How does the output file preserve my catalog structure?

ESPicAI returns the same file with all original columns intact plus a new output image URL column. Your product codes, variants, and any other fields are preserved exactly as in the input.

Can I import the output directly into Shopify or WooCommerce?

Yes. The output image URLs can be used in Shopify's bulk product import CSV or WooCommerce's product import tool. The output image links are publicly accessible for import.

Is there a maximum number of rows per CSV file?

A single batch supports up to 500 rows. For larger catalogs, split the file into batches of up to 500 and run sequentially.

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Background Removal That Works with Your CSV and Spreadsheet Workflow

If your product catalog lives in a spreadsheet or PIM system, you shouldn't need a separate image editing tool that breaks your workflow. ESPicAI is built for CSV-first catalog teams — upload your product codes and image URLs, run background removal, and receive clean output image links back in the same spreadsheet format.

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The real cost of manual image editing

Catalog teams managing images in spreadsheets have no clean way to batch-remove backgrounds without exporting, editing individually, and reimporting.

Manual background removal breaks the CSV workflow by requiring a separate tool that doesn't connect to the catalog structure.

Image editing agencies don't support structured CSV workflows — files arrive renamed or unorganized, creating reconciliation work.

ESPicAI — AI Background Removal

How ESPicAI solves this

Teams managing large product catalogs in spreadsheet or PIM systems need background removal that integrates with CSV-based workflows — input product codes and image URLs, output cleaned image links back in the same format. ESPicAI is designed exactly for this: CSV-in, CSV-out background removal at batch scale, compatible with any catalog system that handles image URLs.

What you get with ESPicAI

✓

True CSV-in, CSV-out workflow: upload your spreadsheet with image URLs, receive the same spreadsheet with added output links.

✓

Product codes preserved throughout — output links map directly back to your catalog structure without manual reconciliation.

✓

Supports Excel and CSV formats. Works with any catalog system, PIM, or ecommerce platform that handles image URLs.

How it works

Export your product catalog from your PIM, Shopify, or spreadsheet with product codes and image URL columns.

Upload the file to ESPicAI and map the columns (product code, image URL). Select background removal settings.

Run the batch — ESPicAI processes all rows and adds an output image URL column.

Import the updated file back into your catalog system. Product codes match your originals — no manual reconciliation needed.

Common use cases

→Marketplace listings (Amazon, Trendyol, Hepsiburada, eBay) requiring white backgrounds
→Catalog PDFs and lookbooks where consistent backgrounds matter
→Social media product posts needing clean, distraction-free images
→CSV batch imports with hundreds of product codes and image URLs

Frequently asked questions

ESPicAI accepts standard CSV files and Excel (.xlsx) files. Column headers are used to map product code and image URL fields during upload.

Background Removal That Fits Your Spreadsheet Workflow

CSV in, clean images out. No workflow disruption, no manual file management — just bulk background removal that works with your catalog.

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