Dynamic Catalog Factory automatically restyles your catalog for Meta & TikTok — with live discount, scarcity, rating, and currency overlays. Every image below was made by the real engine.
Get it on the Shopify App Store See setup guideAdvantage+ and TikTok catalog ads pull your plain, white-background photos. The factory turns them into branded creatives — automatically.

Switch styles and every product ad regenerates instantly. Same sneaker, five looks.





The overlays react to your real catalog data — no manual editing.
Compare-at savings render as a bold badge on the creative.
Low inventory shows an "Only X Left" badge; the feed reflects real availability.
Pulls product ratings from your reviews app and overlays them.
Shows each shopper your store's real currency, automatically.
Different products, different templates — all generated by the engine.
Install and click Sync. Your products are pulled in and creatives are generated.
Choose any of five templates — every ad restyles in one click.
The app outputs one XML feed URL containing all your generated ads.
Add the feed once. Your ads then stay in sync as your catalog changes.
https://your-app.../feeds/your-store.myshopify.com/meta.xml