Operator-level writing on net profit, COGS, shipping cost and ad measurement — without the ROAS theatre.
The pixel loads on checkout/onepage/success, Magento has the order, but attribution stays empty. Usually the thank-you page never exposes an order id the pixel can read — especially on guest checkout and non-English locales.
ROAS tells you how much revenue came back per euro of ad spend. POAS tells you how much profit did. For Magento merchants with real COGS, only one of them should drive budget decisions.
Uploading Magento order revenue to Google Ads optimizes for the wrong objective. How profit-valued click conversions change bidding for Magento merchants.
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