1. What Are Retail Media Networks (RMNs)?

When you hear the phrase Retail Media Networks: The Next Billion-Dollar Frontier for Digital Marketers, it may sound like hype—but it’s grounded in a powerful shift. In essence, a retail media network (RMN) is an advertising platform run by a retailer that allows brands to advertise on the retailer’s owned channels—such as the website, mobile app, even in-store digital displays—and sometimes beyond, leveraging the retailer’s first-party shopper data to reach high-intent consumers. epsilon.com+Broadsign
What sets RMNs apart from traditional digital media channels? First, traditional display or search advertising relies heavily on third-party cookies and broad audience segments. In contrast, RMNs tap directly into a retailer’s logged-in user data or loyalty card transactions. Second, the placement is often much closer to the point of purchase: you might see a sponsored product while browsing a retailer’s e-commerce site or a display ad on your phone while at the store. That closeness means higher relevance and better chances of conversion.
Because of those differences, RMNs offer advertisers a new way to connect with in-market shoppers—people who are already browsing or buying—rather than just casting a wide net and hoping someone eventually buys. This is why many say Retail Media Networks: The Next Billion-Dollar Frontier for Digital Marketers is not a lofty claim but a strategic reality.
🧭 Table of Contents
- What Are Retail Media Networks (RMNs)?
- Why RMNs Are Emerging as a Billion-Dollar Opportunity
- The Problem Marketers Face Without RMNs
- Benefits of Leveraging RMNs for Brands & Retailers
- Major Types & Placements of RMNs
- Case Studies: Success Stories of RMNs
- Step-by-Step Guide: How Digital Marketers Can Tap RMNs
- Implementation Table: RMN Strategy Checklist
- Key Challenges and How to Solve Them
- Best Practices for Success with RMNs
- Future Trends: What’s Next in RMNs?
- Conclusion

2. Why RMNs Are Emerging as a Billion-Dollar Opportunity
First-Party Data Advantages
With increasing privacy regulation (e.g., the phase-out of third-party cookies) and changes in platform policies, advertisers are scrambling for ways to target effectively. RMNs provide access to retailer first-party data – actual purchase history, browsing behaviour on the retailer site/app, loyalty programme records. This data is gold for marketers. improvado.io
High-Intent Purchase Moments
One major advantage: RMNs reach shoppers at or near the point of purchase. For example, a brand may bid for a sponsored listing on a retailer’s search results within that retailer’s website. Because the shopper is already searching for something related, conversion likelihood is significantly higher. improvado.io
Growth Projections and Market Size
The numbers bear out the excitement. For instance, one guide notes that U.S. RMN ad spend is expected to reach $60 billion this year and potentially surpass $100 billion by 2028. epsilon.com For digital marketers, that means this channel is increasing in both relevance and budget allocation. Hence the term “Next Billion-Dollar Frontier.”
So, if you’re a digital marketer thinking “which channel will give me better reach, better targeting, higher ROI?” RMNs are rising to the top of the list.
3. The Problem Marketers Face Without RMNs
If you neglect RMNs, you’re not necessarily doomed—but you risk falling behind. Let’s break down the key problems:
Decline of Third-Party Cookies
The era of easily tracking users via third-party cookies is ending. Advertisers must shift to alternative data strategies. Without first-party data access (such as via RMNs), you’ll struggle with targeting precision. topsort.com
Data Silos and Attribution Issues
Digital campaigns across multiple platforms generate disparate reports. When you run campaigns across several RMNs (or multiple retailers), each platform has its own metrics, naming conventions, and dashboards. That fragmentation makes it hard to get a unified view of performance. improvado.io
Wasted Ad Spend and Low ROI
If you’re buying broad digital media without access to the point-of-purchase context, you’ll likely pay for clicks or impressions but not actual sales. RMNs allow closed-loop attribution (impression → purchase) which helps improve ROI. epsilon.com
If you’re a beginner digital marketer, think of it this way: you’re casting a net in an ocean; RMNs let you fish where the fish are already feeding.

