Brands and retailers
Map SHEIN's price ladders in your categories. See where markdowns start, how deep they go and how many products sit under each price point.
SHEIN dataset
SHEIN product data for 40+ countries: over 180 million listings with local prices, crossed-out prices, discounts, categories, stock, ratings and image URLs. The full UK catalogue is ready now: over 5 million products, data as of October 2026. Other countries on request.
Independent data. Not affiliated with, endorsed by or sponsored by SHEIN. SHEIN is a trademark of its owner.
UK snapshot, October 2026
- product listings across 40+ SHEIN countries
- 180M+
- UK products, ready now
- 5M+
- of the UK catalogue collected (the rest were sold out at that moment)
- 98%+
- fields per product
- 28
- file formats
- CSV, Parquet, JSON
One country, every product, every field
Each delivery is a set of files you can load straight into a spreadsheet, a database or a notebook. One row is one product colour variant, keyed by
product_id. Prices are in local currency, with a US dollar conversion alongside.- Full country snapshot
- Every product listed on the storefront at the time of collection. For the UK that is over 5 million products across 23 top-level and about 7,100 leaf categories.
- Category packs
- Only the part of the catalogue you need, such as Women Apparel, Home & Living or Kids. Same fields, same formats, priced by product count.
- Monthly, weekly or daily refresh
- A new snapshot on a fixed schedule, plus a changes file listing new products, removed products, price changes and stock changes. Scheduled refreshes are set up per customer: contact us to start one.
- Watchlists
- Send us a list of product IDs, URLs or SKUs. We update those products every day and deliver one file per day.
- Research licence
- One snapshot at a reduced price for universities, NGOs and journalists. Non-commercial use only.
SHEIN dataset pricing
Prices in US dollars. Other countries are priced the same once collected.
| Product | Price |
|---|---|
Full catalogue, one snapshot One country, every product, all fields | $4,900 |
Monthly refresh + changes file Contact to start | $2,500 / month |
Weekly refresh + changes file Contact to start | $5,000 / month |
Daily refresh + daily changes Contact to start | $9,900 / month |
Category pack Minimum $290. Examples: Women Apparel $1,790, Home & Living $690, Kids $290. | $0.95 per 1,000 products |
Watchlist (your product IDs, URLs or SKUs, updated daily) 1,000 / 10,000 / 100,000 products | $149 / $590 / $2,490 per month |
Research, NGO or press licence One snapshot, non-commercial use | $990 |
Resale or redistribution licence | On request |
- Every subscription starts with one full snapshot at $4,900.
- Subscriptions are monthly. Cancel anytime.
- A missed delivery is credited.
All 28 fields in the SHEIN product data
Examples come from the first row of the free sample. Long values are shortened here; the files hold them in full.
| Field | Type | Description | Example |
|---|---|---|---|
product_id | string | SHEIN product ID (goods ID). Unique per row. The same ID is the same product in every country. | 467993820 |
sku | string | SHEIN SKU code of this colour variant. | sc260510170796370500647 |
spu | string | SHEIN SPU code shared by all colour variants of a product. | c2605101707963705 |
title | string | Product title as shown to shoppers. | 1pc Retro Y2K Style Letter Headband, St… |
product_url | string | Product page on the country's SHEIN storefront. | https://www.shein.co.uk/1pc-Retro-Y2K-S… |
country | string | ISO country code of the storefront (GB = United Kingdom). | GB |
currency | string | ISO currency of the prices. | GBP |
price | number | Selling price in local currency, as shown to shoppers (UK: incl. VAT). | 2.48 |
price_display | string | Selling price as displayed, with currency symbol. | £2.48 |
original_price | number | Crossed-out (reference) price in local currency. | 3.08 |
original_price_display | string | Crossed-out price as displayed. | £3.08 |
discount_pct | number | 1 - price / original_price, rounded to 4 decimals; 0 when there is no crossed-out price above the price. | 0.1948 |
price_usd | number | Selling price converted to US dollars. | 3.29 |
top_category | string | Top-level category name, e.g. Women Apparel. | Apparel Accessories |
category | string | Leaf category name, e.g. Women Mini Dresses. | Bandanas |
category_path | string | Full category path from top level to leaf, separated by ' > '. | Apparel Accessories > Women Accessories… |
category_id | string | Leaf category ID. | 12382 |
in_stock | boolean | False when the product is shown as sold out. | true |
stock_indicator | integer | Stock as shown to shoppers: exact count below 10, 999 = 10 or more. | 1 |
review_count | integer | Number of reviews; 1001 means 1,000 or more. | 1 |
rating | number | Average star rating (1–5); empty when the product has no reviews. | 5.0 |
color_count | integer | Number of colour variants offered. | 1 |
image_url | string | Main product image URL. | https://img.ltwebstatic.com/v4/j/spmp/2… |
image_urls | list of strings | All product image URLs (in CSV: separated by '|'). | https://img.ltwebstatic.com/v4/j/spmp/2… |
image_count | integer | Number of product images. | 9 |
seller_store_id | string | ID of the seller storefront that lists the product. | 9989009806 |
created_date | date | Date the product was created. | 2026-05-10 |
collected_at | timestamp | When this record was collected (UTC). | 2026-10-17 21:47:53+02 |
Free SHEIN dataset sample (CSV)
10,000 real UK products with all 28 fields, as CSV, Parquet and JSONL in one zip. No account needed. Ten rows from it are below; the free SHEIN sample page shows twenty more.
