Creative automation3 min read
What is ad fatigue and how do you fix it?
Ad fatigue is what happens when the same ad is shown to the same people again and again, so CTR falls and cost rises.
Blog
Product intelligence4 min read
Why is CTR low on my dynamic product ads?
On dynamic product ads, CTR usually drops because of a plain image, an outdated price or the wrong product being shown.
Creative automation4 min read
How do I customize my product images on Meta?
To customize product images on Meta, turn the photo in your feed into an ad design that carries your brand, then apply it to the whole feed.
Product intelligence4 min read
My Meta ads are not paying off. What should I do?
When Meta ads underperform, the cause is rarely the budget. It is usually the ad creative and the quality of your product feed.
Creative automation1 min read
From Feed to Creative: Scaling Product Ads Without Losing the Brand
Templates, not designers, scale product advertising. How placement constraints, feed-field bindings, and render-time validation keep automated creative on-brand.
Feed optimization1 min read
Why Product Feed Quality Decides Your Ad Performance
Product ads inherit the quality of the feed behind them. What the Google and Meta specs actually require, where feeds quietly fail, and the habits that keep them healthy.
