Marketplaces

From one SKU to ten thousand, one consistent look.

Marketplaces live and die on catalog scale and consistency. Piktor puts every listing on a model through one API — so a thousand sellers can ship photography that finally looks like it belongs on the same platform.

Marketplaces — On-model
Marketplaces — Flat lay
Flat layOn-model
Outcomes

What it changes for you

Cut costs

On-model at ~$0.20 an image — about 98% under a $45 studio shot — turns model photography from a seller cost barrier into a platform-wide default.

Launch faster

Onboard a new seller's entire catalog in minutes. Under 15 seconds an image scales from 1 listing to 10,000 without adding a single studio day.

Convert more

Listings with on-model imagery convert better. Standardize it across the marketplace and lift the whole funnel, not just your top sellers.

Stay on-brand

Enforce one house look across every seller — same framing, background and quality bar — so the catalog reads as one platform, not a thousand phone cameras.

Workflow

How it fits your workflow

Wire Piktor into your catalog pipeline once and every new listing inherits on-model imagery automatically.

  1. Connect the API

    Point your catalog ingestion at the Piktor API — send a product image URL, get an on-model render back.

  2. Set the house standard

    Define the models, backgrounds and framing every listing must meet. One spec, applied platform-wide.

  3. Generate in bulk

    Batch entire seller catalogs — 1 to 10,000 SKUs — in a single run, each image under 15 seconds.

  4. Ship feed-ready exports

    Get clean, uniformly cropped 4K files that drop straight into your listing feeds and CDNs.

Proof

Numbers to take to the team

1 → 10,000
SKUs per batch
<15s
Per on-model image
~98%
Lower cost per image
4K
Feed-ready exports
We turned on-model imagery from a seller-by-seller scramble into a platform standard — new catalogs onboard in minutes and every listing looks like it belongs.

Catalog Operations Lead · multi-brand marketplace

Capabilities

Built to fit your stack

Everything a catalog pipeline needs to make on-model the default at scale.

Bulk generation

Queue thousands of SKUs in one job and pull results as they finish — no manual, image-by-image work.

REST API & webhooks

Send a product image, receive an on-model render — built to sit inside your ingestion pipeline.

House-look enforcement

Lock models, background and framing so every seller ships to the same visual standard.

Feed-ready exports

Uniform crops and 4K clean masks that map straight onto your listing feeds and CDN.

Predictable per-image cost

Flat, volume-friendly pricing from ~$0.20 an image — easy to model across millions of listings.

Full commercial rights

Every generated image is licensed for the platform and its sellers — no releases or royalties.

FAQ

Questions, answered

Can it really handle catalog-scale volume?

Yes — batches run from a single SKU to 10,000 in one job, each image rendering in under 15 seconds. It's designed for marketplace-scale ingestion, not one-off edits.

Is there an API?

There is. Send a product image URL and receive an on-model render, with webhooks for large batches. It's built to live inside your catalog pipeline.

How do we keep a thousand sellers looking consistent?

Define one house look — models, background, framing, quality bar — and apply it to every listing regardless of which seller uploaded the product. The catalog reads as one platform.

What formats do exports come in?

Uniformly cropped 4K images with clean masks, ready to map onto your listing feeds and serve from your CDN.

How does pricing work at scale?

Per-image pricing starts around $0.20 and is built for volume, so cost stays predictable whether you generate thousands or millions of listings.

Make on-model the platform default.

Talk to us about API volume, or start free with 10 images today.