Judging finished pages is far easier than specifying one. Each run gives you multiple complete directions built from your own content, so the work becomes choosing.
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The hardest thing about commissioning a design is that you're asked to specify something you'd recognise but can't describe. Generating options inverts that: you react rather than specify.
Recognition beats specification
Almost everyone can look at three versions of their homepage and say which is best. Almost nobody can write a brief that produces the best one first time.
That asymmetry is the whole argument for a generator that produces multiple complete directions rather than one considered attempt. You are being asked the question you can answer.
Variants on your content, not a template gallery
Comparing template screenshots tells you little, because your content is not the content in the screenshot. Long product names, three pricing tiers instead of four, a testimonial that runs to sixty words — these break layouts that looked fine in a gallery.
Generating each direction from your real page means the comparison already accounts for that.
Converge rather than reroll
Once one direction is clearly closest, stop generating. The visual editor handles specific corrections; the AI editor takes instructions for structural ones.
Regenerating repeatedly in the hope of a perfect result is the most common way to waste time with a tool like this. Two or three directions, then editing, is the efficient path.
Common questions
How many variants should I generate?
Enough to see genuinely different directions — usually one run. After that, editing the closest one converges faster than generating more.
Can I mix parts of different variants?
Yes. The exports are plain markup, so taking the hero from one and the pricing section from another is straightforward.
Do variants include a dark theme?
Yes, a dark treatment is included in each run alongside the light ones.
What if none of them work?
Say what's wrong to the AI editor rather than regenerating blind — a specific correction usually gets there faster than another random direction.
Run it once, look at the set, and pick the one you'd defend.