What is FlowScrape?
FlowScrape is a product data extraction tool for ecommerce teams. It turns ecommerce listing pages into clean CSV files and structured product data for catalog cleanup, migrations, feeds, and AI workflows.
FlowScrape FAQ
Plain answers about product CSV generation, catalog cleanup, migration files, and AI-ready ecommerce data.
General
Who is FlowScrape for?
Ecommerce teams, catalog managers, marketers, agencies, operators, and founders who need to clean, reuse, migrate, or enrich product data faster.
What kind of URLs work best?
Category, collection, brand, sale, search-results, or product listing pages where multiple products are visible.
Does FlowScrape replace manual copy and paste?
Yes. It reduces manual copying by extracting visible product names, SKUs, prices, images, URLs, and related product data from ecommerce pages.
Files and outputs
What files does FlowScrape generate?
FlowScrape can generate a clean CSV, Shopify-ready CSV, BigCommerce-ready CSV, issues/quality report, and LLM-ready JSON.
Can I use the output for Shopify?
Yes. FlowScrape creates Shopify-ready product CSVs from visible ecommerce product data.
Can I use the output for BigCommerce?
Yes. FlowScrape creates BigCommerce-ready CSV outputs for catalog work and product data cleanup.
Can I use the output for WooCommerce?
The data can be prepared for WooCommerce catalog work. WooCommerce-ready formatting can be scoped depending on the catalog needs.
What is the LLM-ready JSON for?
It gives structured product data that can be used for AI enrichment, classification, SEO cleanup, campaign generation, category analysis, and internal automation.
Catalog cleanup
Can FlowScrape help clean messy product data?
Yes. It helps find missing fields, inconsistent product data, image issues, and cleanup opportunities.
Can it help with SEO cleanup?
Yes. The extracted product data can be reviewed for missing titles, weak descriptions, poor categories, and other SEO cleanup opportunities.
Can it help organize images?
Yes. FlowScrape can capture image URLs and help identify missing or problematic product images.
Large catalogs
Can FlowScrape process a full catalog?
Today, FlowScrape works best by category, collection, brand, sale, or search-results page. Full catalog processing is available on request and can be scoped based on the site.
Marketing and AI
Can FlowScrape help create email or banner ideas?
Yes. Once product data is clean and structured, it can be used to create email ideas, banner ideas, campaign angles, and promo content.
Can FlowScrape help feed ecommerce data into AI tools?
Yes. FlowScrape can create structured, fresh ecommerce product data for LLM and AI workflows.
Can the data be used for category analysis?
Yes. Clean product data can help analyze categories, find gaps, compare products, and identify campaign opportunities.