Table of contents
Want the fast version?
Open Studio, upload one design, pick one product, generate 10 outputs, then expand from there.
The quick answer (if you are busy)
If you publish occasionally, keep manual. If you publish weekly and sell variants, automate your baseline images and keep manual time for the top 10% assets that actually need art direction.
Start by running one small batch in Studio, then decide what you would still keep manual.
When manual mockups win
- Brand campaigns where you control styling, props, and art direction.
- One-off hero images with custom typography, compositing, or heavy retouching.
- Products where small placement decisions materially change perceived quality.
- Early-stage validation when you only need a handful of images.
Manual shines when you are designing a story, not producing coverage.
When bulk automation wins
- Variant coverage (colors/materials) where repetition is the main cost.
- Frequent launches where time-to-publish matters.
- Teams where consistency and handoff beats individual craftsmanship.
- Stores where publishing velocity is a competitive advantage.
Automation wins when the job is repeatable and the output has a clear “good enough” standard.
Side-by-side comparison
If you are selling on Etsy, start with this Etsy workflow guide. For Shopify, start with this Shopify workflow guide.
A hybrid workflow that works for most sellers
- Automate your baseline gallery roles (hero, lifestyle, detail) for every product.
- Manually craft 1–2 hero images for your best-sellers or ad creatives.
- Use bulk generation for variant coverage and new launches.
- Use a short QC loop and regenerate only what is flagged.
Next steps (what to do this week)
If you want results quickly, do this:
- Pick one product family.
- Run one small batch in Studio and QC the first 10 outputs.
- Scale to one full listing gallery and publish it.
- Repeat for the next family next week.
For cadence and governance, use the POD mockup production playbook.
References
Platform docs and workflow references used to keep this guide grounded.
