Production

AI Catalog Image Generator

Raw source photos become one finished, consistent set of catalog images, including lifestyle shots and variants.

Gaps in a catalog show: a product with one awkward angle, colors you sell but never photographed, no lifestyle image to show it in use. This build turns your raw source photos into one finished, consistent set of hero shots, lifestyle scenes and variants. Every image shares the same lighting and style, and you approve the variant list before anything is made.

  • Color and size variants without a separate shoot for each
  • Hero, lifestyle and variant images that read as one shoot
  • A complete catalog set from the photos you already have
$4,800 20–30 working days Optional maintenance $249/mo
A coin, a dial and a plain card scattered on a desk, standing for a finished, sorted image set.

What it is

AI Catalog Image Generator turns a batch of raw source photos into one finished, consistent set of catalog images, hero shots, lifestyle scenes and color or size variants, all sharing the same lighting and style so the catalog reads as a single shoot.

Why businesses buy it

A full catalog photoshoot means studio time, samples of every variant and a long retouching queue. Skipping it leaves listings that look incomplete, and shoppers hesitate when they cannot see the color they want. This build produces the full set from your existing photos, with every variant matched to what you actually sell. The Scope Card sets the formats, the style and the destination before you order, so you know what the finished set will contain and there is no open-ended creative brief.

Problems this solves

The catalog looks pieced together from many different shoots

The generator turns a batch of raw source photos into one consistent set. Every image shares the same lighting and style, so the catalog reads as a single shoot.

Color and size variants have no photos of their own

Variant images are produced from your source photos, showing each color or size option. Shoppers can see the option they want instead of guessing from one picture.

Hero shots and lifestyle scenes need separate, costly shoots

Hero shots and lifestyle scenes come from the same batch of source photos. You get both types of image without planning and paying for two separate productions.

Launching a new range stalls while images are prepared

A whole batch of source photos goes through one pipeline and arrives at one destination. The finished set is reviewed together, so a range can launch complete.

Scope card SKU UPM-C0296

AI Catalog Image Generator

Everything this build includes, written down before you pay. Choose how you want it, own the code or license it yearly, then the delivery speed and any add-ons.

$4,800 one-time build price
1. Choose how you want it: own it, license it, or a custom build

Own it: the full code, in your accounts

License it yearly: we host and run it

Custom build: changed to fit you, on a written quote

Need more than this Scope Card: other systems, more channels, your own process or a different scope? Tell us in writing and we reply with a fixed written quote. You can own the result or license it.

Request a custom quote

Delivery times are in working days (Monday to Friday) and start once your intake is complete. They can extend because of national or public holidays, technical issues outside our control (such as platform outages, third-party changes, account approvals or access delays), or natural disasters and other events beyond our control. If a delay happens, we tell you in writing with a new date.

Own it: the full code, in your accounts

  • The full source code, setup and documentation, delivered into accounts in your name
  • The code and work are yours once the order is paid in full
  • 30 days of post-launch support, then optional maintenance
  • Hosting and infrastructure are yours to run

License it yearly: we host and run it

  • Upmark Labs hosts, runs, monitors and updates it for you
  • Same scope and limits as the Scope Card, plus 2 change hours a month
  • Your data and settings stay yours, exportable at any time
  • Renews each year from go-live; stop at renewal and we export your data

Custom build: changed to fit you, on a written quote

  • Built to your exact requirements, beyond this Scope Card
  • Fixed price, deliverables and timeline agreed in writing before work starts
  • Own the code or license it yearly, whichever suits you
  • The same bring-your-own-key rule for AI, phone and tool costs

Every option is bring-your-own-key: AI model usage, phone numbers, WhatsApp, email and every other third-party tool run on your own accounts and keys, billed to you directly by each provider. Upmark Labs does not pay, resell or mark up those costs. Own it or license it: how each works

2. Add extras if you need them (optional)

Add-on prices follow the delivery speed you choose.

What is included

Channel
Output delivered to 1 destination (CMS, drive, store or inbox)
Integrations
Up to 1 destination system
Knowledge
Your brand profile + up to 20 reference examples
Workflows
1 generation pipeline with up to 3 output formats
Languages
1
Testing
25 sample outputs reviewed and approved by you
Revisions
2 rounds
Handoff
Written handover report
Support
30 days after launch

A good fit if

You have raw or partial product photography and need a complete, finished set built from it, once.
Your catalog needs color or size variant images that were never actually photographed separately.
You want lifestyle-style images alongside plain product shots, without booking a second photoshoot.
Consistency across the finished set matters: the same lighting, background style and crop on every image.