4. Benefits of Leveraging RMNs for Brands & Retailers
For Brands (Advertisers)
- Better targeting: reach shoppers via retailer data who have real buying intent.
- Higher conversions: because ads are placed in the retail environment, the path to purchase is shorter.
- Improved measurement: many RMNs support closing the loop to actual sales.
improvado.io
For Retailers
- New revenue stream: monetise ad inventory across site/app/in-store using their first-party data. axonet.io
- Deeper brand partnerships: retailers become more than just shipping products—they become media companies.
- Better shopper insights: brands pay for access and ad campaigns help analytics gain richer data.
For Consumers
- More relevant ads: instead of irrelevant banners, consumers see offers aligned with their shopping behaviour.
- Enhanced experience: when done properly, the fit of an ad in the retail environment can feel helpful rather than intrusive.
topsort.com
5. Major Types & Placements of RMNs
Understanding how RMNs work means knowing where ads are placed. Here are the key types:
| Placement Type | Description | Example |
|---|---|---|
| On-site | Ads displayed on the retailer’s own website or mobile app (search results, product listing, home page, category page) | A sponsored product in a retailer’s search results. epsilon.com |
| Off-site | Ads shown outside the retailer’s properties but using retailer first-party data for targeting (e.g., display ads across the web, CTV, social) | A retailer uses its loyalty data to power ads on social media or connected TV. improvado.io |
| In-store / Omnichannel | Ads or digital displays within physical retail stores; or integration of online & offline campaign targeting. | A digital screen in store showing personalised ad based on purchase history. placer.ai |
By using a mix of these placements, marketers can create an omnichannel retail media strategy that meets the shopper at multiple touchpoints.
6. Case Studies: Success Stories of RMNs
Here are detailed case studies to illustrate how brands and retailers have leveraged RMNs at scale.
Case Study 1: Kroger Precision Marketing (KPM)
The retail giant Kroger launched its RMN, KPM, powered by its data-science unit 84.51°. Launched in 2017, KPM is cited as a leading example of how RMNs provide measurable results for CPG advertisers. advertisingweek.com
Key Highlights:
- Kroger used loyalty card and purchase-history data to create audience segments for brand advertisers.
- They offered closed-loop measurement: brand spend on KPM could be linked to actual product sales within Kroger’s ecosystem.
- One result: improved media effectiveness and category sale lifts for participating brands.
Why this matters:
This case shows that RMNs are not just minor channels—they are full-fledged media platforms, combining data, targeting, reporting and attribution into one package. For digital marketers, aligning with such networks offers a direct path to measurable business outcomes.
Case Study 2: Walgreens Advertising Group (WAG)
Walgreens, the pharmacy-retail chain, launched its RMN via its advertising arm WAG (Walgreens Advertising Group) in collaboration with a partner Epsilon. epsilon.com
Key Highlights:
- Walgreens used patient/purchase data (with privacy protections) and its digital channels (app, website, stores) to allow advertisers to reach health and wellness audiences.
- They built the network to allow identity resolution and scalable targeting.
- Brands gained access to ads that align precisely with in-market behaviour, improving relevance and conversion.
Why this matters:
Even a non-traditional pure retail business (pharmacy + retail) shows that RMNs can expand beyond just grocery or general merchandise. Thus, digital marketers in niche verticals (health, beauty, wellness) can also leverage RMNs.
Additional Example: SPAR (Retailer Building RMN)
Another interesting case is SPAR (international convenience/grocery chain) where a project was executed in three phases: build business case → build network → run business. vml.com
This illustrates the “retailer side” challenge: building the platform, making it sustainable and then monetising.
Together, these case studies show both sides of the opportunity: brands leveraging RMNs to reach shoppers, and retailers building RMNs to monetise first-party data.

7. Step-by-Step Guide: How Digital Marketers Can Tap RMNs
Here’s a practical walkthrough to help you implement RMNs in your strategy:
Step 1: Define objectives & KPIs
- Determine what you want: e.g., increase product sales via retail partner site by 15% in next quarter.
- Set KPIs: ROAS (return on ad spend), Incremental Sales, New Customer Acquisition, Share of Shelf.
Step 2: Identify retailer partners & data access
- Choose which retailer RMNs suit your brand (based on product category, customer overlap).
- Ensure access to relevant first-party data, audience segments, measurement capabilities.
- Clarify placement types (on-site, off-site, in-store).
Step 3: Choose placements & creative formats
- Determine where the ads will appear: e.g., search result listings on the retailer’s site, display banners on retailer app, off-site retargeting via retailer data.
- Develop creative assets aligned with the retailer environment (customise messaging for “just before purchase” mindset).
Step 4: Launch, track, attribute
- Launch campaigns via RMN platform.
- Use closed-loop measurement: link ad exposures to purchases (SKU-level data if possible).
- Monitor metrics: spend, impressions, clicks, conversions, ROAS, incremental sales.
Step 5: Optimize and scale
- Review performance data: which placements, creatives, audience segments performed best?
- Shift budget to high-performing segments.
- Expand placements, try off-site options, and test new retailers.
- Run hold-out tests or geo-tests to assess incrementality (i.e., ensure sales are truly incremental). improvado.io
By following this structured approach, you move from pilot to scale, using RMNs strategically rather than ad-hoc.
8. Implementation Table: RMN Strategy Checklist
| Task | Who’s Responsible | Timeline | Success Metric |
|---|---|---|---|
| Define campaign objective & KPIs | Marketing Lead | Week 1 | Clear measurable goal (e.g., +10% sales) |
| Select retailer(s) & secure access | Partnerships/Media Team | Week 2 | Contract signed, data access confirmed |
| Develop creative assets for placements | Creative Team | Week 3 | Materials approved for on-site/off-site |
| Launch pilot campaign | Media Buying Team | Week 4 | Campaign live across selected placements |
| Monitor real-time performance | Analytics Team | Weeks 4-8 | ROAS, conversions tracked daily |
| Run incrementality test (hold-out group) | Analytics Team | Weeks 5-9 | Measure lift vs control group |
| Scale winning placements | Media Team | Week 10+ | Increase budget, add retailer/placements |
| Monthly review & optimization | Marketing Lead + Analytics | Ongoing | Improved ROAS, cost per acquisition down |
Use this table as your quick reference to manage an RMN initiative. It bridges strategy, operations, data and measurement.

