Ecommerce intelligence for people and AI

Turn marketplace data into decisions—and give your AI better context.

Structured, cleaned and labelled ecommerce data across Shopee, Lazada, TikTok Shop, Tokopedia and Amazon — ready for reporting, warehouses, applications, and grounding the AI workflows your teams already run. Need a current pull instead? Fetch it fresh, on demand.

New accounts start with free credits to explore the data and test an integration.

Marketplace context, made usable

Illustrative flow — data is the evidence your AI is missing.

Marketplace signals

ProductsListings & categories
PricesPrice & promotion signals
ReviewsRatings & customer signals
SellersMerchants & brands
Magpie context layerClean · label · connect

grounded marketplace context

Better AI context

Clean fields

A consistent shape for every record.

product_titlepricecurrency

Labelled entities

Know what belongs to whom.

brandmerchantcategory

Fresh evidence

Keep the source and observation in view.

source_urlobserved_at
SKUs tracked
10M+
SKUs tracked
Sellers
900K+
Sellers
Brands
98K+
Brands
Data API marketplaces
5
Data API marketplaces
Scraping API marketplaces
6
Scraping API marketplaces

Trailing 12 months, panel-wide. The context layer starts with the market record beneath it.

Coverage

One schema, five marketplaces — Shopee leads, it isn't the whole story.

Depth, freshness and available fields vary by marketplace. Select one to see how it's covered.

Shopee

Data API + Scraping API

Shopee sales data, already scraped and cleaned.

Indonesia, Thailand, Vietnam +3 more

Shopee coverage can extend beyond Southeast Asia in select cases — for example Brazil or Taiwan — where depth, freshness and available fields differ from the core markets above. Need a marketplace or market that isn't listed? Talk to us.

Two ways to reach the data

Structured for analysis. Fresh when you need it now.

The Data API and Scraping API share one credit wallet and one login — pick per query, not per contract.

Data API

Maintained, cleaned marketplace data — ready for analysis, reporting, applications and AI workflows.

GMVMarket sharePrice & discountRatingsSKU rankBrandCategory
Explore Data API

Scraping API

Fresh, on-demand collection when the question needs the market as it is right now.

Marketplace pagesSearch resultsProduct detailsReviewsMerchant catalogues
Explore Scraping API
For AI, and the people directing it

Grounded ecommerce context, however your team works.

Whether you're building the pipeline or asking the questions, both start from the same clean data.

AI applications & data teams

Pull structured, labelled ecommerce rows straight into pipelines, vector stores or agent tool calls over the REST API — clean data your models can reason over, not raw HTML to parse.

Read the Data API docs

Business teams using AI

Ground the AI tools you already use in reliable, structured ecommerce context — for research, reporting and decision-support backed by real marketplace data, not a guess. Need it current instead? The Scraping API collects on demand.

Get your free credits
Pricing

Prepaid credits — one wallet across the Data API and Scraping API.

Buy a credit pack and pay per data row, billed only on success. Bigger deposits drop the price per credit; team plans add seats, history and SKU-level access.