Not the right fit if

You only need the background behind photos you already have replaced, nothing else. See AI Product Background Generator, a narrower build for that one step.
You need new product photos processed automatically as they're added, on an ongoing basis, not a one-time set. See AI Product Image Pipeline, our flagship image build.
You mainly need creative sized for paid ad campaigns rather than catalog listings. See AI Ad Creative Generator.
You need more than twenty reference examples or more than three output formats. Add a note at checkout, or use our Custom AI enquiry form for that scope.

How it works

  1. Source photos are supplied. Raw shots of each product, even a single angle, are dropped into the one destination we agree.
  2. The full set is planned. Hero shots, a lifestyle scene, and the color or size variants you need are defined together as one consistent set per product.
  3. The set is generated in one pass. Every image in the set shares the same lighting, background style and crop, so the catalog reads as one shoot rather than mismatched edits.
  4. Variants are produced to match your real product options, generated from the reference photos rather than requiring a separate shoot for each color or size.
  5. A quality check runs before release, flagging any image in the set that doesn't match the agreed style.
  6. The complete finished set is delivered to your destination, ready to publish across your catalog.

What you provide within 72 hours

Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.

  • Raw source photos of the products you want a finished catalog set built from.
  • Your brand guidelines and example creatives showing the style you want the set to match.
  • The color or size variants each product actually comes in, so generated variants stay accurate.
  • The channel sizes and volumes you need the finished set delivered in.
  • The name of the person who approves the finished set before launch.
  • Admin access and API keys for every connected system, shared by adding our team as a user or creating a key you control, never by email.
  • Your business information (company basics, hours and brand voice), shared during intake, and one decision-maker who can approve outputs.
  • An API key for your own AI model account (for example OpenAI or Google Gemini), created for this build with a spending limit.
The 72-hour rule. Send everything on your checklist, including access, within 72 hours of ordering so your build starts on time.

Timeline

Start Intake verified, set plan and destination agreed.
Weeks 1–2 Hero, lifestyle and variant images built against your source photos and style references.
Week 3 Destination system connected and the three output formats configured.
Weeks 3–4 Twenty-five sample images generated and sent to you for review.
Week 4 Your review and two rounds of changes to the set.
Go-live Live, handover report sent, support starts.
Delivery options, in working days (Monday to Friday) from completed intake. They can extend because of national or public holidays, technical issues outside our control (such as platform outages, third-party changes, account approvals or access delays), or natural disasters and other events beyond our control. If a delay happens, we tell you in writing with a new date.
OptionDelivery timePrice
Standard20–30 working days$4,800
Express15–25 working days$5,650
Rush10–20 working days$6,500

What you receive at handover

  • A catalog image pipeline producing hero shots, lifestyle scenes and color or size variants
  • Shared lighting and style rules set from your brand profile and reference examples
  • Up to three output formats delivered to one destination
  • A test report on sample images you reviewed and approved
  • An admin guide and a written handover report
  • 30 days of post-launch support

Expected benefits and how to measure them

  • The catalog can look like one professional shoot.
  • Every variant can have its own image.
  • New ranges can launch with a complete image set.
Listings with full image sets
Count products with hero, lifestyle and variant images in your store admin, month by month.
Wrong color or size returns
Compare returns citing color or size mistakes in your returns data, before and after.
Product page conversion
Compare conversion before and after new images in your store analytics.

Before you start: Count listings that lack variant or lifestyle images today. Note return reasons linked to color or size mistakes.

These are things to track, not promised results. Outcomes depend on your data, your team and your market.

Running costs

The build price is one-time. Running it is paid in your own accounts, mostly AI image-generation usage: roughly $20 to $150 a month, depending on how large the finished set is and how often you refresh it. A single catalog refresh sits toward the lower end.

AI usage during the build and testing is also billed to your accounts, so you keep ownership of every provider relationship. Nothing runs through us.

Ask about running costs

Custom requirements

If you need more than twenty reference examples, more than three output formats, or a second destination for the finished set, add a 'Custom requirements' note at checkout. You get a written Change Quote, and that work only starts once you accept it. Larger or bespoke projects use the Custom AI request form instead.

