Advertising efficiency was highly favorable in late 2025 but recently cooled. Conversions initially outpaced minimal cost increases, highlighted by Shopping conversions surging roughly 35% in Q4 2025. However, efficiency declined by Q2 2026 as Search conversions dropped 20% alongside slight cost increases. Mobile consistently dominates both spend and conversions across all campaign types.
The 365-day trajectory reveals a predictable Q4 holiday spike, but cost accelerates sharper than conversions during the November/December peak. This indicates temporary ROI compression driven by aggressive holiday bidding and saturated auction density. Post-holiday, costs stabilize while conversions soften, reflecting a return to baseline efficiency.
The YoY bar charts complicate the high-level view by revealing massive efficiency gains in Standard Shopping. Shopping conversions surged (~30% YoY in Q3–Q1) against nearly flat cost growth (<4%). Conversely, Search efficiency deteriorated rapidly; by Q1/Q2, Search conversions plummeted ~20% YoY despite flat costs, signaling severe CPA inflation. Performance Max (PMax) showed modest conversion growth but experienced a notable cost spike in Q2 without a proportional conversion lift.
Mobile dominates acquisition efficiency. Across PMax and Shopping, mobile drives roughly 80% of conversions but consumes only ~65% of the cost. Desktop traffic is disproportionately expensive, likely due to higher CPCs or longer, multi-device research phases that ultimately culminate in mobile conversions via frictionless checkout options (e.g., Apple Pay, Shop Pay).