GENLOOK FOR SWIMWEAR

Virtual try-on for swimwear.

Cut, coverage, neckline. Swimwear is the most personal fit decision in fashion. Genlook shows it on the shopper's own body before checkout, in the one category where returns hurt most.

Swimwear try-ons, generated.

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

One-piece swimsuitOne-piece swimsuit, original photo
One-piece swimsuit
Bikini topBikini top, original photo
Bikini top
Rash guardRash guard, original photo
Rash guard

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 swimwear

The most personal fit, the hardest return.

A high-cut leg or plunge neckline looks completely different depending on the wearer's proportions. When shoppers can't picture the coverage on themselves, they abandon the cart, or order three sizes in the one category where returns are a hygiene problem, not just a shipping cost.

· Swim tops every "hardest to buy online" list for women's fashion

· Returned swimwear often can't be resold, so the margin just leaves

· Genlook answers the coverage question before the order, not after

Rash guard
Bikini top
One-piece swimsuit
GENERATED
One-piece swimsuit

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

−24%

returns on try-on swim orders

+32%

conversion after a try-on

6.2s

from her photo to the suit

Cut-true

coverage where it will actually sit

03 · Every swim cut

From one-piece to cheeky, coverage reads true.

A high-waisted bottom isn't a tankini isn't a plunge. The engine renders each cut where it will actually sit.

BikinisOne-piecesBoard shortsRash guardsHigh-waisted
Plunge necklinesCheeky cutsTankinis+ yours

04 · What the engine gets right

Cut and coverage, rendered honestly.

Coverage reads true

High-waisted, cheeky, plunge: the cut renders where it will actually sit, so nobody is surprised at the beach.

Light and skin tone blend

The suit sits naturally against their skin tone and the lighting of their own photo. No sticker effect.

Every body, mapped

The suit follows the actual proportions in the photo, so cut and coverage look right on every shape.

Private by default

Swimwear runs on trust. Photos are encrypted, never used for training, and auto-deleted after 7 days.

One-piece, generated
One-piece, generated
Rash guard, generated
Rash guard, generated

05 · Where swimwear brands use it

Not just the product page.

Product pages

Coverage, cut, and neckline shown on the shopper's body before the multi-size hedge order.

Collection browsing

Bikini, one-piece, or tankini compared on themselves across the whole beach collection.

Seasonal launches

Send summer campaigns to try-on pages and cut the hygienic returns swim is famous for.

06 · In depth

The category least able to absorb returns.

45% of women say it's hard to find a swimsuit that fits right, and swim returns carry a problem other categories don't: hygiene rules mean a returned suit often can't be resold, so the margin leaves with the box. Cut and coverage also vary more from body to body than almost any other garment, which is why the multi-size hedge order is so common in swim.

Coverage shown on the shopper's own photo answers the question a chart can't, before the order is placed. Privacy matters more here than anywhere else: photos are encrypted, never used for training, and deleted after 7 days. The live demo shows how cuts render, and the ROI calculator estimates the impact on a summer's traffic.

Bikini top, generated
Bikini top, generated

07 · Swimwear, specifically

Asked by swimwear brands.

Does it work for both bikinis and one-pieces?

Yes. The engine handles two-pieces, one-pieces, board shorts, and rash guards.

How does the AI handle different body types?

The swimwear maps to the actual proportions of the shopper in their photo, so cut and coverage stay realistic on every body shape.

Are user photos secure?

Yes. Photos are encrypted, never used for training models, and automatically wiped from our servers after 7 days.

Does it replace a size chart?

No. Try-on shows cut and coverage on their proportions; the size chart still picks the size. Together they cut the multi-size hedge order.

What product photos work best?

The ones you already have: flat lay, ghost mannequin, or on-model shots on a clean background.

What does it cost?

The free plan includes 100 generations, enough to test the beach collection. 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 →

Sell the suit, not the guess.

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