8M+
Monthly records delivered in a production Temu pricing pipeline
Managed Data Service - Temu
Temu Data Scraping Service for Product, Price, and Stock Data at Scale.
Get product, SKU price, original price, stock status, and sales data from Temu storefronts such as the US and UK. We run and maintain the collection through Temu's anti-bot changes; you receive clean, structured data on your schedule.
US, UK, and more storefrontsProduct + SKU levelPrice, stock, and salesFree sample in 1-2 business days
Tell us the storefronts, categories or product URLs, fields, and output format. We return a sample built on your own scope.
99.8%
QA accuracy under the agreed validation framework in that pipeline
2linked files
Product (SPU) and variant (SKU) records with consistent IDs
1-2days
Typical free sample turnaround after scope confirmation
About This Service
Octoparse Temu Data Scraping Service is a managed service that collects public product data from Temu and delivers it as structured raw data. It covers Temu storefronts such as the United States and the United Kingdom, with other country storefronts scoped per project. A project can include product and variant (SKU) sale prices, original prices, on-sale or sold-out status, sales figures, rating counts, categories, product attributes, images, shop names and IDs, shipping fees, and delivery guarantees. Octoparse builds and maintains the collection, handles Temu anti-bot changes, checks every delivery for duplicates and broken product-SKU links, and delivers by CSV, JSON, API, S3, Snowflake, or BigQuery on a one-time, daily, or weekly schedule. A production Temu pricing pipeline delivers 8M+ records per month.
Last updated:
A Temu scraper works until Temu notices it. A data feed has to work every day.
- Aggressive anti-bot protectionTemu blocks scrapers quickly and changes its defenses often. Keeping collection running is ongoing engineering work, not a one-time script.
- Prices live at the SKU levelThe headline price is one variant. Colors and sizes carry their own sale price, original price, and stock status, and a product can be mostly sold out while still listed.
- Fast-moving catalogListings, discounts, and stock change daily. A feed is only useful if it runs on schedule and the same products stay comparable run after run.
- Scale without broken recordsMillions of rows must stay linked to the right product and storefront, without duplicates or orphans, delivery after delivery.
One Temu feed, three common jobs.
Price and discount monitoring
Track sale price, original price, and discounts by SKU on a daily or weekly schedule, and see when competitors cut prices.
Cross-marketplace comparison
Compare Temu prices with Amazon, Walmart, Shopee, and your own store for the same or similar products, in one schema.
Stock-out and assortment tracking
Follow which variants sell out, which products are added, and how sales and ratings grow in the categories you care about.
Sample Temu data
10 real Temu product records from the US and UK.
Collected from Temu in October 2026 and shown as delivered, in each storefront's currency. A selection of fields is shown here; full records also include category IDs, product attributes, image URLs, shop IDs, shipping fees, and delivery guarantees.
Download the full sample (400 products, 1,299 SKUs, CSV and Parquet) on Hugging Face or Kaggle.
| Storefront | Currency | Products | SKUs | SKUs on sale | Categories in this sample |
|---|---|---|---|---|---|
| United States | USD | 200 | 774 | 677 | Women's Backpacks, Casual Unisex Backpacks |
| United Kingdom | GBP | 200 | 525 | 496 | Lighting & Ceiling Fans, Storage & Home Organisation |
One product, six colors, five sold out.
The SKU file for Multifunctional Travel Backpack | Women'S Dual-Shoulder Bag with Shoe Compartment, USB Powered, Airline Approved for Laptops, Casual and Business Use, Material, Zipper Closure, Adjustable Straps. The listing still shows 4K+ sold and a price, but only the grey variant can be bought. Product-level data alone would miss that.
| sku_id | Variant | Price | Status | Shipping |
|---|---|---|---|---|
| 17598678430270 | Color: Silvery Gray | $29.67 | Sold out | Free on all orders |
| 17598678430271 | Color: Black | $29.67 | Sold out | Free on all orders |
| 17598678430272 | Color: Lake Blue | $29.67 | Sold out | Free on all orders |
| 17598678430273 | Color: Grey | $29.66 | On sale | Free on all orders |
| 17598678430274 | Color: The pink | $29.67 | Sold out | Free on all orders |
| 17598678430276 | Color: Grass Green | $29.67 | Sold out | Free on all orders |
Temu data fields
Product-level and SKU-level data, with every field defined.
