
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.
Latest posts

Forward thinking marketers leverage the power of social networking sites like Facebook, MySpace, Twitter and more to connect to consumers in a more personal and meaningful way. That's why Experian Simmons is focusing on social networking in this issue of Consumer Insights, featuring the freshest insights available from the latest Simmons New Media Study. The 2010 Social Networking Report provides the hard data behind this consumer revolution, including the fact that fully 66% of online Americans use social networking sites today, up from just 20% in 2007. Social networking is an increasingly addictive activity, with nearly half of those who access such sites (43%) reporting that they visit them multiple times per day. While users of social networking sites may have initially signed up to better keep in touch with friends, a growing number say they now use sites like Facebook to connect with family members. An astounding 70% of social networkers keep in touch with family via their various online networks, up from 61% a year ago. Fully two-thirds of all online adults today have visited a social networking site in the last 30 days, up from 53% in 2008 and 20% in 2007. Social networks have most thoroughly penetrated the young adult market, as nearly 9-in-10 online 18-to 34-year-olds visit such sites today. But even older Americans are tapping into social networks, with 41% of online adults age 50 and older making monthly visits to sites like Facebook, MySpace and Twitter. The rise of social networking tracks closely with that of Facebook. As of April 26, 2010, 46% of the U.S. online adult population reported having visited Facebook in the past 30 days. While keeping in touch with others is an important part of social networking, the popularity of games like Farmville and Mafia Wars illustrate that fun is a big part of the appeal of social networking. Whether it’s keeping in touch with others, playing games, debating politics or any of the other reasons people use social networking sites, it cannot be denied that there’s a sense of addictiveness to it all. Visiting social networking sites multiple times a day is up 28% over last year, while less frequent visits are down across the board. As social networking sites extend their reach across generations, Americans are increasingly using such sites to connect with more than just their friends. Today, 17% of social networkers communicate with their parents via those sites and 22% connect with their kids, up from 9% and 15%, respectively, a year ago. An astounding two-thirds of social networking site visitors (68%) say they have shown their support of a product, service, company or musical group by becoming a “fan” or a “friend” on a social networking site. One year earlier, only 57% of social networkers had publicly declared their “like” for a product, service, company or musical group. Knowing that social networkers are comfortable connecting with products and brands they support, it's important to understand which brands have the best opportunity to connect with this group. Top retail brands among Facebook users, for instance, include H&M, Hot Topc and Forever 21. Specifically, Facebook users are full twice as likely as the average American adult to shop at H&M. Twitter visitors are 3.7 times more likely to shop at Nordstrom. Heavy users of social networking sites are primarily concentrated in the Northwest and markets that are heavily influenced by major colleges or universities.

The vast majority of Facebook visitors—like most Internet users—say they like websites that take special care to protect their privacy. Yet as the popularity of Facebook grew during 2009 among both younger and older adults, there was a general waning in visitors’ advocacy of online privacy. In fact, the share of Facebook visitors sensitive to privacy protection experienced a 9% relative decline between January and November of 2009. That decline may have continued, were it not for a series of privacy policy updates issued by the social networking giant. In November 2009, Facebook changed its default settings to publicly reveal a larger than before amount of its users’ information. Then in December 2009, the privacy settings were entirely removed from certain categories of users' information. And lastly, in April 2010, users’ General Information became publicly exposed whenever they connected to certain applications or websites, a move that seriously angered many Facebook adherents. Following these changes, the share of Facebook users who are sensitive to privacy protection rose. Specifically, between November 2009 and April 2010, the percent of users who like sites that protect their privacy increased a relative 7%. Facebook’s decision to return, and even simplify, control over privacy settings to account holders may appease users, but whether a subsequent drop in support of online privacy will ensue down the line is far from certain.

Same-sex marriage is a hot button topic no matter on which side of the issue you stand. But there can be no denying that same-sex couples are finding an expanding number of options in the U.S. and abroad should they decide to legally wed. The 2010 LGBT Consumer Report explores the household arrangements and behaviors of America's LGBT consumers—in particular, those associated with marriage—compared to America's heterosexual population. You will learn that despite being less than half as likely to be married, lesbian, gay and bisexual adults are 22% more likely than their "straight" counterparts to have recently wed or to be planning nuptials for the next year. Looking for that perfect gift for the newly wed couple? You will also get some shopping tips for identifying favored retailers of lesbian, gay and bisexual shoppers. We'll start by sizing the LGBT market. An estimated 3.7% of the non-Hispanic adult population (7.1 million adults) self-identifies as LGBT, which can be broken down as follows: The average heterosexual adult lives in a household with 1.9 other individuals, including adults and kids. By comparison, the average lesbian shares her home with only 1.6 other people. Gay men live in the smallest households, sharing their home with only one other person, on average. Over a third of gay or bisexual men (38%) share their home with at least one other adult male, compared with only 24% of heterosexual men who live under the same roof as another adult male. Thirty-five percent of gay or bisexual men say they live with one (and only one) other adult male, a living arrangement that has a higher chance of consisting of a same-sex, co-habiting couple. Over half of lesbians or bisexual women (53%) share their home with at least one other adult female, compared with only 23% of heterosexual women who live under the same roof as another adult female. Forty-three percent of lesbian or bisexual women say they live with one (and only one) other adult female, a living arrangement that has a higher chance of consisting of a same-sex, co-habiting couple. Lesbian, Gay and Bisexual adults (LGB) as a group are less than half as likely as heterosexuals to be married. Only 26% of LGB adults are wed, compared with 57% of “straight” adults. Of all LGB adults, bisexuals are the most likely group to be married, with over 4 in 10 reporting they are presently wed. Lesbians are more than four and a half times more likely than gay men to be married, with 23% of lesbians having tied the knot versus only 5% of gay men. Lesbian, gay and bisexual adults as a group are 22% more likely than heterosexual adults to have either tied the knot in the last 12 months or have plans to wed in the coming year. 5.7% of lesbian, gay or bisexual adults are newly weds or “soonly” weds vs. 4.6% of heterosexual adults. Lesbian, gay and bisexual adults are twice as likely to shop at Neiman Marcus, making the department store the number one retailer with a wedding registry program among LGB shoppers. With many retailers ending their registry programs in favor of gift cards, we looked at how stores without registry programs stack up among lesbian, gay and bisexual shoppers. LGB adults are almost twice as likely to shop at J. Crew, making the store the number one retailer without a wedding registry program among LGB shoppers.