey and reach people across their devices. Download our 2025 Holiday spending trends and insights report This holiday season is about more than just transactions – it’s about cultivating meaningful connections with your audience. Download our 2025 Holiday spending trends and insights report, in collaboration with GroundTruth, to access all of our predictions for this year's holiday season. Download now When you work with Experian for your holiday shopping campaigns, you're getting: Accurate consumer insights: Better understand your customers' behavioral and demographic attributes with our #1 ranked data covering the full U.S. population. Signal-agnostic identity solutions: Our deep understanding of people in the offline and digital worlds provides you a persistent linkage of personally identifiable information (PII) data and digital IDs, ensuring you accurate cross-device targeting, addressability and measurement. Secure connectivity: Bring data and identity to life in a way that meets your needs by securely sharing data between partners, utilizing the integrations we have across the ecosystem, and using our marketing data in flexible ways. Make the most of this holiday shopping season with Experian. Contact us today to get started. Contact us Latest posts