| Challenge | Why It Happens | Our Approach |
|---|---|---|
| Online vs In-Store Attribution | Retail ads drive both online conversions and in-store footfall. Standard tracking only captures online revenue. | Store visit conversion tracking and offline sales import to measure the full impact of paid campaigns. |
| Abu Dhabi Retail vs Dubai Competition | Dubai's larger retail market creates cross-market competition for Abu Dhabi shoppers seeking wider product selection. | Abu Dhabi convenience and local availability campaigns emphasising faster delivery and lower travel costs. |
| UAE National and Expat Consumer Mix | Abu Dhabi's higher proportion of Emirati nationals requires culturally calibrated retail ad creative. | Separate campaign structures for Emirati and expat demographics with culturally appropriate messaging. |
