4 月 28th, 2025

Path to personalized impact in automotive programmatic media: Discovering insights through industry sales

Urban Science - AdAge

本文最初刊登于 AdAge.

The landscape of automotive advertising is evolving rapidly, driven by today’s digital-savvy consumers who are demanding more than just a targeted ad — they want personalized messages that resonate and connect.

Group of people icon

71%

of consumers expect personalization, and companies that deliver on this can drive 40% more revenue growth.

According to McKinsey, 71% of consumers expect personalization, and companies that deliver on this can drive 40% more revenue growth. For automotive brands, this translates to using data to address specific preferences — whether it’s showcasing a vehicle’s off-road capabilities or emphasizing its fuel efficiency.

But personalization is more than targeting buyers. It’s about knowing both who those buyers are and who they are not. Consumers today are following news patterns within your brand and navigating to and from your competitors. Understanding the consumer journey requires foundational data — including third-party data fused with first-party data — and the capabilities to measure behavior across the purchase funnel. By leveraging such insights, brands can craft hyper-relevant campaigns that stand out in a crowded digital ecosystem.

In the data-driven world of automotive marketing, relevance is paramount, yet the abundance of data can make it difficult to discover meaningful insights. According to Invoca, 87% of marketers say data is their company’s most underutilized asset, while a HubSpot survey found only 44% of marketers say the data they have about their target audiences is high quality.

The solution lies in connecting data to real people, regardless of any preconceived notions of your potential buyers and competitors. For example, a brand may assume its primary competition is another SUV manufacturer, only to discover that crossover buyers are also considering minivans or electric vehicles. It’s important to know and understand the many facets of audiences and look further than face value.

For automotive marketers, achieving this level of precision requires access to quality and diverse data, understanding the nuanced consumer journey and mobilizing the insights into their existing customers and those who purchase from competitors. Understanding and addressing these dynamics can help refine messaging and optimize strategies to ensure campaigns resonate with the right audience.

Customer at dealership photo

Three Strategies for Campaign Success

1. Map the Nonlinear Consumer Journey

Understanding the modern consumer journey is equally essential, as the path to purchase is no longer linear. Prospective buyers interact with brands across multiple devices, platforms and channels, making it vital to deliver cohesive and relevant messages at every touch point.

Diving into different layers such as geographic regions, media mix and devices can tell different stories of effectiveness. For instance, Urban Science®, an automotive consulting and data technology company, worked with an agency who noticed a specific demographic group in a particular market (ex., urban, coastal, rural) exhibiting vastly different purchase patterns. Those patterns accounted for a 10X higher conversion rate when compared to the broader campaign. Had the agency not looked beyond a traditional consumer journey, they wouldn’t have uncovered this insight. Knowing what works for a particular audience, such as how they receive a message, when they receive it and how often can help marketers pull different levers in the ecosystem to optimize campaigns.

Accurate, comprehensive and representative data is non-negotiable for creating meaningful consumer engagements that drive results.

2. Broaden Your Data Perspective

While first-party data is the gold standard, relying on it as the sole source limits a brand’s ability to capture the full picture. Comprehensive market insights are essential to understanding not just who’s buying but who isn’t — and why.

Brands that measure impact in context and evaluate their media effectiveness against market-level benchmarks — rather than internal metrics alone — can make more informed decisions and unlock greater return on investment.

Consumer research teams devote a lot of time developing buyer personas, which are useful, but throughout the past five years we’ve learned that automotive shopping doesn’t happen in a vacuum. Trends are essentially thrown out the window, and the best way to get your automotive brand ahead is to look at real-time market insights and adjust strategies and budgets accordingly.

For instance, a non-luxury brand that previously pulled in luxury shoppers, noticed strong defection patterns toward luxury brands. The brand used this insight and leaned into more personalized, creative messaging to highlight in-vehicle features and were able to improve its ROAS/general efficiency with crossover shoppers who want the look and feel of luxury without the price tag. Now, the brand is actively targeting luxury shoppers with this messaging and finding that sweet spot for on-brand conversions. To be truly data-driven, brands need to let the data show what you didn’t know — and then let it drive the strategy.

Path to Impact icon

To be truly data-driven, brands need to let the data show what you didn’t know — and then let it drive the strategy.

3. Move Beyond Attribution

Attribution shouldn’t just be a “report card” for past performance. It should provide actionable insights to inform future strategies. Yes, sales measurement is important when evaluating campaign success, but it’s not only about checking the boxes — it’s about going deeper to find other areas of opportunity. “Brands could look at sales measurement and say, ‘That looks fine, let’s move along,’ but that doesn’t take you very far,” said Amanda Juip, Head of Sales – AdTech Performance at Urban Science.

Understanding which specific media strategies and tactics work along the customer journey and how each touch point led to the consumer purchase will provide deeper insight and inform your ad spend.

While some brands may be hesitant or reject the idea of using a sales conversion metric in more upper funnel campaigns such as brand awareness or opinion, they risk missing a big piece of the shopper pie. One notable example is an automotive agency’s programmatic team that found nearly a quarter (23%) of total sales came from upper funnel tactics. Naturally, an awareness campaign with high-impact creative would reach more shoppers, but it wasn’t until the agency’s programmatic team looked back through sales that they were able to tell a more complete story. Had they eliminated sales conversions during a brand awareness campaign, they would’ve missed a big segment of shoppers. This insight allowed the agency to refine its approach and achieve measurable ROI.

Having the right data and data partner – and one that is an expert in automotive – is essential for visibility on how specific strategies and market insights influence sales and consumer engagement, so automotive marketers and brands can optimize their campaigns.

Building for the Future

As programmatic media becomes more sophisticated, the automotive industry stands at the cusp of transformative change. By focusing on comprehensive consumer understanding, broadening data perspectives and embracing innovative measurement strategies, automotive marketers can create campaigns that truly resonate.

The bottom line: Success in automotive programmatic media is about more than targeting — it’s about understanding the bigger picture. By broadening their perspective and embracing the right solutions and strategies, automotive marketers can connect with consumers in meaningful ways and drive long-term growth.

关于优赛思

Urban Science specializes in unlocking automotive insights for sales matching and campaign optimization. With solutions like In-Market Audiences™, Suppression Audiences™ and SalesMatch,™ we help marketers make informed decisions that maximize their impact. The Urban Science® DataHub™ provides daily, consumer-level data to identify exactly who is in-market, ensuring your campaigns reach the right audience at the right time.

Contributors:

CARL MATTER
Director, Ad Tech Performance, Urban Science

AMANDA JUIP
Head of Sales, Ad Tech Platforms, Urban Science

SCOTT CLARK
Global Practice Director, AdTech, Urban Science

Urban Science
Solutions
  • MANUFACTURER
  • NETWORKPERFORMANCE

    主动网络管理可以更有效地将当今的消费者与汽车连接起来。

  • SALESPERFORMANCE

    发现真正影响日常绩效以增加市场份额的因素。

  • AFTERSALESPERFORMANCE

    让顾客回头以提高服务保留率并建立长期忠诚度。

  • 营销PERFORMANCE

    科学的精准度让每一分营销费用都发挥更大的作用。

ZH

该页面是自动翻译的。