Platform attribution conflicts produce three different revenue figures
Google Ads reports revenue based on its attribution model. Meta reports revenue based on its attribution model. Shopify or your CRM reports actual transacted revenue. These three figures almost never agree — and they are each telling a technically different story about the same set of customers. Without a system that reconciles these sources, budget decisions are made by whoever's attribution model your team trusts most on any given week.