Consistency is crucial when pushing data into the data layer, especially during different stages of the e-commerce funnel. It's essential to follow Google's recommended formats and ensure that enhanced e-commerce is enabled in Google Analytics before setting it up in Google Tag Manager. Overlooking these details can lead to significant tracking issues.