Listing images
Assembling the complete asset set a single listing needs, with its designed slides.
AI product catalog production. Built to scale across every SKU.
Turn a product library into a repeatable AI production system. Generate product imagery, lifestyle scenes, channel adaptations and localised variants across tens or hundreds of SKUs without rebuilding the process for every item. The hard part of a catalogue was never the first product — it was the ninety-ninth.
Start from the product libraryThe SKUs and references you already have.
Build the setup onceOne approved look, saved as a production setup.
Run it across the catalogueRows are products, columns are what changes.
What is AI catalog production?
A production system for more than one product.
AI product catalog production is the process of applying one repeatable creative setup across a large number of products or SKUs. It is a different job from photographing a single item well, and the difference shows up at scale: a process that works beautifully for one product and falls apart at forty is not a catalogue process.
Product photos
Making one product look right. The scene, the light, the shot. One item at a time.
Catalog production
Applying an approved production logic across hundreds of products at once. This page.
Output types
What you can produce at catalog scale.
Six families of output, all generated from the same product library and the same approved creative direction.
Studio product images
Clean, consistent packshots across the whole range, shot to the same rules.
Lifestyle visuals
Products placed into controlled environments, scenes and use contexts.
Marketplace assets
Channel-ready formats for ecommerce platforms and marketplace galleries.
Social and paid media assets
Catalogue products turned into campaign-ready creative for feeds and ads.
Localised versions
Market-specific references, products, people and language inputs.
Seasonal refreshes
New backgrounds, styling and direction without reshooting the catalogue.
One catalog. Every asset your products need.
A single SKU rarely needs a single image. It needs a packshot, a lifestyle scene, three crops, a market version and a seasonal update — and then that number is multiplied by the size of the range.
Bring the products you already have.
Use products already in the Mujo Asset Library, upload new catalogue assets, or start from a production setup you have used before. The library is what makes the second catalogue cheaper than the first — nothing has to be found, re-uploaded or re-described.
✓Product packshots
✓Product references
✓SKU identifiers
✓Brand assets
✓The approved visual direction
Define the look once. Reuse it across the catalog.
Set the creative direction, references, lighting, camera, background, aspect ratio and production logic a single time, then apply it to product after product. Everything in a catalogue depends on this step being done properly — which is the argument for spending a day on it rather than an hour.
Creative ControlsCamera, lighting, composition and style as saved settings.
ReferencesThe product and the look the whole run is measured against.
Node EditorThe production logic, built once as a workflow you run again.
Saved prompts and workflowsThe setup that produced an approved result, kept.
Rows are products. Columns are production variables.
Run an approved setup across multiple SKUs, formats, markets and product variants from one table. The table is also the reason a catalogue run is reviewable: you can see what is done, what is running and what failed, instead of opening two hundred files to find out. Generation jobs consume credits, so a large run is worth planning as a run.
✓Product and SKU
✓Market and language
✓Background and colour
✓Format and model
✓Status per row
Consistency
Scale the volume without losing the visual system.
This is where catalogue projects usually fail. Not on quality — on drift: forty products shot to one standard and sixty to another, discovered three weeks later on a category page. Reusing the same production rules is what prevents it, with controlled row-level exceptions where an individual SKU genuinely needs different treatment. Check generated packaging, labels and fine text against the real product before anything goes live.
Global defaults
The rules the whole catalogue inherits: direction, references, format, look.
Row-level overrides
The one SKU that needs a different background does not break the system.
Approved references
The same source material behind every product in the range.
Review as a set
Judge the catalogue the way a customer sees it — as a grid, not as files.
Create once. Adapt everywhere.
Keep the core production setup and adapt the output for each placement and its requirements. Every channel wants a different crop of the same truth, and producing them separately is how a catalogue ends up looking like four catalogues.
Product pagesThe PDP image set a buyer scrolls through.
Marketplace galleriesChannel-specific requirements and crops.
Square, vertical and feed ratios1:1, 4:5 and 9:16 from the same production setup.
Paid social and displayCampaign placements built off catalogue assets.
