First-Party Data: The Cornerstone of Commerce Media Networks

Written by

Mark Kapczynski

Published on

October 2, 2025

In the rapidly evolving world of digital advertising, first-party data has emerged as the most valuable asset for brands, retailers, and media platforms. As privacy regulations tighten and third-party cookies fade into obsolescence, the ability to collect, manage, and activate first-party data is no longer a competitive advantage—it’s a necessity.

At the heart of this transformation lies the rise of Commerce Media Networks—platforms that blend advertising technology with commerce data to deliver personalized, performance-driven marketing experiences. These networks are built on the foundation of first-party data, making its role more critical than ever.

What Is First-Party Data?

First-party data refers to information that a company collects directly from its customers or users. This includes:

  • Purchase history
  • Website and app behavior
  • Email engagement
  • Loyalty program activity
  • Customer service interactions
  • Demographic and account information

Unlike third-party data, which is aggregated from external sources and often lacks transparency, first-party data is consented, accurate, and contextually rich. It reflects real interactions between a brand and its audience, making it ideal for targeting, personalization, and measurement.

Why First-Party Data Matters More Than Ever

The digital advertising ecosystem is undergoing a seismic shift:

  • Third-party cookies are being deprecated by major browsers like Chrome, Safari, and Firefox.
  • Privacy regulations such as GDPR, CCPA, and others are limiting how data can be collected and shared.
  • Consumer expectations around transparency and control are rising.

In this new environment, first-party data offers a privacy-safe, future-proof way to understand and engage customers. It enables brands and retailers to:

  • Build direct relationships with consumers
  • Deliver personalized experiences across channels
  • Measure campaign performance with precision
  • Create lookalike audiences and predictive models
  • Monetize their owned media and data assets

Commerce Media Networks: Powered by First-Party Data

Commerce Media Networks (CMNs) are platforms that allow retailers and marketplaces to monetize their digital properties by offering advertising opportunities to brands. These networks are built on the principle of closed-loop marketing—where ads are served based on real shopping behavior and performance is measured by actual sales.

Examples include:

  • Amazon Ads
  • Walmart Connect
  • Target Roundel
  • Instacart Ads
  • Best Buy Ads

These platforms leverage their vast troves of first-party data to offer:

  • Audience targeting based on purchase intent
  • Dynamic ad placements across owned and off-site channels
  • Attribution models that link ad exposure to conversion
  • Personalized product recommendations

For brands, this means they can reach high-intent shoppers with relevant messaging at the moment of decision—whether that’s on a product page, in a mobile app, or via email.

How First-Party Data Is Collected Today

Retailers and brands collect first-party data through a variety of touchpoints:

1. E-commerce Platforms

Every click, search, and purchase on a retailer’s website or app generates valuable behavioral data. This includes:

  • Product views
  • Cart additions and abandonments
  • Checkout behavior
  • Repeat purchases

2. Loyalty Programs

These programs incentivize customers to share personal information and engage regularly. Data collected includes:

  • Purchase frequency
  • Preferred categories
  • Redemption behavior
  • Store visits

3. Email and SMS Engagement

Open rates, click-throughs, and conversion data from email and SMS campaigns help build rich customer profiles.

4. In-Store Interactions

With the rise of omnichannel retail, in-store purchases linked to loyalty accounts or mobile apps contribute to unified customer profiles.

5. Customer Service and Feedback

Support tickets, reviews, and surveys provide qualitative insights that complement behavioral data.

Activating First-Party Data in Commerce Media

Collecting data is just the beginning. The real value lies in activation—using data to drive meaningful marketing outcomes. Here’s how CMNs are doing it:

Audience Segmentation

Retailers can create granular segments based on shopping behavior, such as:

  • “Frequent buyers of organic snacks”
  • “Tech enthusiasts who browse but don’t convert”
  • “Customers who respond to email promotions”

Brands can then target these segments with tailored messaging.

Personalized Ad Experiences

Using dynamic creative optimization (DCO), ads can be personalized in real time based on user behavior, location, and preferences.

Product Recommendations

First-party data powers recommendation engines that suggest products based on past purchases or browsing history—boosting cross-sell and upsell opportunities.

Performance Measurement

CMNs offer closed-loop attribution, allowing brands to see exactly how their ads influenced sales—online and in-store.

Challenges and Considerations

While the benefits are clear, activating first-party data at scale comes with challenges:

  • Data Quality: Incomplete or outdated data can lead to poor targeting.
  • Integration: Connecting data across systems (CRM, POS, e-commerce) requires robust infrastructure.
  • Privacy Compliance: Brands must ensure they have proper consent and comply with regulations.
  • Talent and Strategy: Activating data requires skilled teams and clear objectives.

Retailers and brands must invest in data governance, clean architecture, and ethical practices to unlock the full potential of first-party data.

The Future of First-Party Data in Commerce Media

As AI and machine learning continue to evolve, the ability to extract insights from first-party data will become even more powerful. Predictive analytics, real-time personalization, and automated media buying will be driven by data collected directly from consumers.

Moreover, the rise of retail media networks will push more retailers to monetize their data and media assets, creating new revenue streams and deeper brand partnerships.

In this future, first-party data isn’t just a marketing tool—it’s a strategic asset.

Conclusion

First-party data is the lifeblood of Commerce Media Networks. It enables retailers to become media companies, brands to reach high-intent audiences, and consumers to receive more relevant, respectful experiences.

As the digital landscape shifts, those who prioritize first-party data—collecting it ethically, activating it intelligently, and protecting it rigorously—will be best positioned to thrive.