From ghost mannequin to living model.

Convert ghost mannequin and invisible mannequin shots into lifelike on-model photos — every seam and texture preserved. Built for e-commerce catalogs at any scale.

On-model photo generated from a ghost mannequin shot of a tailored black outfit

Beyond the mannequin

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Ghost mannequin was the standard. On-model is the upgrade.

Invisible mannequin photography made catalogs fast — and lifeless. Shoppers convert when they see fit, drape, and styling on a real silhouette, not a hollow shape.

Genera converts your existing ghost mannequin library into lifelike on-model imagery: the same garments, the same accuracy, a living model in every frame.

10 min
from ghost mannequin shot to production-ready on-model photos.
$5–8
per SKU (Product Card): four PDP images and one marketing image.
100%
clothing replication — every seam, stitch, and texture preserved.
25+
global fashion brands already producing with Genera.

How it works

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  1. 01Mannequin uploadGhost and invisible mannequin shots from your studio.
  2. 02AI fashion modelThe mannequin’s fit guides the garment; you cast the face and body.
  3. 03Pose selectionPoses matched to your catalog style.
  4. 04Image generationLifelike on-model photos in minutes, seams and textures intact.
  5. 05QA & publishOne click to approve — content goes live.

Input → output

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Input — ghost mannequin shot
On-model PDP image generated from a ghost mannequin shot
Output — on-model PDP imagery

One model, every frame

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  • Sun silk dress on an AI model in an outdoor editorial scene

    Sun silk dress — outdoor editorial

  • The same AI model wearing a linen lounge set in a new scene

    Linen lounge set — same model, new scene

  • Oversized oxford shirt on the same AI model in a street scene

    Oversized oxford shirt — street scene

  • Archive look demonstrating consistent AI model casting

    Archive look — consistent casting

FAQs

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  • How does ghost mannequin to model work?

    Upload your ghost mannequin shot, pick an AI fashion model and poses — the platform generates lifelike on-model photos in about 10 minutes.

  • Can I batch-convert my existing mannequin archive?

    Yes — upload your entire ghost mannequin library at once: up to 5,000 SKUs per batch, no new photography needed.

  • What inputs work besides mannequin shots?

    Flat lays, sample photos, and tech packs — the platform turns any of them into on-model photography.

  • Ghost mannequin vs on-model — what converts better?

    On-model photos consistently lift PDP conversion — shoppers see fit, drape, and styling on a real silhouette instead of an invisible mannequin.

  • Is the content commercially safe to use?

    Every asset comes with clear IP ownership, legitimate AI fashion models, and GDPR and EU regulatory compliance.

  • How much does it cost?

    Up to $8 per SKU: four PDP images and one marketing image, production-ready in about 20 minutes. Plans start at $29 per month.

More use cases

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Start today

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Your production system is one step away

Small brands and solo creators can start on the platform right away. Running enterprise volume? Talk to us — we’ll tailor the rollout.

Open platform