Yes — with the right tools and preparation. Here's the math:
Sellable generates a product image in 30–90 seconds depending on complexity. At 60 seconds average, that's 60 images per hour. But with batch processing — submitting multiple products simultaneously — throughput increases significantly. A well-configured batch workflow can process 150–200 images per hour.
Over an 8-hour day, that's 1,200–1,600 images — comfortably above the 1,000-image target.
The constraint isn't generation speed. It's preparation. The brands that fail at bulk generation do so because they try to generate images from poor-quality source files and spend most of their day managing errors and rejections.
1. A clean source image library
Every product needs at least one source image. For AI photography, "clean" means: - Single product, no distracting backgrounds - Well-lit with no harsh shadows on the product itself - At least 1000×1000px resolution - Product fills 60–80% of the frame
If your existing product images don't meet this standard, invest 2–3 hours in a simple phone photography setup before your bulk generation day. A white foam board, two desk lamps, and a phone tripod get you there for under $30.
2. A defined visual style
Write down exactly what you want every output to look like. This becomes your Sellable style preset. Example: "Product centred on a clean light grey surface, soft studio lighting from top-left, subtle shadow below product, neutral atmosphere."
3. A product list with metadata
Create a spreadsheet: SKU, product name, category, source image filename. This becomes your tracking sheet throughout the day.
4. A review and export process
Decide in advance how you'll review images (random sample vs. all) and where they'll go after generation (direct Shopify upload, Dropbox, etc.).
Hours 1–2: Setup and first batch
- Configure your Sellable style preset
- Upload the first 50 products as a test batch
- Review outputs — adjust preset if needed
- Approve and export
Hours 3–5: Bulk processing
- Submit batches of 100–150 products
- While each batch generates, prepare the next batch for upload
- Maintain a "pending review" queue rather than reviewing each image as it generates
Sellable's platform turns a single product photo into studio-quality images, cinematic video, and on-brand campaigns — generated, refined on the canvas, and published straight to your store.
Hours 6–7: Review and cull
- Bulk review all generated images
- Flag any with rendering issues for regeneration
- Re-run flagged images with adjusted prompts
Hour 8: Export and distribution
- Export approved images in required formats and resolutions
- Upload to your product management system or directly to Shopify
- Update your tracking spreadsheet
The most important habit: never stop the pipeline to micro-review. Keep batches generating. Review in blocks, not individually. This is the difference between processing 500 images and 1,500 images in the same time.
At 1,000 images, reviewing every output individually is not feasible without slowing your throughput significantly. Use a tiered review approach:
Typical rejection rates with a well-configured preset are 3–8%. At 1,000 images, that's 30–80 regenerations — manageable in an afternoon.
You now have a complete visual library. Prioritise:
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