| Product ID | Title | Category | Price | Was | Discount | In stock | Rating | Reviews |
|---|---|---|---|---|---|---|---|---|
| 467993820 | 1pc Retro Y2K Style Letter Headband, Street Fas… | Bandanas | £2.48 | £3.08 | 19% | yes | 5.0 | 1 |
| 498647790 | Crocheted Openwork Triangular Scarf Stylish Sop… | Bandanas | £2.18 | £2.78 | 22% | yes | 5.0 | 1 |
| 511845229 | 1pc Women's Fashion Summer Beach Lemon Print Sq… | Bandanas | £3.23 | £3.98 | 19% | yes | 5.0 | 3 |
| 537574609 | 1Pc Brown White Polka Dot Border Print Vintage … | Bandanas | £2.03 | £2.68 | 24% | yes | 5.0 | 5 |
| 433171168 | 1pc Fashionable Minimalist Elegant Double-Bar M… | Bridal Fashion Anklets & Leg Chains | £1.48 | £1.78 | 17% | yes | 4.78 | 14 |
| 495591478 | 1 Pair Light Blue Rhinestone Leaf Earrings, Shi… | Bridal Fashion Earrings | £1.78 | £2.18 | 18% | yes | 4.78 | 220 |
| 412983156 | Delicate Beaded Butterfly Choker Niche Design S… | Bridal Fashion Necklaces | £3.07 | £3.88 | 21% | yes | 4.83 | 55 |
| 39930431 | Gothic Style Black Queen Evil Skull Crown And … | Bridal Headwear | £10.48 | £12.68 | 17% | yes | 5.0 | 1 |
| 509205698 | 1pc Women's Tea Party Headpiece, Kentucky Derby… | Bridal Headwear | £4.28 | £5.18 | 17% | yes | 4.5 | 75 |
| 540057250 | Gold Base Lavender Teardrop Rhinestone Tiara Ne… | Bridal Headwear | £9.01 | £11.48 | 22% | yes | 5.0 | 5 |
Download the 10,000-row sample (zip). Also on Hugging Face, Kaggle and GitHub.
SHEIN dataset vs a SHEIN scraper API
Both give you SHEIN product data. They suit different jobs. A dataset is the whole catalogue at once. A SHEIN scraper API answers one product at a time, live.
| Compared on | SHEIN dataset | SHEIN scraper API |
|---|---|---|
| Coverage | The whole country catalogue: over 5 million products in the UK | The products you ask for |
| Cost per 1,000 products | Under $1 for the full UK snapshot | Credits per request; see pricing |
| Time to first data | A download link or a bucket delivery | Seconds per product |
| Upkeep on your side | None: files arrive in a fixed schema | Your code calls the API and stores results |
| Best for | Market studies, assortment, price ladders, model training | Checking current price and stock on a short list |
What the UK catalogue shows
A few figures from the UK snapshot, October 2026, computed over the full file.
- 97% of priced UK products are shown with a crossed-out price above the selling price.
- The median markdown on discounted products is 24%.
- Women Clothing has a median markdown of 37%, against 22% for Women Fashion Jewelry and 20% for Women Accessories.
- 34% of Women Clothing products are shown at 50% off or more. For jewelry it is 1%.
- The median UK selling price is £7.48. 65% of products cost under £10.
- The catalogue spans 23 top-level categories and about 7,100 leaf categories.
More charts and tables: SHEIN price and discount statistics.
SHEIN data use cases: price tracking, markdowns and trends
Market intelligence and alt-data
Count new products per category, track catalogue size over time and compare price levels between countries.
