Shopify Social Ads Automation

I want a hands-off workflow that takes fresh products from my Shopify store, turns them into eye-catching creatives with an image generator such as Gemini, and then publishes 3–5 ads every day to Instagram, TikTok and Facebook.

Here is how I picture it working: the script or app pulls a random product via the Shopify API, feeds the main image to Gemini (or a comparable generator) for a quick upgrade, and couples the new visual with copy that I can edit on the fly. Captions, hashtags and the product link must all be easy for me to tweak before or after scheduling so I can A/B test messaging and drive visitors straight to the product page.

Core expectations
• Full integration with Shopify plus the official Instagram, TikTok and Facebook posting endpoints
• Automated random-product selection and scheduling for 3–5 daily posts (adjustable)
• Editable fields for text captions, hashtags, images and the embedded shop link
• Simple dashboard, Google Sheet or JSON file where I can pause, reschedule or overwrite any individual ad
• Clean, well-commented code (Python, Node or comparable) and deployment instructions so I can host it myself

My primary metric is increased sales, so tracking UTM tags or pixel events in the posts will be important. Once delivered, I should be able to flip a switch, watch the ads roll out automatically, and step in only when I want to refine the creative.