GENLOOK FOR INCLUSIVE FASHION

Virtual try-on for curve & plus-size fashion.

Your shoppers shouldn't have to imagine themselves into a size-2 photo. Genlook drapes your garments on their actual body, right on the product page. The most literal form of inclusive fashion there is.

Curve try-ons, generated.

Same shopper photo, four different pieces, each with the product photo it came from.

Wrap maxi dressWrap maxi dress, original photo
Wrap maxi dress
Hi-low blouseHi-low blouse, original photo
Hi-low blouse
Curve graphic teeCurve graphic tee, original photo
Curve graphic tee
Evening gownEvening gown, original photo
Evening gown

Trusted by 400+ fashion brands

★★★★★5.0on the Shopify App Store
Karl Lagerfeld
Fashion's Park
Sanaulla International
Monastery
Aspiga
Saltrock
Como 1907
Kelly Felder
ESSENTIA
G2000
GQSize
Daly Dress
Al Karim Fabrics
Gabos London
Bo-Star
Anthony's
CĖNC
SARA ELEMARY

02 · The problem with curve fashion online

A size-2 photo answers nothing for a size-18 shopper.

Curve shoppers do mental gymnastics on every product page, reverse-engineering how a dress shot on a straight-size model would fall across their bust, waist, and hips. Most give up before checkout, and the ones who don't often return the guess.

· The highest-loyalty demographic in fashion is also the worst served

· "Model wears size S" is a non-answer for most real bodies

· Genlook makes the shopper the model, on every product page

Curve graphic tee
Hi-low blouse
Wrap maxi dress
GENERATED
Wrap maxi dress

Swipe for the next piece, same body. Cards cycle on their own.

−24%

returns on try-on orders

+32%

conversion after a try-on

6.2s

from her photo to the look

Every body

drape mapped to real proportions

03 · Every curve piece

From graphic tee to gown, the drape holds.

A wrap dress isn't a hi-low blouse isn't a fitted gown. The engine drapes each across real proportions.

Wrap dressesMaxi dressesGraphic teesBlousesEvening gowns
Hi-low topsCurve-fit jeans+ yours

04 · What the engine gets right

Built for every body, not stretched to fit one.

True curve mapping

Fabric falls across bust, waist, and hips the way it would in a mirror: drape, not distortion.

Not an inflated render

The engine understands body topology instead of scaling up a straight-size result.

Inclusion you can see

Every shopper becomes their own model. No brand statement says 'this is for you' more clearly.

One catalog, every body

No shooting each piece on ten models. Your standard product photo maps to whoever is looking at it.

Wrap maxi, generated
Wrap maxi, generated
Hi-low blouse, generated
Hi-low blouse, generated

05 · Where curve brands use it

Not just the product page.

Product pages

Drape and fit shown on the shopper's own body, not extrapolated from a straight-size model.

Occasion pieces

Gowns and wrap dresses are high-stakes fit decisions. Proof on their own body closes them.

Email & campaigns

Inclusive campaigns land harder when the click ends on the shopper seeing themselves.

06 · In depth

The best-served shopper is the one shown herself.

69% of online shoppers struggle to get the right size first time, and 38% often return ill-fitting clothes. For curve shoppers the gap is wider, because the reference photo is usually a body several sizes away from theirs. Extended-size photoshoots help but multiply photography costs per piece.

Rendering the garment on each shopper's own photo sidesteps both problems: one set of catalog photos, and every shopper sees the drape on their own proportions. The live demo shows how the engine handles real bodies, and the ROI calculator estimates what fewer fit returns are worth on your traffic.

Evening gown, generated
Evening gown, generated

07 · Curve fashion, specifically

Asked by curve brands.

Does the AI realistically handle larger body types?

Yes. Genlook is trained on diverse body datasets and understands how fabric realistically stretches and drapes across different curves and proportions.

Do we need 3D models for this?

No. Genlook uses the 2D product photos already on your store. The AI handles the reconstruction automatically.

Is the customer's photo kept private?

Yes. All photos are encrypted, never used for AI training, and automatically deleted after 7 days.

Does it replace extended-size photoshoots?

It complements them. Your catalog photo maps to each shopper's own body, so every visitor sees the piece on themselves regardless of which model you shot it on.

Does it pick the right size for the shopper?

No. It shows drape and proportion on their body; pair it with a clear size chart for the size decision itself.

What does it cost?

The free plan includes 100 generations, enough to test your bestsellers. Paid plans scale with monthly volume, and shoppers who only browse cost you nothing.

Runs wherever you sell.

Shopify app →WooCommerce plugin →Try-On API for custom stores →

One engine, every storefront

Further reading

What is virtual try-on? →ROI calculator →

Make every shopper the model.

Free plan, 100 generations included. Works with the catalog photos you already have.