Request a custom version

Keep it running

Monthly maintenance covers monitoring, fixes, model and platform updates, a monthly health report and monthly hours for changes such as new variants or a style refresh as your catalog changes. It starts after the thirty days of support, bills monthly, and can be cancelled any month.

$249/mo (the minimum fee, includes 2 change hours)

Optional. Starts after the post-launch support period. Cancel any month.

How maintenance works

How this compares

Do it yourself with a SaaS toolHire a custom agencyUpmark Labs
Price A bulk image generator charges per image credit, adding up fast for a full catalog A photo studio quotes per shoot day, plus variant reshoots Ours is one fixed price, shown on this page before you buy
Variants A bulk generator needs you to prompt each variant separately A studio charges extra to reshoot each color or size Ours generates variants from the reference photos you provide
Delivery A bulk generator is instant but needs heavy manual review for consistency A studio's turnaround depends on booking and reshoots Ours has a fixed delivery time shown before you buy, with faster options
Consistency A bulk generator's results vary image to image without careful prompting A studio's lighting can shift across reshoots Ours delivers one set sharing the same lighting and style

Questions about this product

How is AI Catalog Image Generator different from AI Product Background Generator?

AI Product Background Generator only replaces the setting behind photos you already have. AI Catalog Image Generator builds a complete new set from raw source photos: hero shots, a lifestyle scene, and the color or size variants each product comes in. Choose this build when your catalog is missing images, not just better backgrounds. Each product's price is shown on its own page.

Can AI Catalog Image Generator create variant images we never photographed?

Yes. Color and size variants are generated from your reference photos and the real options each product comes in, so you get a complete set without booking a separate shoot for every variant. You confirm the variant list during intake so the output matches what you actually sell.

Is AI Catalog Image Generator a one-time project or an ongoing service?

It's a one-time project: you get one finished, consistent set of catalog images from your source photos. If you need new products processed the same way on an ongoing basis as they're added, AI Product Image Pipeline, is built for that continuous work instead.

How much does AI Catalog Image Generator cost to run each month?

Image generation is billed by your own AI provider, usually $20 to $150 a month depending on how large the set is and how often you refresh it. Nothing is charged by us per image. The build itself is a one-time price, shown with each delivery speed in the panel on this page.

What source photos does AI Catalog Image Generator need to start?

Raw shots of each product, even a single angle per item, are enough to start. The clearer and more complete your source photos, the more accurately the generated hero shots, lifestyle scenes and variants will match the real product on shelf.

What do I need to provide before AI Catalog Image Generator starts?

Raw source photos, your brand guidelines and style references, and the real color or size variants each product comes in. Account access to your destination is shared by adding our team as a user or creating a key you control, never by email, with one approver signing off the finished set.

Can I get a second set later if our catalog grows?

Yes. A refreshed or expanded set for new products is available as an additional project, or ongoing changes to the existing set fit inside the monthly change hours that come with maintenance. Those hours suit new variants or a style refresh. For the new products, you share raw source photos and the variants each one comes in.

Who owns the images AI Catalog Image Generator produces?

You do. The finished set belongs to you outright once delivered, generated inside your own connected accounts, so there is no image library, no licensing fee and no infrastructure to migrate if you change providers or platforms later. You keep full rights to reuse, edit or republish it anywhere, with no ongoing fee tied to the file itself.

Stop shipping a catalog with mismatched, half-finished photos.

Order AI Catalog Image Generator and it goes live on a fixed delivery date, turning raw photos into one finished, consistent set.

Works well with

One jar shown on white, on oak and on a dark tile beside a loupe, showing product images checked for accuracy.
Production

AI Product Photo Pack

100 finished product images for 25 products: white-background packshots, lifestyle scenes and social crops, each checked by a person for product accuracy.

From $1,925 Delivery in 7–17 working days
A paper envelope, image frame and box arranged as a cut-paper collage, standing for one brief becoming a full creative set.
Production

AI Campaign Creative System

Produces a full campaign's creative set from one brief.

From $7,600 · License $2,700 first year Delivery in 20–30 working days
A dial gauge, brass scale and tally counter arranged in a diagonal stack, standing for a checked, batched creative system.
Production

AI Ecommerce Creative System

Combines product, lifestyle and ad imagery into one creative system.

License $5,700 first year Delivery in 20–30 working days