Standardize your product catalog at scale.
Visual Standardizer transforms raw photography into marketplace-ready assets with AI-guided merchandising, consistent framing, and clean background removal.
Consistent Output
Raw inputs become clean master assets plus reusable selling assets for every channel.
Automated Workflows
Built for teams that need to process hundreds of SKUs without manual retouching cycles.
Manual cleanup kills velocity.
Inconsistent framing, bad lighting, and varying resolutions force teams into endless retouching loops, slowing down product launches.
Standardized cleanup, AI-led merchandising.
Define your catalog spec once, then turn clean master assets into richer scenes, listing visuals, and campaign outputs with AI-guided controls.
Powerful Image Operations
Everything you need to turn raw photos into a professional catalog.
Background removal
Turn raw product captures into clean cutouts that are easier to standardize across every listing.
Resize and standardization
Normalize inconsistent source files into a controlled output size, framing, and export-ready resolution.
Product composition and centering
Center the product on canvas, control fill ratio, framing, margins, and geometry so the output lands correctly.
Relight and shadow synthesis
Add synthetic lighting balance and grounded shadow treatment before the final background is applied.
Background styling
Apply clean output backgrounds with controlled color presets when the listing needs more than a transparent cutout.
Scene merchandising
Generate AI-guided product scenes from one clean master asset without rebuilding staging every time.
Final recovery and sharpening
Run final recovery and upscale logic to improve sharpness before export when the output needs a cleaner finish.
Brand kits and export defaults
Save palette, creative defaults, and export preferences so merchandising output stays visually consistent across launches.
Batch processing
Run larger image sets through the same workflow when the job moves beyond one-off exports.
Listing bundles and ad creative
Turn one standardized master image into PDP-ready variants, comparison cards, and campaign formats for selling channels.
Streamlined Workflow
From upload to export in three simple steps.
Upload images
Start with one image or a larger batch from product photography, supplier assets, or catalog updates.
Choose settings or preset
Pick the output profile, target size, cutout quality, and any marketplace-specific preset you want to apply.
Process and export
Run the workflow, review the preview, and export the main output plus any optional variants generated for the job.
Ready to standardize your workflow?
Start in the quick workspace, then expand into merchandising bundles, deeper presets, and API workflows when you need them.