These fields come from a production Temu feed, and the example values come from the UK hanging storage box listing above. Your project can use all of them, a subset, or add fields your team needs.
| Product (SPU) field | Description | Example value |
|---|---|---|
| product_url | Temu product page URL | https://www.temu.com/goods.html?goods_id=605960038911359 |
| spu_id / shop_id | Temu product and shop identifiers | 605960038911359 / 634418228001281 |
| site / currency | Storefront and ISO currency code | UK / GBP |
| spu_title | Product title as displayed | Five-Tier Hanging Storage Box | Large Capacity… |
| sale_price / original_price | Selling price and original (strikethrough) price as displayed | £4.55 / £7.34 |
| sales | Sales figure as displayed by Temu | 67K+ sold |
| spu_rat_cnt | Number of ratings | 1,741 |
| category1_name / category2_name | Category path, with category IDs | Tools & Home Improvement / Storage & Home Organisation |
| shop_name | Shop name as displayed | SpaceSaver Bags |
| local_flag | Whether the product ships from a local warehouse | No |
| origin_spu_main_pic | Main product image URL | https://img.kwcdn.com/… |
| update_time / batch_no | Update time (UTC+8) and delivery batch | YYYY-MM-DD HH:MM:SS / YYYYMMDD |
| Variant (SKU) field | Description | Example value |
|---|---|---|
| sku_id | Variant identifier, linked to spu_id | 104232011217600 |
| sale_property_summary | Variant options as a JSON object | {"Color": "Beige Five Layers"} |
| sku_discounted_price / sku_original_price | Variant selling price and original price | £4.55 / £7.34 |
| is_on_sale / not_on_sale_reason | Variant availability | True / On sale |
| goods_property_summary | Product attributes as a JSON object | {"Material": "Fabric", "System Mounting Type": "Wall hanging", …} |
| shipping_fee | Shipping fee as displayed | FREE |
| logistics_info | Delivery and refund guarantees shown on the page | Free shipping;Safe payments;Delivery guarantee;… |
CSVJSON / JSONLParquetREST APIWebhookAWS S3SnowflakeBigQueryScheduled download
How it works
From scope to recurring Temu data in three steps.
Delivery standards: field definitions, completeness and freshness targets, cadence, and delivery time are agreed in writing before production. Every delivery is checked for duplicate records and SKUs without a parent product, and Temu anti-bot changes are handled by Octoparse, not your team.
Compare your options
Temu scraper, scraper API, or managed data service?
All three can get Temu data. They differ in who keeps collection running when Temu blocks it, and who owns data quality.
| Build your own scraper | Temu scraper API | Octoparse managed service | |
|---|---|---|---|
| Setup | Write and test a Temu scraper per storefront | Integrate the API, then parse and map responses yourself | Share storefronts, categories or URLs, and fields |
| When Temu changes | Your engineers fix blocks, captchas, and broken parsing | Provider fixes access; failed calls and gaps are yours to handle | Octoparse detects and repairs the pipeline |
| Prices and variants | You decide which price to capture and keep it consistent | Raw page or JSON output; definitions vary by provider | Sale and original price defined per SKU, with stock status |
| Quality checks | Build your own validation | Limited to request success | Duplicate, completeness, and SPU-SKU link checks per delivery |
| Scale | Limited by your proxies and maintenance time | Billed per call; retries add up | Production pipelines of 8M+ records per month |
| Best for | Small, one-off jobs | Engineering teams that want raw access | Recurring, large-scale price and stock feeds |
In production
A Temu pricing pipeline for a U.S. ecommerce intelligence firm.
Case study - Temu pricing and inventory
8M+ monthly records in Phase 1, scaling to 16M+ in Phase 2.
A managed pipeline captures Temu product, seller, price, inventory, and timestamp fields, applies QA controls, and delivers JSONL output into Snowflake for an ecommerce intelligence and advisory firm.
Read the Temu pipeline case studyAnother hard marketplace
Shopee product and SKU data from any Shopee market.
The same managed approach and two-file format for Shopee in Southeast Asia and Brazil.
Open analysis
Temu US vs UK: prices, discounts, and sold-out variants.
A public notebook that explores the Temu and Shopee samples, with the code to reproduce every number.
FAQ
Questions about Temu data scraping.
Get a free Temu data sample for your storefronts.
Share the Temu storefronts, categories or product URLs, fields, and output format you need. We return a sample built on your scope.
Free sample in 1-2 business days after scope confirmation | Projects from $699