How to Scrape and Export WooCommerce Product Reviews: The Complete Guide

Why Product Reviews Matter for E-commerce Success

Product reviews are the ultimate form of social proof in online retail. Over 90% of shoppers read reviews before making a purchase. If you are migrating a store from WooCommerce to another platform (like Shopify), or if you are running competitor research, extracting and preserving these customer reviews is just as important as extracting the products themselves.

Preserving reviews maintains your conversion rates and helps you avoid losing the SEO ranking value that user-generated content provides to your product pages. In this guide, we will walk you through how WooCommerce stores reviews and how to export them. A dedicated woocommerce reviews scraper makes this process fast and painless.

Customer reviews also provide critical keywords that help your pages rank organically on search engines. By keeping reviews during catalog moves, you retain historical review velocity and star markers that display directly in rich results snippets, which significantly improves Click-Through Rates (CTR). When Google detects valid customer comments, it updates aggregate rating blocks, boosting organic traffic.

Additionally, user-generated reviews contain long-tail search terms that store owners rarely include in official product copy. Terms like "fit description", "shipping duration", and "material quality" naturally show up in customer feedback, matching common user search queries and expanding your site's search visibility footprint.

How WooCommerce Structures Reviews Under the Hood

Unlike some platforms where reviews are kept in a separate database section, WooCommerce uses the native WordPress comment system. Every review is stored in the wp_comments database table. The table sets the comment_type column to 'review' and records the reviewer's rating inside the wp_commentmeta table under the key 'rating'.

Because reviews are spread across multiple database tables, exporting them manually via SQL queries can be complicated. An automated WooCommerce reviews scraper solves this by compiling reviewer names, star ratings, review text, and dates into a structured spreadsheet.

To reconstruct these attributes on a destination platform, you must preserve the link between the review comment and the parent product ID. This relationship metadata maps reviews to the correct listing handles on Shopify or Wix during import. If this link is broken, reviews will fail to match their corresponding products, rendering the dataset useless. An exporter must align author IDs, verification flags, and timestamp coordinates with the corresponding catalog handles.

With E-Woo's advanced extraction algorithms, we locate these underlying relational nodes and output them as structured fields alongside basic catalog metadata, making them ready for third-party review systems.

Step-by-Step Guide to Exporting Reviews

Here are the primary ways to export reviews from a WooCommerce store:

1. WordPress Built-in Exporter: Go to Tools > Export in your WordPress admin dashboard and select "Comments". However, this will export all comments (including blog post replies) as a complex XML file that requires manual cleanup.
2. Dedicated Export Plugins: You can install a plugin like WP All Export to extract the comment tables. The downside is that installing plugins can slow down your live website and requires admin credentials.
3. Web Scraping (No-Code Cloud Method): An external scraper can crawl the frontend product pages of the WooCommerce store, locating review wrappers (usually under the #reviews or .woocommerce-Reviews selectors) and extracting rating stars and text in seconds, with zero plugin installations or admin access needed.

This external approach is highly beneficial because it does not place any query stress on the WordPress server database, keeping the shop running smoothly while you extract data. It allows developers to harvest ratings from any target catalog without requesting admin backend accounts.

When collecting reviews, ensure compliance with privacy regulations like GDPR. When exporting reviews for migration, you should focus on capturing public ratings and customer comments, but avoid storing personal details like full names or emails unless necessary. Remapping names to initials or utilizing hashing methods keeps your user records compliant and secure while maintaining trust markings on destination sites.

Optimizing review data for Shopify Imports

If you are migrating to Shopify, you can import your scraped reviews using apps like Shopify Product Reviews or Judge.me. These apps accept a CSV file containing columns for Product Handle, Reviewer Name, Rating (1-5), Reviewer Email, Review Title, and Review Body. Remapping your WooCommerce reviews data to these columns allows you to launch your new Shopify store with all customer trust badges fully intact. Start exporting your WooCommerce product details and customer reviews with E-Woo Scraper today!