The end-to-end planning, execution, optimization, and measurement of paid advertising campaigns across retail media networks (RMNs) like Amazon Ads, Walmart Connect, Instacart Ads, Roundel, and Criteo Retail Media to drive product sales, market share, and customer acquisition at the point of purchase.
This skill is highly valued because it directly influences a brand's sales velocity and market share on the largest ecommerce platforms, enabling precise attribution of ad spend to revenue. It impacts business outcomes by capturing high-intent shoppers at the bottom of the funnel, making it one of the most measurable and ROI-positive forms of digital advertising.
1Careers
1Categories
9.1 Avg Demand
25%
Avg AI Risk
How to Learn Retail media network campaign management (Amazon Ads, Walmart Connect, Instacart Ads, Roundel, Criteo Retail Media)
1. Master the fundamental campaign structures and ad product types across major RMNs (e.g., Sponsored Products, Sponsored Brands, Onsite Display on Amazon; Search & In-Feed on Walmart). 2. Understand core metrics: TACoS (Total Advertising Cost of Sale), ROAS, CPC, CTR, and the concept of 'retail readiness' (product page quality, reviews, inventory). 3. Build the habit of daily bid and budget monitoring, starting with single-SKU campaigns to understand direct cause-and-effect.
Move from theory to practice by managing multi-SKU portfolios. Focus on: 1. Implementing structured campaign architectures (auto-to-manual harvesting, brand vs. non-brand segmentation). 2. Diagnosing performance drops using the 'Retail Media Diagnostic Framework' (Check: Inventory, Pricing, Content, Competitor Activity, Platform Changes). 3. Common mistake to avoid: Over-reliance on auto campaigns without negative keyword harvesting, leading to wasted spend.
Master the skill by architecting integrated, full-funnel strategies across multiple RMNs. Focus on: 1. Developing and executing a unified measurement framework (e.g., using Marketing Mix Modeling or cross-platform attribution tools) to assess the incremental value of each RMN. 2. Strategically allocating budgets based on customer lifetime value (CLV) and category growth dynamics. 3. Leading cross-functional alignment between sales, supply chain, and marketing to ensure 'retail readiness' at scale.
Practice Projects
Beginner
Project
Amazon Sponsored Products Single-ASIN Launch
Scenario
You are launching a single, new kitchen gadget (ASIN B0XYZ) on Amazon. The goal is to achieve first-page visibility for 5-7 high-volume, relevant keywords within 30 days, while maintaining a target ACOS under 30%.
How to Execute
1. Research and select 10-15 core keywords using Amazon Brand Analytics and competitor reverse-ASIN lookup. 2. Set up two campaigns: one 'Auto' campaign for discovery and one 'Manual' campaign with the selected keywords. Set daily budgets to $50 each. 3. Run the Auto campaign for 1 week. Download the Search Term Report, identify converting search terms, and add them as exact-match keywords to the Manual campaign. Add non-converting, high-spend terms as negative exact keywords. 4. Monitor Manual campaign daily, adjusting bids based on keyword performance to hit ACOS target.
Intermediate
Case Study/Exercise
Multi-Platform Budget Reallocation Under Pressure
Scenario
A consumer packaged goods (CPG) brand's top-performing SKU is out of stock on Amazon for 2 weeks due to a supply chain issue. You manage $50k/month in retail media spend across Amazon, Walmart Connect, and Instacart. The brand manager demands you prevent total sales loss. How do you immediately adjust your strategy?
How to Execute
1. Immediately pause all Amazon Ads campaigns for the out-of-stock SKU to preserve ACOS and organic ranking. 2. Shift a significant portion of the paused budget (e.g., 70%) to Walmart Connect and Instacart, focusing on conquesting campaigns targeting competitor ASINs and promoting in-stock alternatives or complementary products. 3. On Instacart, increase bids and budgets for 'Search' ads for the brand's other in-stock products to capture share-of-stomach during high grocery shopping intent. 4. Communicate the revised plan and projected sales lift from alternative channels to the brand manager, defining clear KPIs for the stopgap period.
