Full Answer
ROAS (Return on Ad Spend) is calculated by individual ad platforms — Meta, Google, TikTok — each using their own attribution model. Because ad blockers affect 42.7% of users and iOS privacy restrictions degrade browser-based tracking, platforms routinely claim credit for conversions they did not drive. The result is attribution overlap: one sale counted by three platforms, inflating every channel's reported ROAS simultaneously.
Marketing Efficiency Ratio solves this by anchoring to WooCommerce revenue, which ad blockers cannot touch. The formula: Total WooCommerce Revenue divided by Total Marketing Spend. No attribution windows. No modelling. No platform self-reporting. Just what you actually sold divided by what you actually spent.
The median MER for DTC brands in 2025 was 4 — $4 in revenue per $1 of marketing spend (Triple Whale, 2025). Brands that measured MER alongside ROAS found platforms overclaiming attribution by 40-60%. A declining MER week-over-week is a reliable warning signal regardless of what platform dashboards show. Server-side tracking with tools like the Transmute Engine improves channel-level data for optimising spend within the MER framework, without distorting the top-line number.