Apparel is the most competitive creative category on Meta, which makes it the best one to study: when everyone is running ads, the ones that keep running are the ones that beat everything else in the auction. This collection is the apparel slice of our live library, ranked by engagement score and days running.
It is also our deepest vertical, tens of thousands of ads across basics, streetwear, athleisure, occasionwear, and accessories, so the examples here rotate as new winners emerge from the corpus.
The sustained winners are worn, moving, and specific: try-on videos and fit checks beat mannequin or flat-lay photography, fabric-in-motion close-ups justify price points, and one-product ads beat collection montages. Problem-led angles ("jeans that do not gap at the waist") sustain far longer runs than aesthetic-led ones, and UGC-style creator footage continues to out-run studio production across price tiers.