How Museify works
From one photo of your bestseller to a test you can run with ads — and a one-page brief for your factory once a style wins. Here is what happens at each step.
YOUR PHOTO3 variants × 3 ad sizes, named for your ad sets
A · Your bestseller4:5 · Feed
B · Sage9:16 · Reels · TikTok
C · Ditsy floral1:1 · ShopifyReal outputs from one flat-lay photo. Test photos are concept images — swap in real ones once you make the winner.
- 1 photoof your bestseller is all we need
- 1 changeper variant — everything else is locked
- 3 ad sizes1:1, 4:5 and 9:16, each made at its size
- 1 modelthe same person, pose and light in every image
Everything a style test needs, on one model
From one photo of your bestseller to an ad test you can trust — and the spec sheet once a variant wins.
AYour bestsellerBaseline
BSageNew colour
CDitsy floralNew patternSame model. Same light. One change.
Most AI photo tools give you a new model, a new pose and a new background every time. In an ad test you then can’t tell whether the colour won or the photo did. Museify keeps everything you locked identical, so the click-through you see is about the style.
- One change per variant: a colour, a pattern, an occasion or one detail
- Up to six variants — your bestseller is always A
- Changes that need a sample are marked
One photo in. A test kit out.
YOUR PHOTOFrom winning ad to factory, on one page
Mark the variant that won. Get a one-page spec sheet with what changed, the colour code and fabric notes — enough to brief your maker, not a tech pack.


- BASE
- Your bestseller · midi slip dress
- CHANGE
- Colour only — sage green
- COLOUR
- #A8B89A · check with your fabric mill
- FABRIC
- Seersucker cotton, fine vertical stripes
- KEEP
- Smocked bodice, straps, A-line skirt, length
Test new styles without misleading buyers
- CONCEPTConcept images, labelledYour kit says these are concept photos. Once you make the winner, swap in real ones — we remind you.
- YOUR RIGHTSYour photos, your productYou confirm the product is yours. We never edit the person in your photo; new images use our AI models.
- AI TAGAI marked where it mattersFiles carry the AI-generated tag Google Shopping asks merchants to keep, plus disclosure wording for each platform.
- SHIP DATESelling before you make itPre-order copy with a real ship date, so a test doesn’t turn into refunds.
Questions sellers ask
No. One clear product photo of your bestseller is enough — on a model, flat lay, mannequin or hanger.
We keep what you lock — cut, fabric, length. Variants that change construction (a new neckline, a new length) are marked as concepts that need a sample.
Yes, for testing. Follow each platform’s rules on AI images and on selling before you make something; your test kit includes disclosure wording and pre-order copy.
Upload products you own the rights to — you confirm that before a test starts. Another brand’s photo can guide the mood of an idea, but we won’t make close copies of it.
Video is on paid plans: a 9:16 clip from any variant’s photo — a 4-second quick move, or an 8-second turn-around through front, sides and back. You see the credits before anything is made. Free is photos only. See Pricing for what each plan includes.
Start from an idea instead: describe the piece or pick a trend, we draw four concept photos, and the one you pick runs through the same test.
Test your next style this week.
Upload one photo of your bestseller and see the new styles on a model in minutes. Free to start.
Start a test — freeNo bestseller yet? Start from an idea →