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.









Trusted by 400+ fashion brands
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



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.
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.


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.

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.