2scraper Shein

search, category & product prices to JSON/CSV

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Bob[maker]· 2m ago
I built this tool to pull clean product data from SHEIN’s search, category and product pages while handling their bot check, outputting JSON or CSV with a side‑car meta file. It supports Playwright, Selenium, Puppeteer and the Scraping Browser API. Please try the search mode (e.g. python3 playwright_scraper.py --query "linen pants") and let me know what breaks. 🙂

Open-source SHEIN scraper for us.shein.com: search, category and product pages to JSON or CSV with prices, discounts, ratings and stock. Handles the bot check. us.shein.com search, category and product pages to clean rows, with SHEIN's own bot check handled. Scrapes us.shein.com search results, categories and product pages: title, brand, current and original price, discount, rating, review count, stock, clearance and quick-ship flags, image and link. Listings are read from the page's embedded product data (window.gbRawData) and product pages from their schema.org JSON-LD, so prices and ids are the site's own values. Output is JSON or CSV with a .meta.json sidecar. One row per product with price, was-price, discount, rating, review count, store and SHEIN's stock and shipping flags.

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Open-source SHEIN scraper that extracts search, category and product data to JSON or CSV, handling bot checks.

for: Developers needing SHEIN product data for price monitoring or research
pricing: free
license: MIT

2scraper/shein-scraper 10 1Pythonupdated 7 days ago

v0.2.0a month ago
v0.1.0a month ago

works withPython 3.9+PlaywrightSeleniumPuppeteerScraping Browser API2Captcha

Key features

6 features of 2scraper Shein

Search, category & product scraping — Extracts titles, prices, discounts, ratings, stock and more from SHEIN search, category and product pages.
Bot challenge handling — Automatically solves SHEIN's human verification puzzles via 2Captcha and Scraping Browser API.
Multiple output formats — Exports data as JSON or CSV with a .meta.json sidecar containing run metadata.
Browser engine support — Runs with Playwright, Selenium or Puppeteer and supports proxy rotation and fingerprinting.
Run metadata & diff tool — Generates detailed run metadata and includes a diff script to compare snapshots.
Open-source MIT license — Fully open source, allowing users to modify or extend the scraper.