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yankun guo

SHEIN Single Product Extractor (URL/ID)

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yankun guo

SHEIN Single Product Extractor (URL/ID)

yankun-guo/shein_product_particulars

A dedicated tool to extract structured detailed data for individual SHEIN products via product URL or product ID. It connects to a remote Chromium instance, automatically bypasses SHEIN's risk verification, loads the target product page, parses complete product attributes, and returns normalized data. Supports 10+ regional SHEIN sites and configurable workflow retries, ideal for product information monitoring, price tracking, competitor research, and trend analysis.

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2,000 Free Results

SHEIN Product Discovery

Overview

This project discovers SHEIN products from three different input modes:

  • shein_product_by-url
  • shein_product_by-id

The worker opens the corresponding SHEIN page, attempts to pass SHEIN risk verification automatically, parses the product grid, and returns a structured product particulars.

Typical use cases:

  • Product discovery by products Url page
  • Product discovery by products ID
  • particulars monitoring
  • Price tracking
  • Competitor research
  • Trend and badge analysis

Workflow

  1. Read type and value from the input payload.
  2. Build the target SHEIN URL according to the selected mode.
  3. Connect to a remote Chromium instance through ChromeWs.
  4. Open the SHEIN page and attempt to pass SHEIN verification automatically when required.
  5. Wait until the SHEIN product page is actually ready.
  6. Parse product cards from the page.
  7. Return a normalized product array.

Runtime Requirements

The worker depends on:

  • playwright
  • selectolax
  • httpx
  • grpcio
  • protobuf

Environment variables used at runtime:

  • ChromeWs: required, remote Chromium CDP websocket host
  • PROXY_AUTH: optional, authentication prefix added to the websocket URL

Parameters

ParameterTypeRequiredDescription
typestringYesDiscovery mode. One of shein_product_by-url, shein_product_by-id.
valuestringYesInput value for the selected mode. commodity URL, or commodity ID.
flow_retry_numintegerNoTotal retry count for the full browser workflow. Default:3.
countrystringNoSHEIN site region. Used by keyword mode and category ID mode. Default:us.

Supported Countries

ValueSite
usUnited States
ukUnited Kingdom
deGermany
frFrance
itItaly
esSpain
caCanada
auAustralia
mxMexico
jpJapan

Top-Level Response Fields

FieldTypeDescription
typestringRequest mode used for the current run.
urlstringFinal SHEIN URL opened by the worker.
codenumber1 for success, 0 for failure.
countnumberNumber of extracted products.
productsarrayParsed product list.
errorstringError message when the request fails. Empty on success.
error_codestringFailure code when the request fails. Empty on success.

Notes About Field Availability

  • Not every product card exposes every field.
  • price_usd and original_price_usd depend on whether SHEIN provides US price attributes for the card.
  • original_price, discount_percent, rating, reviews_count, sold_count, and color_count may be null when the card does not show the corresponding element.
  • badges may be an empty array.

Error Codes

Error CodeDescription
400Invalid or missing input parameters.
500Internal execution error.
BROWSER_CONNECT_FAILEDFailed to connect to the remote Chromium instance.
PAGE_OPEN_FAILEDFailed to open the SHEIN page.
SHEIN_VERIFY_FAILEDSHEIN verification appeared and could not be passed.
PRODUCT_LIST_NOT_FOUNDProduct list container was not found on the page.
PRODUCT_EXTRACT_FAILEDProduct extraction failed after page load.

Pricing

Failed results don't count

Rating

4.7

Developer

yankun guo

Worker Stats

46 Total runs
Success rate: 100.00%
Last updated: Jun 08, 2026

Categories

Other

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