€0.40 per message. Almost every conversation is a sale.
A home products company selling through Cash-on-Delivery: kitchen appliances, pressure washers, speakers, air fryers, shower systems. Customer sees ad → sends a message → operator confirms → product ships. Different market than the West — no personas, no research phase. Just creative, speed, and 292 tested campaigns.

Customer sees ad → sends a message → operator confirms the order → product ships COD. Almost every message is a sale. No complicated funnels. No 30-day consideration period. No abandoned carts to retarget. See it, want it, message, done.
Moldova is not France. You don't spend weeks building customer avatars and mapping persona journeys. You know your people. You test fast. What works: strong product creatives, clear pricing, and relentless optimization. The audience responds to what they see — not what you say about it.
Creative is the strategy
- 01
Product creative production
Video creatives showing the product in action. Clear product presentations with pricing. Unboxing. Problem-solution angles. Every product gets multiple creative variations — different hooks, different formats, different reasons to buy.
- 02
Creative testing at velocity
292 campaigns over the partnership. Each product launch gets multiple angles tested simultaneously. First 3 seconds of the video determine everything. We tested dozens of hooks per product until data told us what works.
- 03
Audience testing
A pressure washer sells to homeowners with a yard. An air fryer sells to families. A Bluetooth speaker sells to young adults. We segmented and tested until we found where cost per message dropped lowest.
- 04
Optimization for best performers
Kill losers fast. Scale winners immediately. No attachment to 'brilliant ideas.' Only numbers. The best campaigns run at €0.40 per messaging conversation. When you find that — you pour fuel on it.
Before AI / After AI
- 01
Before AI
Every customer message needed a human response. 'How much?' 'What colors?' 'Is it in stock?' Operators handled hundreds of conversations daily. Response time varied. Missed messages meant missed sales. Scaling meant hiring more operators.
- 02
After AI configuration
Meta AI handles the conversation. Product information, pricing, availability, sizing — all automated. The customer gets an instant response at any hour. The operator steps in for one thing only: confirming the order and shipping details. Same sales volume. A fraction of the manual work.
Sorted by volume
292 total campaigns across the account. These are the top 12 by volume. €0.40–€0.45 per messaging conversation in a market where almost every conversation converts to an order. That's not a lead. That's a customer. The margin on a single product sale covers the ad cost 10–50x over.
No research. No personas. Just creative and speed.
This case study is the opposite of our Western European work. No customer avatar documents. No competitor ad library analysis. No funnel architecture blueprints. The Moldova COD market doesn't need that.
What it needs: product videos that sell in 3 seconds, clear pricing, testing speed (292 campaigns launched-tested-killed-scaled constantly), and platform mastery — knowing when to use messaging objectives, how to optimize for conversations, how to scale without breaking CPR.
Different market, different approach. Same discipline: let data decide, not ego.
All metrics from Meta Ads Manager (screenshot, sorted by top results). 292 campaigns. Best cost per messaging conversation: €0.40. Client name withheld by agreement.