Research and press
Work from the whole catalogue instead of a hand-picked set. Every number can be traced to a product_id and a collection time.
Duty and policy analysis
Model the effect of the EU €3 per-item customs duty from July 2026 and the end of the UK £135 low-value import relief, using real prices per category.
Marketplaces and resellers
Match listings to SHEIN products by product_id or SKU. The same product_id refers to the same product in every country.
How the files reach you
- A download link, or delivery to your own S3 or GCS bucket.
- CSV, Parquet or JSON. Pick one or take all three.
- Image URLs only. We do not deliver image files.
- No personal data. No accounts, no logins.
The licence in plain words
- You can use the data inside your organisation, for any internal purpose.
- You cannot resell or redistribute the raw data without a resale licence.
- The research licence covers non-commercial work only. Full terms: terms of service.
Coverage by country
| Storefront | Status | Products |
|---|---|---|
| SHEIN UK dataset | Complete, all 28 fields | 5M+ |
| All other SHEIN countries, including the United States | On request, same price as the UK | — |
Need a country we have not collected yet? Ask below. New countries are priced the same as the UK.
SHEIN dataset questions
Which countries does the SHEIN dataset cover?
SHEIN has over 180 million product listings across 40+ countries. A product sold in several countries counts once per country, with that country's price and currency. The full United Kingdom catalogue is ready now: over 5 million products, October 2026. Any other country, including the United States, is collected on request and priced the same as the UK.
How complete is the UK catalogue?
We collected 98%+ of the products on the UK storefront at snapshot time. The rest were sold out at that moment, so no full record was available for them.
How fresh is the data?
The current UK snapshot is from October 2026. Every record has a collected_at timestamp. Monthly, weekly and daily refreshes are available; contact us to start one.
What file formats do you deliver?
CSV, Parquet and JSON. In CSV, list fields such as image_urls are separated by a pipe (|). Prices are numbers in local currency, with a separate display string.
Is there a free sample?
Yes. 10,000 real UK rows with all 28 fields, as a zip file. You can download it from the free SHEIN sample page without an account.
What fields are included?
28 fields per product: product_id, sku and spu; title and product URL; country and currency; price, crossed-out price and discount; price in US dollars; category, category path and category ID; stock flag and stock indicator; rating and review count; colour count; image URLs; seller store ID; created date and collection time.
Can I resell or redistribute the data?
Not under the standard licence, which covers internal use inside your organisation. Resale and redistribution need a separate resale licence, priced on request.
What happens if a delivery is missed?
Subscriptions are monthly and you can cancel anytime. If a scheduled delivery is missed, it is credited against your next invoice.
Is Cartpie affiliated with SHEIN?
No. Independent data. Not affiliated with, endorsed by or sponsored by SHEIN. SHEIN is a trademark of its owner. The dataset contains public product information only.
How is the dataset different from a SHEIN scraper?
A dataset is the whole catalogue at once, delivered as files. A scraper API looks up one product at a time, live, when you ask. Take the dataset for a full country or category. Use the SHEIN scraper API at /scrapers/shein for current data on a few products on demand.
Can I use the SHEIN dataset for AI or machine-learning training?
Yes, for internal use. The standard licence covers analysis and model training inside your organisation. Publishing or reselling the data, or a product that exposes the raw records, needs a resale licence.
Can I buy a subset by volume instead of the full catalogue?
Yes. Category packs are priced per product at $0.95 per 1,000, with a $290 minimum, so you pay for the volume you take. Tell us the categories or the number of products you need and we quote the exact price.
Does the dataset include stock per size?
Not in the standard file. Stock is recorded per product (colour variant): an in_stock flag and a stock indicator that is exact below 10. If you need size-level stock, ask us.
Can I buy only some categories or my own product list?
Yes. Category packs cost $0.95 per 1,000 products, with a $290 minimum. For a fixed list of product IDs, URLs or SKUs, a watchlist updates them daily from $149 a month.
Related
- SHEIN scraper API for live lookups of single products
- Free SHEIN sample of 10,000 UK rows
- SHEIN UK dataset with country detail
- SHEIN statistics on prices and discounts
- Custom scraping for other retailers and fields
- All datasets
Ask for the SHEIN dataset
Tell us which product and countries you need. We reply within one working day with a quote, the delivery date and the licence.
Independent data. Not affiliated with, endorsed by or sponsored by SHEIN. SHEIN is a trademark of its owner.