CPG brands don't ask their agency for a media plan first anymore.
They ask AI which retail network to trust.
When a CPG brand asks AI to recommend a retail media network for European grocery campaigns, the shortlist is built before a single agency brief is written. Ahold Delhaize's Retail Business Services had the first-party data, the reach, and the loyalty depth. AI wasn't saying so.
"AI doesn't have to recommend your competitors to cost you the deal. It just has to not recommend you. For a retail media network competing for CPG budgets, that omission is revenue walking out the door."
Retail Business Services wasn't losing on capability.
It was losing because AI-assisted media planning tools consistently placed Walmart Connect, Kroger, and Amazon DSP before CPG brands ever evaluated Ahold's network — despite Ahold's superior European first-party grocery data.
A Revenue Exposure, Not a Marketing Issue
When CPG brand partners' media agencies use AI to generate allocation recommendations, omission from those outputs means budget flows to competitors before the conversation begins.
US-centric AI Training Data
AI models were trained predominantly on US retail media content. Ahold Delhaize's European network — despite its scale — had far weaker AI-readable signals than Walmart Connect and Kroger.
B2B Positioning Gap
Ahold's public content addressed end consumers, not CPG brands as buyers. AI had no structured signals to recommend RBS when a media director searched for "best retail media network for FMCG campaigns."
Competitive Disadvantage Compounding
Each AI-influenced media plan that excluded RBS was a compounding miss. CPG budget cycles are annual. Losing the shortlist means losing the year — not just the query.
Understanding the CPG Media Buyer's AI Journey
We mapped the exact queries a CPG media director or agency strategist runs when evaluating retail media networks — weeks before any RFP, when they're building the internal shortlist that shapes the entire budget allocation.
"Best retail media networks for FMCG brands in Europe."
"Walmart Connect vs European grocery retail media — which has better first-party data?"
"Which retail media network has the strongest grocery loyalty data for CPG targeting?"
"Top retail media networks for grocery campaigns in Netherlands and Belgium."
"How to allocate retail media budget across grocery networks in 2024."
AI Share of Voice Shift
16% of AI retail media recommendation share shifted from US-dominated incumbents to Ahold Delhaize's Retail Business Services — a complete repositioning of the network's AI authority in European grocery media.
Before Engagement
After Optimization
Business Impact & Revenue Opportunity
+96%
Inbound CPG Inquiries
$12M
Pipeline Influenced
+16pp
Budget Allocation Share
−28 days
Sales Cycle to RFP
+380%
Third-party AI Citations
19 Journeys
Top 3 AI Appearances
$680K/yr
Equivalent Paid Media Value
68%
AI Recommendation Rate
CPG budget cycles are annual.
Losing the AI shortlist means losing the year.
Every recommendation your business earns is one your competitor doesn't.