Product Visuals Generator

On-brand product visuals, reviewed before they go anywhere.

Start from one product image, apply a saved style preset, and approve or reject every generated result — with the source and guidance behind each image kept on record.

Product Visuals Generator keeps everything a product-image batch needs in one place. The Product Catalog holds your source images with an optional name, color, and details; Image Presets pair written style guidance with reusable Visual References; and Generation History keeps every batch together with the exact source and preset it ran with.

Starting a batch is one set of choices: pick one active catalog image, one or more presets, how many variations you want, and standard or high quality. The workspace copies the source and preset into the batch before generating, so editing a preset later never changes what an old batch shows. If a single image fails, the failure is recorded on that result — the rest of the batch keeps its finished work.

Review happens image by image. Approve or reject each completed result, or requeue one for another attempt without touching its neighbors. Archiving a catalog image takes it out of new batches while keeping its record and history, and your reference library stays separate from generated results.

• Image studio

  Start every batch from a source you can trace

  A new batch starts from one active catalog image and the presets you choose. The workspace copies the source photo, product details, and each preset's guidance and references into the batch itself, so history always shows exactly what generation used — even after you edit the preset. Each batch runs at standard or high quality.

• Review and history

  Review each image, not the whole batch

  A batch lists every result by preset and variation, with progress at a glance. Mark completed images approved or rejected as you go. If one image misses, requeue just that result — it clears, regenerates, and lands back in the same batch while the finished results stay untouched.

• Visual references

  Reuse the visual direction that already works

  Visual References is its own library, separate from batch output. Upload reference photos or generate them from a text description, then attach completed references to any preset. Archiving a reference hides it from new selections without silently pulling it out of presets that already use it.

• Runs your way

  Change the workflow by asking

  Product Visuals Generator is a Luo workspace, not a fixed tool. The core flow stays simple — catalog, preset, batch, review — and when your process needs something different, ask the assistant to change how the workspace works, from the fields on your catalog to the review flow itself.

1. 1

   Catalog

   add the product image a batch will start from, with its context.

2. 2

   Configure

   save style guidance and visual references as a reusable preset.

3. 3

   Generate

   run a batch of variations at your chosen count and quality.

4. 4

   Review

   approve, reject, or requeue each result on its own.

• Product marketer preparing a launch“The launch needs the mug on white, in a lifestyle scene, and in three seasonal looks — and every one is a separate round trip.”
• The person who got good at prompting“Our product images come out of a chat window. The prompt that finally worked is somewhere in my history, and the approved one is in a Slack thread.”
• Founder doing marketing solo“I can get one good AI image of the product. Getting the same look again next month is the hard part.”

1. 1

   Add your product

   Upload a product image into the catalog with its name, color, and any details generation should know about.

2. 2

   Save your style

   Create an Image Preset with written style guidance and attach the visual references that define your look.

3. 3

   Generate and review

   Run a batch at your chosen count and quality, then approve, reject, or requeue each result.

• Ready on day one. Start from the template and connect your tools — nothing to install, no developer involved.
• Change it in chat. Add a field, rename a stage, wire up an alert: say it and the assistant reshapes the workspace.
• Part of your Company OS. It lives beside your knowledge base and every other tool you build on Luo.