9. Key Challenges and How to Solve Them
Data Fragmentation
Many RMNs operate in silos; each retailer has separate dashboards, metrics, and naming conventions. This makes consolidating data difficult. improvado.io
Solution: Build a unified data warehouse or use a marketing analytics platform to collect, harmonise and visualise data across all RMNs.
Attribution Complexity
Attribution across channels is hard—how do you know which touchpoint truly drove the sale, especially when other channels (search, social) were involved?
Solution: Implement incrementality testing, use multi-touch attribution models, and integrate RMN data with your overall marketing analytics stack.
Frequency & Ad Fatigue
With multiple placements (on-site, off-site, in-store), the same shopper might see your ad many times. That can cause fatigue.
Solution: Use frequency caps, coordinate messaging across channels, and vary creative formats based on placement.
Privacy & Transparency
Retailers must ensure the data used for targeting is privacy-compliant; brands must understand how targeting and measurement work. Harvard Business Review
Solution: Choose RMN partners with transparent data practices, sign clear agreements on measurement, and ensure your analytics respect consumer privacy.
10. Best Practices for Success with RMNs
- Align RMN with overall marketing strategy: RMNs shouldn’t operate in isolation. Integrate them with other channels and ensure messaging and creative are consistent across brand.
- Use closed-loop measurement: The power of RMNs lies in being able to link ad spend to sales. Build measurement frameworks that enable that linkage.
- Collaborate with retailers: Leverage retailer insights and co-marketing opportunities. Retailers often offer unique shopper data and can provide guidance on best placements.
- Invest in data integration: To move from data chaos to actionable insight, you’ll likely need systems (internal or via partner) that unify RMN data, general marketing data, and sales data.
- Test and optimise continuously: Because RMNs are still evolving, what works today may change. Run A/B tests, test new placements, adjust creatives frequently.
By embedding these practices in your strategy, you position yourself to fully exploit the opportunity that Retail Media Networks: The Next Billion-Dollar Frontier for Digital Marketers truly represent.

11. Future Trends: What’s Next in RMNs?
- Expansion beyond retail into “commerce media”: Essentially, any business with rich consumer data (airlines, entertainment, financial services) may launch ad networks, blurring the lines of RMN. epsilon.com
- Connected TV (CTV) & in-store digital media growth: Retailers are deploying digital screens in stores and leveraging CTV inventory tied to shopper data. topsort.com
- AI/automation and measurement sophistication: The next wave will involve AI-driven optimisation, dynamic creative, real-time measurement and even predictive spend allocation within RMNs.
- Standardisation and transparency: As the ecosystem matures, there will be more demand for standard metrics, independent verification of results and clear reporting across RMNs. equativ.com
Staying ahead of these trends will help you continue to benefit from RMNs while others scramble to catch up.
12.Conclusion: Why Retail Media Networks Are the Future of Digital Marketing
As we’ve explored, Retail Media Networks (RMNs) are transforming the digital marketing ecosystem by turning retailers into powerful media players. For marketers, this shift solves several long-standing problems — from the loss of third-party cookies to inefficient ad spend — by unlocking first-party shopper data at scale.
RMNs let brands advertise where it matters most: at the digital point of purchase. This isn’t just theory — it’s measurable, trackable, and performance-driven. The case studies of Kroger Precision Marketing and Walgreens Advertising Group show that well-executed RMN strategies lead to tangible sales growth, efficient targeting, and better ROI.
For beginners, the takeaway is simple: RMNs give you a direct path to reach shoppers in the right mindset — ready to buy.
For experienced marketers, the takeaway is deeper: RMNs allow integration of commerce data, omnichannel activation, and closed-loop measurement — capabilities that few other channels offer today.
To harness the full potential of this billion-dollar frontier:
- Start small with one retailer network.
- Measure, optimise, and expand.
- Use data responsibly and transparently.
- And most importantly, align RMN campaigns with your broader marketing strategy.
🚀 In the coming years, every major retailer will be a media company — and every smart marketer will be a participant. Those who act now will have a competitive advantage that’s hard to catch up to later.
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If you want to know about Micro-Warehousing Trends: How E-Com Brands Are Using Local Storage to Ship Faster or AI Personalization vs Privacy: How Marketers Can Be Smart Without Being Creepy then click on it
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