Product Photo White Background Batch Tool
Upload a batch of product photos and get square, centred, white-background images sized for marketplace listings, downloaded as one ZIP.
Economics
- Pricing example
- $12 for 100 photos (first 10 free); set the final price after checking your background-removal cost per image
- Daily math
- 2 packs a day x $12 = $24/day in sales. Subtract the per-image cost of the background-removal provider you choose to get the real margin.
- Target if you hit the daily math
- Target: $600 - $750 / month in sales if the daily math is hit (before processing costs)
Audience and urgency
Audience: Small online sellers, home-based brands and resellers in Southeast Asia who shoot product photos on a phone.
Urgency: Marketplaces and webstores look better with consistent, clean product photos, but sellers shooting on a phone get cluttered backgrounds and uneven framing. Editing photos one by one in a phone app is slow.
MVP scope
- ✓ Batch upload of JPG/PNG/HEIC photos
- ✓ Background removal through a provider API or a self-hosted model (check licence and per-image cost)
- ✓ Auto-centre the product with even padding; square output at sizes the seller picks (e.g. 800, 1000, 1200 px)
- ✓ White or light-grey background and an optional soft shadow
- ✓ ZIP download keeping the original file names; credit packs via Stripe
Omitted features
- - Do NOT generate AI scenes or alter the product itself (no added features, colours or labels)
- - Do NOT upload photos to marketplaces automatically
- - Do NOT keep photos after the ZIP is downloaded
Suggested stack
- Frontend
- React + Tailwind CSS
- Backend or API
- Serverless function calling a background-removal API, or a small GPU/CPU worker running a permissively licensed segmentation model; canvas compositing in the browser
- Payments
- Stripe Checkout (credit packs, MYR supported)
- Hosting
- Vercel for the front end; Fly.io or Cloud Run for a self-hosted model
Repository metadata
- Blueprint ID
product-photo-white-background- Category ID
ecommerce_tools- Monetization ID
usage_pack
Day-one distribution
Channels
- Malaysian and SEA online-seller Facebook groups
- TikTok/Reels: 20 phone photos to clean listing images
- Seller course communities
Reddit strategy
Share a short phone product-photography guide in r/ecommerce or r/EtsySellers (follow rules) with 10 free photos.
Cold outreach or directory hook
Offer a free 100-photo pack to 10 sellers in exchange for before/after examples you can show (with permission).
Search keywords
white background product photo, bulk remove background product photos, product photo for shopee white background
One-shot master prompt
Build a "White Background Batch" web app in React with Tailwind CSS and a background-removal backend. Core requirements: 1. Batch upload (up to 50 images per run) with HEIC conversion in the browser; show thumbnails and credits needed (1 per image). 2. Backend endpoint that returns a transparent PNG cutout per image using a configurable provider (background-removal API key in env, or a self-hosted model URL). Process 3 images in parallel with progress. 3. Canvas compositor: detect the cutout's bounding box, centre it on a square canvas with padding % the user sets, background white (#FFFFFF) or light grey, optional soft drop shadow; output sizes 800/1000/1200/1600 px as JPG (quality slider). 4. Preview grid with before/after toggle and per-image re-adjust (padding, vertical offset); never modify the product pixels beyond the cutout. 5. ZIP download (JSZip) with original file names. 10 free images, then Stripe Checkout packs. Delete server-side files right after processing.
Comparable products
Published 2026-10-08.
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