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.
- SKUs tracked
- 10M+
- Sellers
- 900K+
- Brands
- 98K+
- Countries
- 6
- Marketplaces
- 5
Trailing 12 months, panel-wide. Exact live coverage is below.
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.
| sku_name | brand | merchant | price_usd | discount | sold | gmv_usd | rating | reviews |
|---|---|---|---|---|---|---|---|---|
| SKIN1004 Madagascar Centella Tone Brightening Capsule Ampoule 100ml | Skin1004 | SKIN1004 Indonesia Official | $13.22 | 70% | 9,039 | $119,540.78 | 4.9 | 6,260 |
| d'Alba White Truffle First Spray Serum 100ml | D'Alba | d'Alba Indonesia Official Shop | $16.82 | 35% | 5,633 | $94,740.02 | 5.0 | 4,609 |
| d'Alba White Truffle First Spray Serum 50ml | D'Alba | d'Alba Indonesia Official Shop | $11.96 | 35% | 6,349 | $75,934.04 | 4.9 | 3,991 |
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.
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
Size a category in GMV, units and SKU count before you enter it or fund a bet on it.
Share and assortment analysis
Rank brands and merchants by market share within a category and month, and compare assortment breadth against competitors.
Pricing and ratings analysis
Benchmark average price, discount depth, ratings and review volume across a category or a competitor set.
Reporting, dashboards and warehouse pipelines
Load whole categories into your own warehouse every month and build repeatable reporting or a client-facing data product on top.
AI applications and data teams
Give an LLM application or an internal dashboard a documented, queryable dataset instead of a scrape your team has to build and maintain.
Every market and marketplace we can sell you, with the gaps left visible.
Read from the export catalog — the same source that prices and delivers your export, so what you see here is exactly what is buyable. Coverage is not uniform: only Indonesia has all five marketplaces, and history depth varies by market and category.
| Market | Blibli | Lazada | Shopee | Tiktok | Tokopedia | Tokopedia | Shop |
|---|---|---|---|---|---|---|
| IndonesiaID | 2024-01 → 2026-06 103 categories | 2020-11 → 2026-06 108 categories | 2023-01 → 2026-08 113 categories | 2024-01 → 2026-06 45 categories | 2021-01 → 2026-06 114 categories | 2024-01 → 2026-06 114 categories |
| MalaysiaMY | — | 2022-11 → 2026-06 12 categories | 2023-01 → 2026-06 12 categories | — | — | — |
| PhilippinesPH | — | 2022-11 → 2026-06 14 categories | 2023-01 → 2026-06 14 categories | 2025-04 → 2026-06 2 categories | — | — |
| SingaporeSG | — | 2022-11 → 2026-06 15 categories | 2023-01 → 2026-06 15 categories | 2026-02 → 2026-06 2 categories | — | — |
| ThailandTH | — | 2022-11 → 2026-06 12 categories | 2023-01 → 2026-06 15 categories | 2026-01 → 2026-06 1 categories | — | — |
| VietnamVN | — | 2022-11 → 2026-06 12 categories | 2023-01 → 2026-06 12 categories | — | — | — |
Latest refresh covers through August 2026. The catalog endpoint returns the same ranges per category — see the quickstart. A dash means we do not sell that combination, not that the marketplace is missing from the region.
You see the exact price before anything is charged.
Prepaid credits, billed per row actually returned. Failed and empty queries cost nothing, and a dry-run estimate is always free — so the size of a pull is never a surprise.
Facial Serum on Shopee ID, for June 2026 — the category the rows above come from.
- Rows
- 106,030
- Credits
- 1,590,450
- Price
- $1,988.06
15 credits/row × $0.0013/credit at entry tier · larger deposits lower the price per credit
Send estimate: true and the API returns the exact row count, credit cost and dollar price. Nothing is charged.
You pay for rows actually delivered. Errors, empty results and failed jobs cost nothing.
Estimate, then export. Two calls.
Bearer auth, one key across both APIs. The estimate returns the exact row count and price and charges nothing, so nobody commits budget to a number they have not seen.
1Price it
freecurl -X POST "https://api.magpieiq.com/data/v1/exports" \
-H "Authorization: Bearer mgk_live_..." -H "Content-Type: application/json" \
-d '{"country":"ID","category_3":["Facial Serum"],
"date_from":"2026-01","date_to":"2026-05","estimate":true}'2Then pull it
charged on rows returned# same call without estimate:true — returns a job id to poll,
# then signed download links for each category and month.
curl -X POST "https://api.magpieiq.com/data/v1/exports" \
-H "Authorization: Bearer mgk_live_..." -H "Content-Type: application/json" \
-d '{"country":"ID","category_3":["Facial Serum"],
"date_from":"2026-01","date_to":"2026-05","format":"parquet"}'Scraping jobs follow the same shape against the Scraping API. Every endpoint and parameter is in the reference, and production pipelines — S3, Airflow, warehouse loads — are in the recipes.
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.