The problem with a flat-lay
Unstitched is the default in Pakistani fashion. The customer buys three pieces — shirt, trouser and dupatta — and a tailor turns them into a suit weeks later. That means the product page shows folded cloth, and the shopper has to picture the neckline, the fall, the length and the drape entirely on her own.
If she can't picture it, she scrolls past. This is the single largest conversion problem in unstitched e-commerce, and it is not a photography-quality problem — a beautifully lit flat-lay of folded fabric is still a photograph of folded fabric.
The four options
| Approach | Cost | Time to listing | Shows the stitched garment? |
|---|---|---|---|
| Flat-lay of the unstitched cloth | Near zero | Same day | No |
| Stitch a sample, shoot it on a mannequin | Stitching + basic shoot | 1–2 weeks | One cut only |
| Stitch a sample, full model shoot | PKR 25k–80k session + PKR 5k–50k model | 2+ weeks | One cut only |
| AI on-model imagery from the fabric photo | Free during beta | Minutes | Every cut |
When each one is worth it
Flat-lay only
Still the right call for a fabric where the print is the entire proposition and your customer base is expert enough to read cloth — some heritage block-print and handloom buyers genuinely prefer to see the yardage. For mass-market lawn, it leaves money on the table.
Stitched sample on a mannequin
A real improvement over a flat-lay and cheaper than a model shoot. The catch is that you commit to one silhouette. If you sell the same fabric as an A-line, a straight kurta and a kurti with palazzos, the mannequin shows one of the three, and the other two stay imaginary.
Full model shoot
Still the best option — and the only option — for your hero pieces, campaign imagery, and anything with heavy embellishment where the surface detail is the product. The constraints are cost, and time: booking, styling, shooting and retouching runs to weeks, which is punishing when lawn volumes launch between February and May and the good drops sell out in days.
The other constraint is coverage. Most brands shoot the hero pieces properly and list everything else as flat-lays, so the long tail of the catalogue never gets the treatment that would sell it.
AI on-model imagery
Works from a photograph of the unstitched cloth, with no stitched sample required. Because there's no sample to commit to, you can show every cut you sell from a single upload — and every colourway of the design without dyeing one first. The trade-off is the embellishment limit covered below: it is not a replacement for photographing bridal formals.
The AI workflow, step by step
- Upload the fabric photo. The flat-lay you already shoot for the listing is usually enough. Print, border and colour are read directly off the cloth, so a sharp, evenly lit, colour-accurate photo of the fabric matters more than anything else in the process.
- Pick a house model and a cut. Choose the silhouette — A-line, straight kurta, angrakha, kurti with palazzos — with or without the dupatta draped.
- Generate the variants you sell. Same fabric, every cut. Same design, every colourway. This is where the approach pays for itself relative to a shoot, which gives you the one silhouette you stitched a sample for.
- Download and list. Images come back sized for your own store, Daraz, Instagram and your ad account.
One deliberate choice worth copying: pick one house model and use her across the catalogue. A catalogue where forty products are worn by forty different women looks like forty different brands. One model across every SKU makes the catalogue read as one brand, this season and next.
Which fabrics work
Works well today
- Printed lawn, cotton, khaddar and cambric
- Solid and block-printed fabric
- Light thread embroidery and printed borders
- A-line, straight, angrakha, kurti and palazzo cuts
- Dupatta drape, including chiffon and voile
- Recolouring a design into a new colourway
Still shoot it yourself
- Heavy zardozi, tilla and bridal formals
- Sheer organza and net where the weave is the product
- Mirror work, sequins and 3D embellishment
- Anything where an exact Pantone match drives the sale
- Campaign and editorial imagery with real art direction
The rule behind the split: flat visual information transfers reliably, and detail that sits above the surface of the cloth does not. A wrong shade costs you a return and a bad review, so it is worth more than a cheap image.
On disclosure
Label AI-generated product imagery as AI-generated. Shoppers are getting good at spotting it, regulators are moving toward requiring disclosure, and a brand that labels it first looks confident rather than caught. It works better as a badge than a secret.
Practically: a short line in the image caption or product description is enough. It does not need to be an apology.
Frequently asked questions
How do I show customers what unstitched lawn looks like stitched?
There are four options: a flat-lay of the unstitched cloth, which shows the fabric but not the garment; stitching a sample and shooting it on a mannequin, which shows one cut; a full model shoot with a stitched sample, which costs roughly PKR 25,000-80,000 for a session plus PKR 5,000-50,000 for a model and takes weeks; or AI on-model imagery generated from a photo of the unstitched fabric, which requires no sample and returns images in minutes.
Do I need to stitch a sample before photographing unstitched fabric?
Not with AI on-model imagery. A conventional photoshoot requires a stitched sample, which means you can only photograph the one silhouette you committed to. Generating from a photo of the unstitched cloth lets you show every cut you sell — A-line, straight kurta, angrakha, kurti with palazzos — and every colourway of the design, without stitching or dyeing a sample first.
What kind of fabric photo do I need to upload?
The flat-lay you already shoot for your listing is usually enough. Because print, border and colour are read directly off the cloth, a sharp, evenly lit and colour-accurate photograph of the fabric is the single most important input to the quality of the result.
Should I tell customers that product images are AI-generated?
Yes. Shoppers are increasingly able to spot AI imagery, regulators are moving toward requiring disclosure, and a brand that labels it first looks confident rather than caught. A short line in the image caption or product description is sufficient.
Which fabrics should I still photograph with a real camera?
Heavy zardozi, tilla work and bridal formals; sheer organza and net where the transparency of the weave is the product; mirror work, sequins and three-dimensional embellishment; anything where an exact Pantone colour match drives the sale; and campaign or editorial imagery that needs real art direction.