The Predictable Growth Stages of Retail Media Networks
Retail and commerce media networks rarely fail because demand disappears.
More often, they stall because they’re built for one stage of growth, and the business evolves faster than the organization does.
Over the years, I’ve seen this same pattern repeat—first with traditional publishers, and now very clearly with retail media networks. Growth doesn’t happen smoothly. It happens in jumps, followed by predictable bottlenecks. Each stage requires different capabilities, different decisions, and different tradeoffs.
While this framework is grounded in retail media, the same dynamics show up in other fast-growing publisher businesses—CTV, gaming, marketplaces, and beyond.
Below is a practical view of the five predictable stages of growth that most retail media networks move through, and what actually matters at each stage.
Stage 1: Launch
From Zero to Ads
This stage is about going from nothing to having ads live on your site and sold into the market. It’s when advertising becomes a real companion business to the core retail or commerce operation.
In theory, this can be done entirely through programmatic connections. In practice, most successful retail media networks invest early in a sales team with a strong sales leader, supported by just enough engineering to get ad placements live and delivering.
At this stage:
- The focus is on sales and ad product
- Ads are typically sold as sponsorships, flat fees, or CPM-based packages
- Early advertisers are almost always existing partners (often called endemic advertisers)
The biggest challenges are simple but critical:
- Convincing partners to try something new
- Proving that advertising on your properties delivers value
The foundational decisions that matter most here are:
- Hiring the right sales and product/engineering talent
- Choosing ad formats that are viewable and scalable
- Selecting a tech stack that can grow with the business
- Creating a clear, credible rate card that defines ad products—not just ad units
You don’t need a formal pricing or yield team yet, but you do need someone with experience making the right early pricing and product decisions. Getting these wrong creates long-term drag.
Stage 2: Validate
Proving You Belong
This is the first year of operating as a real ad business. Campaigns are live, partners are testing, and everything still feels new.
Typically:
- A small number of advertisers are running meaningful campaigns
- Processes feel manual and ad hoc
- Each campaign feels like it’s being built from scratch
The key challenge in this stage is expectations. Advertisers begin to expect reporting, measurement, and execution quality comparable to other media partners.
What matters most here is operations:
- Ads need to launch cleanly
- They need to render correctly
- They need to deliver as promised
You still don’t need a dedicated yield management team, but you do need experienced operators who know how to run campaigns reliably and respond to advertiser questions with confidence.
Stage 3: Optimize
Making It Work
By year one or two, the business starts to feel sustainable—but fragile.
Revenue may still be driven by experimentation or innovation budgets rather than repeatable spend. Advertisers are interested, but they haven’t fully committed. Feedback becomes more pointed, especially around performance, viewability, and ROI.
This stage is about turning activity into repeatability.
Key priorities include:
- Improving reporting and insights
- Optimizing ad placements and formats
- Introducing deal approval processes
- Tightening operational discipline
At this point, organizations begin performing many yield-management functions—even if they don’t formally call them that:
- Business reporting
- Deal and rate card approvals
- Inventory forecasting
These responsibilities are often split across Ad Ops, Finance, and Product. Whether you form a dedicated yield team or not, what matters most is clarity of ownership.
Stage 4: Expand
Hitting the Growth Ceiling
Successful retail media networks eventually hit the limits of their owned and operated inventory—especially premium placements that advertisers value most.
The core question becomes: Where does the next dollar of growth come from?
This stage introduces more complex tradeoffs:
- New geographies
- New ad formats
- Non-endemic advertisers
- New ad products such as bundles or audience extension
- Margin management
- Partnerships with other publishers or retail media networks
- Increased use of programmatic channels like PMPs
These decisions don’t fit neatly into Sales or Finance. They require an independent perspective that can weigh tradeoffs across the business.
At this point, most organizations benefit from a dedicated pricing and yield function, even if it starts small.
Stage 5: Scale with Data
Taking Control
This stage is about complexity—and control.
Organizations begin using data and technology in ways that not everyone who helped launch the business fully understands. The focus shifts to owning priorities, maximizing data assets, and managing cross-channel tradeoffs.
Typical initiatives include:
- Exploring proprietary ad-serving or deeper control of ad priorities
- Selling or activating data through targeting and clean rooms
- More advanced yield techniques, including dynamic floor management
These capabilities add power, but they also add risk. Without clear roles, governance, and discipline, things fall through the cracks.
At this stage, a pricing and yield team isn’t optional. Whether formally structured or not, the business needs a group responsible for managing complexity and ensuring decisions align across products and channels.
The Core Lesson
The most important takeaway is simple:
You need to understand what stage you’re in today—and what will break next.
Retail media networks that plan ahead for the next stage make better decisions earlier, avoid unnecessary re-platforming, and scale more cleanly.
These are exactly the kinds of challenges I work through with teams building and scaling retail and commerce media businesses.