Shopee scraper API
BrandBaazar's Shopee scraper API returns live marketplace data from Shopee as structured JSON. One request gets you product details, variation-level prices, stock, sold counts, search results, shop information, ratings, and reviews from any Shopee country site. Pricing teams, brand managers, market researchers, and AI product builders use it to follow what sells on one of Southeast Asia's largest marketplaces without writing or maintaining scrapers.
DocumentationShopee runs separate sites for Singapore, Malaysia, Indonesia, Thailand, Vietnam, the Philippines, Taiwan, and Brazil, each with its own catalog, prices, and promotions. Scraping them yourself means fighting anti-bot systems, rotating proxies, and page structures that change without notice. BrandBaazar handles all of that for you. You send a request, we return clean JSON, and your team spends its time on analysis instead of scraper maintenance.
Shopee is one of 50+ data sources on the platform, alongside Amazon, Walmart, Flipkart, TikTok Shop, and India's quick-commerce apps. Every source shares the same account, response format, and documentation, so a pipeline built for Shopee extends to other marketplaces quickly. The output drops straight into dashboards, warehouses, and LLM applications that need current commerce data.
What data you get from Shopee
Product details and variations
Pull full listing data for any Shopee product: title, description, images, variation-level pricing, stock, sold counts, and seller information, returned as one JSON object.
Search results and rankings
Get ranked search results for any keyword on any Shopee country site. Track where your products and your competitors' products appear, and how those positions shift over time.
Prices, discounts, and flash sales
Capture current price, strikethrough price, and active promotions, including Shopee flash sales and vouchers that can change several times in a single day.
Reviews and ratings
Collect review text, star ratings, buyer photos, the variation purchased, and timestamps at scale, ready for sentiment models and product feedback analysis.
Shop and Shopee Mall data
Monitor storefronts across regular shops and Shopee Mall: catalogs, shop ratings, follower counts, and response rates for the sellers you compete with or distribute through.
Category and bestseller signals
Rank products within a category by sold counts and ratings to see what is moving in each market. Useful for assortment planning and early trend detection.
Why Shopee coverage matters
Shopee no longer runs a marketplace in India, but its data still matters for Indian brands selling into Southeast Asia. Exporters and D2C teams use the API to scope pricing, competition, and demand in Singapore, Malaysia, and Indonesia before committing to a launch. The same BrandBaazar account covers Flipkart, Meesho, and India's quick-commerce apps, so domestic and export tracking run through one integration.
How teams use the Shopee data API
Price and promotion monitoring
Track competitor prices, vouchers, and flash sales across Shopee country sites. Feed responses into repricing rules so your listings react within the same sales window, not the day after.
Search rank and share of shelf
Measure where your brand appears for the keywords that matter in each market. Agencies and brand teams use rank data to prove campaign impact and spot competitors gaining ground.
Review and sentiment analytics
Pull reviews across your catalog and your competitors', then run sentiment analysis to surface recurring complaints, feature requests, and quality issues before they drag down ratings.
AI shopping agent grounding
Give agents and LLM apps live Shopee prices, stock, and reviews to cite instead of stale training data. Structured JSON responses slot into tool-calling and MCP setups.
How it works
Get access
Request a demo or pick a plan on the pricing page. You get an API key and documentation covering Shopee and every other marketplace on the platform.
Send a request
Call the API with a Shopee product URL, keyword, or shop, and specify which country site you want data from.
Get structured JSON
Receive a clean JSON response, typically in under 100ms, ready for your database, dashboard, or AI pipeline.
Frequently asked questions
How do I scrape Shopee data?
The fastest route is a hosted API rather than building scrapers yourself. Shopee uses aggressive anti-bot protection and changes its page structure often, so homegrown scrapers break constantly and need proxy pools just to run. With BrandBaazar you send a normal HTTPS request with a product, keyword, or shop, and get structured JSON back. There are no proxies, headless browsers, or blocking issues to manage on your side.
Which Shopee country sites does the API cover?
Coverage spans Shopee's separate country sites, including Singapore, Malaysia, Indonesia, Thailand, Vietnam, the Philippines, Taiwan, and Brazil. Catalogs, prices, and promotions differ on each one, so you specify the market you want in the request and get data from that site. Teams comparing the same product across markets typically query several sites in parallel and join the results on product or shop identifiers.
How fresh is the data, and are there rate limits?
Requests run in real time, so responses reflect what Shopee shows at the moment you call. That matters for flash sales and vouchers that start and end within hours. Rate limits depend on your plan, with higher tiers supporting larger volumes and concurrency for jobs like daily catalog sweeps. The pricing page lists the tiers, and we can size custom limits for heavy workloads during a demo.
Can I use the API for Shopee price tracking?
Price tracking is one of the most common uses. Call the API on a schedule for the listings you care about, store each response, and you have a price history covering list price, discounted price, and active promotions per variation. Because Shopee flash sales can begin and end in hours, many teams poll key SKUs several times a day rather than once.
Can AI agents and LLMs consume Shopee data from this API?
That is a core design goal. Responses are structured JSON with consistent fields, so an LLM or shopping agent can ground answers in live Shopee prices, availability, and reviews instead of stale training data. BrandBaazar also supports MCP-style integration for agent frameworks, which lets an agent fetch product or search data as a tool call in the middle of a conversation.
Does Shopee have an official API?
Shopee runs an Open Platform API, but it is built for sellers and partners to manage their own shops, orders, and listings. It does not provide market-wide data such as competitor prices, search rankings, or reviews across the catalog. A scraper API fills that gap by returning public listing data from Shopee's live sites, which is what pricing, research, and brand teams actually need.
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