Carousell Scraper — Marketplace Listings for SG, MY, HK & More

Scrapes real individual (C2C) marketplace listings from Carousell, Southeast Asia's largest consumer-to-consumer platform. Returns listing details, pricing, condition, seller profile (username, rating, review count), and engagement metrics as clean JSON — across all eight Carousell country domains.

Carousell runs 30M+ listings across Singapore, Malaysia, Hong Kong, the Philippines, Taiwan, Australia, Canada, and Indonesia. It's the eBay of Southeast Asia, and the site sits behind a managed bot challenge. This scraper gets through it, and returns individual seller listings as clean structured records rather than the certified/brand-new carousel Carousell shows by default.

Search a keyword, pick a country, and it paginates the results with seller enrichment pulled from each listing's own page.

What You Can Do With Carousell Data

• Price research — track what a product sells for secondhand across SG, MY, HK, and five more markets.
• Resale and arbitrage — find underpriced listings, sort by price low-to-high, watch condition.
• Seller intelligence — rating and review count for every listing's seller.
• Engagement signals — likes and how recently a listing was posted, by category and country.
• Lead generation — surface active sellers in a category you sell into.

Who Uses This

Resellers, e-commerce analysts, pricing teams, market researchers, and anyone tracking secondhand demand in Southeast Asia. Brand-protection teams use it to spot grey-market listings.

Input

Field	What it does
searchQuery	Keyword(s) to search (e.g. iphone 15, vintage jacket). Required.
country	Which Carousell domain — SG, MY, HK, PH, TW, AU, CA, ID.
sortBy	Newest, Price low-to-high, or high-to-low.
maxItems	Cap the listing count.

Output

Field	Description
listing_id / title / description	Listing identity and copy.
price / currency	Price and currency code.
country	Which Carousell domain the listing was found on.
condition	Brand new, Used, Refurbished, or Damaged.
seller_username / seller_id	Seller identity.
seller_rating / seller_review_count	Seller reputation, read from the seller's own profile block on the listing page.
posted_at	When the listing was posted (best-effort — parsed from Carousell's own relative-time text).
likes	Engagement — how many users liked the listing.
image_urls / listing_url	Images (pipe-separated) and the source link.

Two dataset views ship with it — Listing Overview and Full Listing.

How It Works

1. Enter a search query and pick a country domain.
2. The scraper clears the site's bot protection automatically, in a real browser session.
3. Carousell's search page defaults to a certified/brand-new carousel — the scraper reads the "All" tab instead, where the real individual (C2C) listings live, and enriches each one from its own detail page (condition, seller rating, review count) over the same browser session.
4. It paginates up to your maxItems, then writes the dataset — export as JSON, CSV, or Excel.

FAQ

How do I scrape Carousell listings? Enter a search keyword, choose a country, and run the actor. It returns matching individual listings with price, condition, seller reputation, and engagement metrics.

Which countries are supported? All eight Carousell domains: Singapore, Malaysia, Hong Kong, Philippines, Taiwan, Australia, Canada, and Indonesia.

Does it get past Carousell's bot protection? Yes. The actor clears the managed challenge in-browser and reuses that same session for the whole crawl, so there is no separate cookie to go stale.

Can I get seller ratings? Every listing carries the seller's username, rating and review count, read from the seller's own profile block on the listing's detail page.

Need More Features?

Need category-page crawling, a specific country default, or extra seller fields? File an issue or get in touch.