Structured input in, reviewable thumbnails out, with the campaign ID still attached.
A thumbnail is a still that has to work at postage-stamp size in a feed. Making one is easy. Making four hundred that stay on brand is a rendering problem, not a design problem.
You want twenty variants and you have time for three. So you ship three, one of them does fine, and you never find out whether variant eleven would have done twice as well. The bottleneck is not creative ability; it is that each variant costs the same twenty minutes as the last one.
Headline, source image, brand elements, optional callout, campaign ID. The renderer turns that into an image and hands back a file URL for review or publishing. Keeping the campaign ID in the payload matters more than it looks: without it you end up with four hundred files and no way to tie a winner back to the test that produced it.
This is the failure that survives review, because it only appears on some variants. A headline two words longer than the template expects will either overflow, shrink to unreadable, or push the logo off the safe area. Validate text length at input rather than catching it in the rendered image, and set a hard character ceiling per layout.
Automatic cropping defaults to the middle of the image, which is wrong whenever the subject is not in the middle. Define a focal point per source image and crop around it. Feed and vertical placements then get separate exports from the same input instead of one compromise that suits neither.
Brand styles can be locked in the template. Whether a specific photo reads at thumbnail size cannot. Before a batch goes live, view the exports at actual feed size rather than full screen, because that is the only size that tells you whether the headline is legible and the subject is recognisable.
Structured input in, reviewable thumbnails out, campaign ID attached.
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Structured input in, reviewable thumbnails out, campaign ID attached.
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