Craft Quality
01
Definition
Craft quality is the execution standard of an ad creative: light, color, retouch, typography, and finish. It is scored last among the craft dimensions for a reason: craft cannot rescue an ad that fails at attention or product focus, but weak craft quietly discounts everything a premium brand charges for.
02
What craft quality means in your creative
Craft reads in the details a buyer never consciously lists: whether light flatters the fabric, whether retouch is invisible or waxy, whether type sits with intention or defaults, whether the export survived compression. The reference point matters: craft is judged against the strongest performing creative in the category, not against the average of the feed.
03
Why craft matters for fashion and luxury ads
Premium pricing is a promise of standards, and the ad is the first place a buyer tests it. Craft failures in fashion are expensive precisely because the audience is trained to see them: a banding gradient or crunchy export on a luxury ad contradicts the price point in one glance. Craft is also the cheapest dimension to fix, which makes leaving it weak indefensible.
04
How Veicolo scores craft quality
The Performance Creative Report scores casting and asset fit for every creative, with evidence naming the specific casting and styling cues observed. Across a set, it also reads consistency: whether the ads share one world or fragment into several, which is often the difference between a Strong set and a Moderate one.
05
Frequently Asked Questions
Does craft quality actually affect performance?
Directly less than attention or product focus, and indirectly a great deal: craft sets the price the audience believes. Weak craft under a premium price creates doubt the metrics later record.
What are the most common craft failures in paid social?
Compression damage from wrong exports, default typography, over-retouch, and light that flattens the garment. All fixable without a reshoot.
What benchmark is my craft judged against?
The strongest fashion creative in market, because that is what your ad sits next to in the feed. Average is not the standard; the feed's best is.
