Catalog Photography for Collections, Not Just Products

One garment is a photo; a hundred garments are a workflow. CatalogX is built for the second problem — organized projects, bulk runs, consistent models and exports your ops team can actually use.

Shoot your collection — free →

The Problem

The hard part of catalog photography was never one good image — it's producing three hundred of them that match: same model, same lighting logic, same framing, filenames your inventory system recognizes, delivered before the season moves on. Studios solve this with production managers; most AI tools don't solve it at all, leaving you to generate one-offs and reorganize the mess by hand.

CatalogX treats the catalog as the unit of work. Upload a collection into a Project, run it in bulk on one model, and export a ZIP where every generated image keeps its original SKU filename next to a manifest.csv — the difference between an AI toy and a production tool.

How the CatalogX Workflow Works

1

Upload your garment photo

A flat-lay, hanger, mannequin or supplier photo all work. CatalogX measures the garment's proportions from your photo before generating anything — hem length, sleeve length, neckline — and anchors the result to those measurements.

2

Choose the model and scene

40+ AI models across skin tones and body types, 50+ backgrounds, pose control — or train a custom model so your whole catalog shares one consistent face.

3

Generate, with the output checked

Each render is reviewed against your original photo. The model is generated. Your product isn't — the garment's color, print and construction come from your pixels, not from a prompt's imagination.

4

Export for your channel

Download in marketplace-ready sizes, run a whole collection through Projects with original SKU filenames preserved and a manifest.csv, or automate everything over the API.

Before / After

Flat supplier photo of a kurti before CatalogXBefore — your photo
The same kurti on an AI model with neckline, sleeves and hem preservedAfter — CatalogX

A construction-heavy garment — neckline, sleeve and hem preserved. Catalogs live on this consistency, repeated across every SKU.

From a folder of photos to a finished catalog

The 100-SKU workflow: 1) upload the collection — supplier photos, flat-lays, whatever exists — into a Project; 2) pick one model (stock or custom) so the whole line reads as one shoot; 3) bulk-generate, with each garment measured and reviewed individually; 4) export a ZIP with original filenames preserved and a manifest.csv mapping input to output. Need front + walk + close-up per SKU? Ecommerce Pack runs inside the same project. Need it scripted? The whole flow is available over the API on Business plans.

What You Get

Projects

Named buckets per collection or client — generations stay organized, not in one endless feed.

Bulk generation

Queue a whole folder; each garment still gets individual measurement and review.

SKU-safe exports

Original filenames preserved, manifest.csv included, delivered as one ZIP.

Consistent model & scene

One model, one backdrop logic across the entire line — a catalog, not a collage.

Ecommerce Pack per SKU

Front, walking, close-up and white-background per product, in the same run.

API automation

Business+ plans drive the same pipeline programmatically for recurring drops.

Simple USD Pricing

Free

$0

5 credits on signup — no card

Starter

$9.99/mo

30 images/month

Pro

$19.99/mo

100 images/month

Business

$49.99/mo

300 images, 4K, API

Agency

$149.99/mo

1,000 images/month

One credit = one generated image. Every plan is also a one-time pack at the same price — no subscription required. Unused credits roll over. Commercial use and no watermarks on every plan, free included. Full pricing & plan comparison →

Honest Limitations

Output quality is anchored to your photo

A sharp, straight-on, full-length source photo produces a sharp result. If the hem is cropped out of your photo, the AI has to guess where it lands — so don't crop it.

Back views need a back photo

CatalogX will not invent the back of your garment. Upload a back photo and you get a real back view; without one, back poses stay unavailable by design.

It reproduces your product, it doesn't restyle it

CatalogX is built for accuracy, not fantasy: it won't redesign a garment, change its cut or 'improve' the print. If you want a different product, photograph a different product.

Review before you publish

Automated review catches most defects, but marketplaces hold you responsible for images matching what ships — give every image a human look before it goes live.

Frequently Asked Questions

Collections of 100+ SKUs are the workflow this was designed for — the practical limit is your credit balance (one credit per generated image; Business is 300/month at $49.99, Agency 1,000 at $149.99, both with rollover).

Yes. Exports preserve your original filenames and include a manifest.csv mapping each source photo to its generated images, so the catalog drops straight into your existing inventory tooling.

Yes — pick one stock model for the whole run, or train a custom house model. Same face, same build, every SKU, every season.

Every new account gets 5 free generations — no credit card. Paid plans are $9.99/month (Starter, 30 credits), $19.99/month (Pro, 100 credits), $49.99/month (Business, 300 credits with 4K output and API access) and $149.99/month (Agency, 1,000 credits). Each is also available as a one-time purchase at the same price, and one credit is one generated image. Commercial use is included on every plan, free included — no watermarks.

The model is generated. Your product isn't.

Upload one garment photo and see the result on your own product — 5 free generations, no card.

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Keep Exploring

Fashion catalog generator → AI product photography → Shopify fashion photography → CatalogX API documentation →