True Image Tech review for Google & YouTube

We use Google & Youtube app to track data for Google Analytics 4, but it does not provide correct conversions and revenue. GA4 shows only about half the revenue of shopify sales. I can understand that the data of the two cannot be exactly the same, but the current data is too different, which proves that the data is abnormal and we cannot accept it. Is there a way to calibrate the data?