Most e-commerce teams that try to automate Pinterest publishing hit the same walls: rate limits on bulk uploads, silent failures on image processing, and no reliable way to confirm pins actually went live. This is a walkthrough of the pipeline that works — from product data extraction through pin creation to status confirmation.