ad copy

Why Most Generated Ad Copy Reads Generic — and What Changes When You Ground It in Real Reviews

After building Mavrtr's creative intelligence pipeline and shipping copy across hundreds of Shopify categories, one pattern keeps showing up: the difference between copy that converts and copy that doesn't isn't the model — it's what you feed it.