The Cost of 6-Week-Old Performance Data
Quarterly reporting cycles made sense when pulling data required manual platform logins and manual export work. But the business cost is real: underperforming campaigns retain budget for an extra quarter, winning campaigns don't get shifted resources, and the shopper marketing team spends analyst time assembling reports instead of acting on them. With $4M in annual retail media spend, even a modest improvement in ROAS through faster reallocation compounds quickly.
Weekly Aggregation, Ranked Recommendations, Human Approval
A retail media performance agent connects to Walmart Connect and Amazon DSP and aggregates campaign data on a weekly cadence. It calculates ROAS by category, campaign type, and retailer, surfaces reallocation recommendations when campaign performance diverges from targets, and routes a weekly performance report to the shopper marketing team. No budget shift executes without human review and approval — the agent does the analysis and recommendation; your team makes the call.
Faster Decisions, Better Allocation, More from the Same Budget
This is primarily a revenue and growth story. The same total retail media budget, allocated faster and more accurately, should produce better ROAS outcomes across the portfolio. Teams in this position typically recover meaningful efficiency by catching underperforming campaigns within a week rather than a quarter. The manual reporting work involved drops by 65–85%, freeing analysts to focus on strategy and retailer relationships rather than data assembly. The agent is live and delivering weekly reports in about 3 weeks.
Does the agent actually change campaign budgets, or just recommend?
The agent generates reallocation recommendations only. No budget shift is executed until a human on your shopper marketing team reviews and approves the recommendation. The agent handles the analysis; your team controls the spend.
Can it break ROAS down by category and retailer simultaneously?
Yes. The agent calculates ROAS cuts by category, by campaign type, and by retailer independently, so you can see whether underperformance is category-specific, campaign-format-specific, or concentrated at one retail partner.