Product Data Package

Create Shopify-ready and BigCommerce-ready product CSVs from an ecommerce listing page.

Paste a product category, collection, brand, sale, or search-results URL. FlowScrape finds visible products, cleans the data, checks export quality, and generates import files for Shopify and BigCommerce.

Ecommerce listing URL Start with a category or collection page where products are visible. Best results: category, collection, brand, sale, or search-results pages where multiple products are already visible.

Free runs remaining: 3 of 3

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Website blocking extraction? Upload saved page HTML

Capture page after it loads

Open the product listing page.
Wait until products are visible.
Press Ctrl+S or Cmd+S.
Choose Webpage, Complete.
Upload the saved .html file.

Saved page HTML Upload the saved file or paste the saved page source.

Upload HTML file No file selected.

You’ll receive: Clean CSV · Shopify-ready CSV · BigCommerce-ready CSV · Quality report · Issue list · LLM-ready JSON

Ready to generate your product data package.

Product Action Report ready

Your Shopify and BigCommerce import files are ready. Review the catalog summary and cleanup notes below.

Clean product data files generated.

Warnings do not block the generated files. Review them before importing.

Products found: 0

Ready to import: 0

Needs cleanup: 0

Warnings: 0

Rows excluded: 0

Warnings

No warnings or blocking errors.

Image	Name	SKU	Price	Product	Image status	Suggested tags

Next actions

Download Shopify-ready CSV
Download BigCommerce-ready CSV
Import after quick review

Downloads

Shopify-ready CSV

Import-ready Shopify product file.

BigCommerce-ready CSV

Import-ready BigCommerce product file.

More files

export.csv

Clean product CSV for review, custom import, or spreadsheet cleanup.

issues.csv

Warnings and cleanup recommendations.

llm-ready.json

Structured product data for AI enrichment, cleanup, or automation.

Details / logs

No run yet.

FAQ

FlowScrape FAQ

Plain answers about product CSV generation, catalog cleanup, and AI-ready ecommerce data.

What is FlowScrape?

FlowScrape is a product data extraction tool for ecommerce teams. It turns ecommerce listing pages into clean CSV files for Shopify, BigCommerce, catalog cleanup, product feed creation, and AI enrichment.

Who is FlowScrape for?

FlowScrape is for ecommerce teams, marketers, catalog managers, agencies, and operators who need to clean or migrate product data faster.

What files does FlowScrape generate?

FlowScrape can generate a clean CSV, Shopify-ready CSV, BigCommerce-ready CSV, issues CSV, and LLM-ready JSON.

Can FlowScrape help feed ecommerce data into AI tools?

Yes. FlowScrape creates structured product data that can be used for enrichment, cleanup, classification, and LLM workflows.

Does FlowScrape replace manual copy and paste?

Yes. FlowScrape reduces manual copying from ecommerce category pages by extracting visible product names, SKUs, prices, images, URLs, and related product data.

Need a focused Shopify workflow? See the Shopify product CSV generator.