Marketplace scraping API
A marketplace scraping API is a hosted endpoint that fetches and parses live product pages from online marketplaces and returns clean, structured JSON — handling proxies, browser fingerprinting and anti-bot defenses on your behalf. ShopAPIS is a marketplace scraping API covering 70+ marketplaces across 30+ countries, returning 40+ normalized fields per product so you never write or maintain a per-site parser.
You request a marketplace + identifier; ShopAPIS handles the hard part. Rotation, CAPTCHA, geo-routing and HTML parsing are absorbed behind one endpoint — you get a typed product object, not a 200-line BeautifulSoup script that breaks next sprint.
The anti-bot reality
The reason marketplace data is sold as an API is that the marketplaces actively fight scrapers. Major sites run commercial bot-mitigation stacks that block, challenge or shadow-ban automated traffic — and the pressure is real: Akamai reports bots make up about 42% of web traffic, with nearly two-thirds of it malicious . Based on the ShopAPIS platform research, the defenses you hit per tier are concrete:
- Akamai Bot Manager — guards Amazon (US/EU/global), layered with CAPTCHA challenges.
- PerimeterX / HUMAN — common on US big-box and fashion retail.
- DataDome — fronts many EU and quick-commerce sites.
- GeeTest v4 — slider puzzles and device fingerprinting on the China majors (Taobao, Tmall, JD), compounded by GFW geo-blocking.
Hardest to parse: Amazon (Akamai + CAPTCHA), the China majors (GeeTest v4, device fingerprinting), and Temu/Shein (no public API, aggressive defenses). Lighter: MercadoLibre and eBay (official APIs), much of Eastern Europe, and the price-comparison engines like Idealo and PriceRunner. A DIY scraper has to beat each of these individually; a marketplace scraping API beats them once and amortizes it across every customer.
One parser per marketplace — via ownership clusters
Many “different” marketplaces share a parent company and tech stack, so one parser pattern covers many country-leading sites. This ownership consolidation is the leverage behind ShopAPIS’s coverage:
- Amazon — one stack spans amazon.com + .ca/.com.mx/.co.uk/.de/.fr/.it/.es/.nl + .ae/.sa + .in + .com.br + .com.au — roughly 20 markets. See Amazon.
- Alibaba Group — Taobao, Tmall, AliExpress, 1688, Alibaba.com (B2B), Lazada (SEA) and the Daraz network.
- PDD Holdings — Pinduoduo (CN) + Temu cross-border — one firehose, the hardest anti-bot.
- Sea Group — Shopee across SG/MY/TH/VN/PH/ID/BR/TW, ~50% of SEA GMV on one Open Platform.
- MercadoLibre — MercadoLibre across 18 LatAm countries on an open product REST API.
Most consumer-facing product-detail data is still parse-only. Even where an official API exists (Amazon SP-API, eBay Browse, Shopee Open Platform), it’s usually seller- or affiliate-gated and omits the public PDP fields you actually want — which is exactly where a marketplace scraping API earns its place.
Sample response
{
"marketplace": "shopee",
"country": "SG",
"identifiers": { "sku": "STORE-9921-BLK-M", "gtin": "8801643561567" },
"title": "Samsung Galaxy Buds3 Pro — Silver",
"brand": "Samsung",
"price": { "current": 268.00, "list": 328.00, "currency": "SGD", "discount_pct": 18 },
"availability": { "in_stock": true, "stock": 120 },
"seller": { "name": "Samsung Official Store", "id": "shopee_sg_88123", "rating": 4.9 },
"rating": 4.8,
"review_count": 3142,
"shipping": { "cost": 0.00, "estimated_days": 2 },
"images": ["https://cf.shopee.sg/file/sg-11134207-7r98o-abc123"],
"url": "https://shopee.sg/product/88123/9921",
"fetched_at": "2026-06-05T11:50:11Z"
}