Scaling before Qatar-specific economics are established
Paid acquisition benchmarks from other GCC markets or global campaigns do not transfer to Qatar. Consumer behaviour in Qatar is shaped by a distinct demographic mix — a high proportion of expatriate professionals alongside Qatari nationals — that creates materially different audience segments within a single geographic market. Scaling without a Qatar-specific CPA baseline means operating on assumptions that may not reflect your actual acquisition economics.