A practical checkpoint for AI image drafts

One useful way to evaluate AI image tools is to separate ideation from approval. Start with one clear brief, create a few visual directions, then compare composition, subject consistency, and whether each image actually supports the intended landing page or campaign.

I am looking at Nano Banana 2 Lite (https://nanobanana2lite.tools/) as one option for this kind of fast, reviewable draft loop. The useful question is not whether the first output looks impressive, but whether the workflow makes it easier to choose a direction worth refining.

My short checklist is: keep the brief fixed, vary one constraint at a time, reject outputs that miss the intent, and only refine the strongest direction.

How do you keep image-generation experiments from turning into endless prompt iteration?

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A practical checkpoint for AI image drafts