Does the AI handle different dress silhouettes correctly?

Yes. Photta is fine-tuned on apparel-specific data including dress sub-types: A-line, bodycon, fit-and-flare, sheath, maxi, mini, ball gown. Each renders with the correct silhouette physics on the shopper's body.

How long is the dress data shopper photo kept?

Shopper photos delete within one hour of upload. The generated try-on image (with the dress) deletes within 24 hours. Nothing is shared, sold, or used to train models. GDPR + CCPA compliant.

Will it work for plus-size dress catalogs?

Yes. The AI is trained across body sizes and shapes from XS to 4X+. There is no 'standard model' bias. Plus-size DTC dress brands often see the largest conversion lift because their shoppers historically had the worst try-on alternatives.

What about unusual designs like asymmetric hems or convertible dresses?

The AI handles unusual cuts well — asymmetric, high-low, convertible, transformable. The renderer works from your product photos, so anything visible in the product photography reproduces in the try-on.

Can this replace size charts?

It complements size charts, not replaces. Photta solves the silhouette and styling question; size charts solve the dimension question. We recommend keeping both — and most brands see size-chart clicks drop because shoppers feel more confident from the visual try-on.

How is conversion ROI measured?

Photta tracks per-product try-on counts and the conversion rate of try-on viewers vs. non-try-on viewers on the same product. The dashboard shows the dollar uplift. A typical dress brand sees ROI within 30 days.

For dress retailers

The virtual try-on widget for online dress shops

Photta lets shoppers preview your dresses on their own body shape — bodycon, A-line, maxi, mini, special occasion. Closes the silhouette confidence gap that drives dress returns.

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Dresses have the highest return rates in apparel

Dress return rates routinely exceed 35% — higher than any other apparel category. Reason: silhouette is everything in a dress, and a flat product photo can't show how a fit-and-flare or bodycon will sit on a specific body shape. Photta closes that gap by generating a photorealistic preview on the shopper's own image before they commit.

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Silhouette-aware AI
Photta's AI understands how an A-line drapes vs. how a bodycon clings. The shopper sees the actual silhouette, not a generic photo overlay.
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Occasion targeting
Wedding guest, prom, party, work, casual — Photta renders the dress in the right context. Shoppers visualize the outfit's social fit, not just the garment.
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Cuts dress returns 30%+
Photta cohort data shows dress-specific return rates drop from ~35% to ~24% within 90 days. Higher gain than any other apparel sub-category.
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Body-shape inclusive
The AI works across body shapes, ethnicities, and sizes (XS through 4X+). No 'standard model' bias — every shopper sees themselves.

Backed by dress-category numbers

35%+: Avg dress return rate(NRF, 2024)
−32%: Photta cohort dress return reduction
+24%: Conversion lift on dresses $80+
29: Languages supported

How shoppers experience Photta on a dress page

1
Tap 'See it on me'
Photta's button sits on your dress product page. The shopper opens it, snaps a full-length photo (or uploads one).
2
AI renders the dress
About 10 seconds later: the shopper sees herself wearing the dress. The cut, length, and drape match the actual product.
3
Add the right size to cart
From the try-on result, she picks her size with confidence and adds to cart. Conversion lift is highest on $80+ dresses.

Dress retailer use cases

👰

Bridal stores

Bridal e-commerce uses Photta to let brides preview wedding dresses before booking a fitting. Cuts no-show fitting appointments and helps brides shortlist confidently.

🎉

Occasion-wear DTC

Special occasion DTC brands (prom, gala, holiday party) win the conversion when shoppers can see themselves in the look. Highest conversion lift category we've measured.

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Special-occasion rental

Dress rental services use Photta to help renters pick from limited-slot inventory faster. Try-on accuracy reduces 'wrong dress arrived' complaints.

Built for dress shopping

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Drape physics

AI renders fabric physics correctly: how a chiffon flows vs. how a satin sits vs. how a knit clings to the body.

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Length-aware

Mini, midi, maxi — the AI shows the correct hem length on the shopper's actual proportions.

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Color and pattern accurate

Florals, prints, and color blocking render true to the product photo. Shoppers see the actual print scale on their body.

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Privacy by design

Photos delete in under one hour. GDPR + CCPA compliant. Especially important for full-body photo workflows.

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Per-style conversion analytics

See which dresses lift conversion most. Use the data to inform what to merchandise on the homepage.

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Mobile-first

Most dress shoppers buy on mobile. The try-on flow takes three taps from upload to add-to-cart.

Dress retailer FAQ

: Yes. Photta is fine-tuned on apparel-specific data including dress sub-types: A-line, bodycon, fit-and-flare, sheath, maxi, mini, ball gown. Each renders with the correct silhouette physics on the shopper's body.

Pricing for dress retailers

Three tiers from $49/mo. 14-day free trial, no credit card required.

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Stop losing dress orders to fit anxiety

Add Photta to your dress catalog. 30 seconds to install, 14 days free.

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