Advanced
Project
Unified RMN Measurement Model & Budget Optimization
Scenario
As the Head of Retail Media, you are tasked with presenting the Board with a clear view of the true incremental return on ad spend (iROAS) from each retail media network (Amazon, Walmart, Roundel, Criteo) for your top 10 brands, and reallocating a $2M quarterly budget accordingly.
How to Execute
1. Aggregate platform-reported sales and ad spend data. Use an external data clean room or a third-party incrementality testing partner (like Measured or Rockerbox) to run holdout tests on each platform for a statistically significant period. 2. Calculate the incremental sales lift for each RMN and compute the iROAS (Incremental Revenue / Ad Spend). Compare this to platform-reported ROAS to identify over/under-reporting. 3. Model budget scenarios using a 'Constrained Optimization' approach, factoring in marginal ROAS curves, supply chain constraints, and strategic brand growth goals. 4. Present a data-driven recommendation: e.g., 'Shift 15% of budget from Amazon (iROAS 3.5) to Roundel (iROAS 5.2) for our Cereal category to drive incremental growth in Target.'
Use native platform consoles for direct campaign management and troubleshooting. Use third-party tools like Kenshoo or Pacvue for automated bidding, bulk operations, and cross-platform reporting at scale. Use Stackline for deep sales and share-of-voice analytics to inform strategy.
Mental Models & Frameworks
Retail Media Diagnostic FrameworkFull-Funnel Retail Media Strategy (Awareness -> Consideration -> Conversion)TACoS-Driven Growth ModelMarginal ROAS Budget Allocation
Apply the Diagnostic Framework to systematically troubleshoot performance issues. Structure campaigns using the Full-Funnel model to allocate spend to upper-funnel (Sponsored Brands, Display) and lower-funnel (Sponsored Products) tactics. Use TACoS as the north-star metric for balancing ad spend with organic sales growth. Use Marginal ROAS analysis to determine the point of diminishing returns on each platform and allocate the next dollar most efficiently.
Use AMC for advanced path-to-purchase analysis and audience insights beyond the Amazon walled garden. Regularly download and analyze raw search term and placement reports for keyword harvesting and bid optimization. Employ MMM for strategic, long-term assessment of media channel contribution including retail media's impact on offline sales.
Interview Questions
Answer Strategy
The candidate must demonstrate a structured, phased approach. Use the 'Launch, Harvest, Expand' framework. Sample Answer: 'I would execute in three phases. First, in the Launch phase (Days 1-30), I would set up exact-match campaigns for the top 10 high-intent keywords identified via Brand Analytics and competitor ASIN targeting, coupled with an auto campaign for discovery. Second, in the Harvest phase (Days 31-60), I would mine search term reports to identify converting queries for new campaigns and implement negative keywording aggressively. Finally, in the Expand phase (Days 61-90), I would layer in Sponsored Brands and Sponsored Display for consideration, and use the 'Target ROAS' bidding strategy on converting keywords to scale profitably, while monitoring TACoS as the primary success metric.'
Answer Strategy
Tests diagnostic ability and systematic thinking. Sample Answer: 'On Amazon, our flagship product's ACOS spiked by 40% in one week. I applied a diagnostic checklist: 1. External factors: Checked inventory levels - we were still in stock. 2. Competitive landscape: Used a tool like Pacvue to see if competitors had increased bids. 3. Internal campaign data: Pull the Search Term Report and saw a surge in non-converting broad-match terms. The root cause was an algorithm change that matched our ads to irrelevant queries. I immediately added those terms as negative exact keywords, tightened match types, and implemented a new bid automation rule. Performance recovered within 10 days.'
Careers That Require Retail media network campaign management (Amazon Ads, Walmart Connect, Instacart Ads, Roundel, Criteo Retail Media)