Documentation

Welcome to the official documentation for fit.photos. Our mission is simple: Product Photos, Perfected in Seconds.

What is fit.photos?

fit.photos is an AI-powered image processing workflow designed specifically for high-volume e-commerce sellers. It automates the tedious work of background removal, centering, and resizing, ensuring your product catalog meets strict marketplace requirements instantly.

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The Challenge

In the competitive world of e-commerce, image quality determines trust. Yet, maintaining a consistent catalog across thousands of SKUs is a logistical nightmare.

The "Manual Labor" Trap

Resizing and padding images one by one in Photoshop is not just slow—it's expensive. A catalog of 1,000 items can take weeks to process manually.

Platform Rejection Risks

Amazon and Google Shopping have strict guidelines (e.g., pure white background, 85% product fill). Non-compliant images lead to suppressed listings and lost sales.

The Solution

fit.photos replaces your manual editing team with an intelligent, automated pipeline. We don't just crop; we understand the product.

  • Smart Object Detection: AI identifies the product vs. the prop.
  • Auto-Centering & Padding: Consistent margins every single time.
  • Batch Processing: Edit hundreds of images in the time it takes to sip your coffee.
  • Multi-Platform Export: One master image, infinite output formats.

User Guide: From Raw to Ready

1

Connect & Configure

Start by accessing your dashboard. Here you can verify your credits and see a snapshot of your recent activity. The interface is designed for speed and clarity.

fit.photo Dashboard Interface demonstrating clear navigation and activity overview

Pro Tip: Batch Naming

Organize your source folders by SKU before uploading. Our batch processor respects folder structures, making it easier to match processed images back to your inventory system.

2

Templating & Standards

Define your output requirements once. Select your target platforms (Amazon, Shopify, etc.) and let our system handle the specific dimension and padding rules.

Template Selection Interface showing platform presets
Advanced Settings for fine-tuning margins and background color
3

Verification & Export

Review your processed images side-by-side. Our "After" view shows you exactly what your customers will see. Approving images automates the export to your connected channels.

Image Verification screen comparing original vs processed images

Platform Standards Reference

Different marketplaces have different rules. We keep track of them so you don't have to.

Last Updated: January 2026
PlatformDimensionsBackgroundFile Type
AmazonMin 1000px (longest side)Pure White (RGB 255,255,255)JPEG preferred
eBayMin 500px, 1600px+ RecommendedClean Background (White/Grey)JPEG / PNG
EtsyMin 2000px (shortest side)Contextual / StyledJPG / PNG / GIF
WalmartMin 1000x1000px, 2200px+ RecommendedPure White (RGB 255,255,255)JPEG / PNG / BMP
Shopify2048 x 2048px (Recommended)Transparent or AnyPNG / JPEG / WebP
Facebook Marketplace1080 x 1080px (Recommended)Clean & ClearJPG / PNG
Instagram / TikTok1080 x 1350px (4:5 Ratio)Contextual / StyledJPEG / PNG
Pinterest1000 x 1500px (2:3 Ratio)Vertical / ContextualJPEG / PNG
Google ShoppingMin 100 x 100pxWhite / TransparentAny non-animated

FAQ & Support

What happens if the AI makes a mistake?
While our model is 99% accurate, you always have the final say. Use the manual adjustment tools in the verification step to fine-tune cropping or background settings before exporting.
Do you support bulk uploading?
Yes! You can upload folders with hundreds of images at once. Our batch processor queues them up and notifies you when they are ready for review.