What EcomGen actually does

Built like a production studio,
not a photo filter.

Every feature below exists because a real fashion shoot needs it — not because it was easy to add.

Core capabilities

Casting

A model library, not a one-off generation

Build or generate a model once, save it, and reuse the exact same person across every collection and every season — instead of getting a slightly different face every time you ask for a photo.

SKU Intelligence

Upload your garments the way you already shoot them

Front, back, side, and detail images per SKU, plus optional accessories. No special photography setup required — flat-lay or ghost-mannequin shots work best.

Four Output Modes

Marketplace, Creative, Campaign, or Social

Strict clean-catalog shots for marketplace listings. Open, styled shots for creative catalog use. Full editorial campaigns for season and festive launches. Social-ready content for Instagram, TikTok, and Facebook.

Anchor Chaining

One signature shot, every other shot built from it

Instead of generating each photo independently and hoping they match, EcomGen generates one anchor frame from your real photos, then builds every other angle from that same frame — so the model, the garment, and the styling stay consistent across the whole set.

Quality Inspector

Automatic quality check on single-image generation

Each generated image is compared back against your garment and model reference photos. A clear mismatch — wrong color, wrong print, wrong person — triggers an automatic retry (up to 3 attempts) before you see the result. It is a best-effort check, so always review your final images.

Video

Photos and a campaign video from the same upload

Generate a short fashion video from your signature shot alongside your photo set, or skip video entirely when you only need stills.

Platform Guidelines

Built around real marketplace requirements

Lighting, background, props, and shot-type guidance for the platforms you actually sell on — saved at the brand level so every campaign for that platform stays compliant.

Location & Direction

Studio, real-world locations, or your own description

Choose a preset backdrop, let the season pick one automatically, or describe the exact shoot you want in your own words.

See it work on your own collection.

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