Email and CRMLifecycle sends that use the same product imagery.
Localisation at catalog scale
One catalog. Multiple markets.
Generate market-specific versions using different language inputs, references, people, product variants and formats — as rows in the same run rather than as a separate project per region. One caveat worth stating plainly: text rendered inside an image should be checked by someone who reads that language before it ships. Treat in-image text as something to verify, not something to trust.
Market
Different regions get different references, settings and product variants.
Language
Language-specific inputs per row rather than one global assumption.
People
Casting that fits the market the assets are actually running in.
Product variant
The SKU, packaging or size that is sold in that particular market.
Every output stays connected to the source product.
Inputs and generated outputs stay organised in the Asset Library with their production context. This sounds like housekeeping and is actually the whole difference between a catalogue you can refresh next season and a folder of images nobody can trace back to a SKU.
✓The source product
✓The generated output
✓The setup behind it
✓Market and format
Two different jobs
Product photos vs catalog production: what's the difference?
They use the same tools and are not the same work. If you have one product, the first page is the one you want. If you have two hundred, the problem is no longer photography — it is process.
Go to AI product photosProduct photos
- The unit of work is one product
- Success is one image that looks right
- The question is what should this product look like
- Decisions are made per shot
- Read the product photos page for this job
Catalog production
- The unit of work is the whole range
- Success is a hundred images that belong together
- The question is what rule should every product follow
- Decisions are made once and applied
- This page
Built for catalog volume
Solo when the catalog is small. Collaborative when production grows.
Start with one operator and add teammates without changing the production system underneath. Confirm which roles, review steps and usage controls are available on your current plan and release.
Explore Team WorkspaceShared workspace
Products, setups and outputs in one place instead of on four desktops.
Roles and access
Who can run production, who can edit the setup, who can only view.
Reviews and approvals
Sign-off on the direction before a hundred rows run against it.
Usage controls
Visibility over what is being generated and by whom.
Continue in Mujo
A catalog is never just the catalog.
The same products and setups that fill the product pages also feed the campaign, the paid creative and the seasonal refresh. That is the argument for one production system rather than four.
See all use casesAI product photos
The single-product job: turning one reference shot into studio, lifestyle and campaign scenes.
AI photoshoots
When the catalogue needs people in it: cast, styling, location and full creative direction.
Creative variations
Versions of an approved creative across people, formats and markets.
Campaign creatives
Where the catalogue meets the campaign: concepts, key visuals and rollout.
Bulk Production
The table this whole page runs on — rows, variables, status.
Prompt Library
Product photography prompt packs, each shown with the result it produced.
FAQ
Frequently asked questions
What is AI product catalog production?
It is the process of applying one approved creative setup across a large number of products or SKUs, so an entire catalogue is produced to the same visual rules rather than item by item.
How is this different from AI product photography?
Product photography is about making one product look right. Catalogue production is about making two hundred look like they belong to the same brand. Same tools, different unit of work.
Can Mujo generate images for hundreds of SKUs?
Bulk Production is built for running an approved setup across many product rows. Generation consumes credits, so plan a large catalogue run as a run — and review a sample before committing the whole range to it.
Can I keep the same style across an entire product catalog?
Yes — that is the point of building the setup once. Reuse the same references, creative controls and production logic across products, then review the outputs as a set rather than individually.
Can different products use different models or settings?
Global defaults apply to the whole run, with row-level changes where a particular SKU needs different treatment. Available models and supported controls vary by workflow.
Can I localize catalog content for different markets?
Market-specific references, product variants, people and language inputs can be set per row. Text rendered inside an image should always be checked by someone who reads that language before publication.
Can I generate multiple formats from the same production setup?
Yes. Square, vertical and feed ratios and channel-specific versions can be produced from the same setup rather than rebuilt per placement.
Can my team review and approve catalog outputs in Mujo?
A shared workspace brings products, setups and outputs together with the available roles, review features and usage controls. Confirm what is available on your current plan and release.
Turn your catalog into a production system.
Build the setup once, connect your product library and produce every version your catalogue needs — across SKUs, channels, markets and seasons.