The data is ready to query

The structured, SKU-level record of Southeast Asian ecommerce.

A maintained monthly panel — GMV, units sold, market share, price, discount depth and ratings at brand, merchant, category and SKU grain, across Shopee, Tokopedia, TikTok Shop, Lazada and Blibli. We scrape, clean, brand-label and deduplicate it, so your team queries the answer instead of building and running a scraper to get it — and it's already structured for an analyst, a warehouse or your AI to work with directly.

Free trial credits on signup. Catalog browsing and estimates work immediately.

By marketplace

Pick a marketplace to see its coverage, fields and sample rows.

Ground your AI

Your AI brings the reasoning. Magpie brings the market context.

Connect Magpie Data to your AI workflow. Turn a market question into a scoped query, structured records and an answer you can trace back to its source.

From market data to your AI
MAGPIE DATA
10M+ SKUs900K+ sellers98K+ brands
Ready for your AI workflow
Your AI workspaceExample conversation
  1. 1Ask a market question
  2. 2Query Magpie Data
  3. 3Receive structured records
  4. 4Answer with sources
SKUs tracked
10M+
SKUs tracked
Sellers
900K+
Sellers
Brands
98K+
Brands
Countries
6
Countries
Marketplaces
5
Marketplaces

Trailing 12 months, panel-wide.

Use cases for your business question

Reusable structured intelligence for the decisions a category or brand team makes every month.

Each row is already scraped, cleaned and labelled — the work an on-demand fetch does not do for you.

Market and category sizing

How big is this category—and where is demand concentrated?

The monthly panel gives you GMV, units sold and SKU breadth for a category, market and month, so you can size a category before you enter it or fund a bet on it.
Example scopeIndonesiaShopeeFacial SerumJuly 2026
GMVMarket value
Units soldDemand volume
SKU breadthAssortment size
gmv_monthly_usdsold_monthlyproduct_id
Share and assortment analysis

Who leads, and how broad is their assortment?

Compare brands and merchants in the same category and month — who leads, and how many SKUs they carry against the rest of the field.
Example comparisonSame category · same month
ShareAssortment
Brand ALeads
Brand BTrails
brandmerchant_namecategory_3product_id
Pricing and ratings analysis

Where does this brand sit against its competitors?

Rank a category's SKUs by GMV, then diff price, discount depth, rating and review volume against that competitor set — the same ranking step that feeds daily price, stock and rating monitoring.
Real sampleID · Shopee · Facial Serum · 2026-05 · top 3 by GMV
Skin1004
Price
$13.22
Discount
70%
Rating
4.9
Reviews
6,260
D'Alba
Price
$16.82
Discount
35%
Rating
5.0
Reviews
4,609
price_usddiscountratingreview_monthly
Reporting, dashboards and warehouse pipelines

Can we repeat this analysis without rebuilding collection?

Run the monthly export as a production Airflow DAG — idempotent and resumable via the export id — and load the resulting Parquet into a partitioned table keyed on the month column. No scraper to rebuild each cycle.
IllustrativeRepeatable monthly load
Month 1
Month 2
Month 3
Your reporting warehouse
category_3monthgmv_monthly_usd
AI applications and data teams

What market context can we give our AI?

Give an LLM application or an internal dashboard a documented, queryable dataset scoped to a market, category and period — instead of a scrape your team has to build and maintain.
countrycategory_3month
MarketID
CategoryFacial Serum
PeriodJuly 2026
Schema32 fields
Context packet

See the runnable pipeline behind each of these in the recipes index.

What you actually get

One row is one SKU in one month, with the whole category tree attached.

Real rows from the live dataset — not a mock. Nine of 32 fields shown; every row also carries local-currency pricing, stock, merchant location and the full three-level category tree.

Sample rows
ID · Shopee · Facial Serum · 2026-05 · top 3 by GMV
sku_namebrandmerchantprice_usddiscountsoldgmv_usdratingreviews
SKIN1004 Madagascar Centella Tone Brightening Capsule Ampoule 100mlSkin1004SKIN1004 Indonesia Official$13.2270%9,039$119,540.784.96,260
d'Alba White Truffle First Spray Serum 100mlD'Albad'Alba Indonesia Official Shop$16.8235%5,633$94,740.025.04,609
d'Alba White Truffle First Spray Serum 50mlD'Albad'Alba Indonesia Official Shop$11.9635%6,349$75,934.044.93,991

No signup, no email — the sample is a real export of one category-month. Take the CSV to open it in a spreadsheet; take the Parquet if it is going into a warehouse, where it loads faster and lands with its column types already correct.

Start with the catalog. It costs one credit to see everything we have.

Query it yourself, export it in bulk, or hand your AI agent the schema and the docs and let it pull the numbers for you. Need a live page fetched right now instead of the monthly record? That is the Scraping API — complementary to this panel, on the same key and wallet.

Need custom market or category coverage? Talk to us about coverage.