Carousell Listings Scraper

Carousell Listings Scraper

Scrape Carousell listings from any search, category, or direct URL, up to a million per run. Each listing returns with its price, condition, seller info, and full description. Filter by country, price range, and sort order. Export to CSV, JSON, Excel, or XML.

Carousell's mobile-first marketplace makes it hard to track listings at scale across its nine country sites. This Actor reads the public search and category pages directly, letting you collect listings by keyword or URL while filtering by condition, price, and sort order. No API key or login needed.

Who uses it	What they scrape Carousell for
Second-hand resellers	Monitor competitor pricing for the same items across Carousell markets.
Market researchers	Track supply and demand trends for specific product categories in Southeast Asia.
Deal hunters	Get alerts when a rare item is listed below a target price in their country.
E-commerce analysts	Build datasets of listing volumes and price distributions by category and condition.

What it does

This Actor collects Carousell listings by search term or direct URL and returns each one as a flat row with price, condition, description, and seller details.

• 🔍 Keyword search: feed a product name or search term and collect matching listings across any supported country.
• 🔗 Direct URL input: paste a Carousell search or category page URL to scrape exactly that view, ignoring other filters.
• 🌏 Nine country markets: target Singapore, Philippines, Malaysia, Hong Kong, Indonesia, Taiwan, Australia, Canada, or New Zealand.
• 💰 Price and condition filters: narrow results to new or used items within a min-max price range before they hit your dataset.
• 📊 Sort control: collect listings ordered by most recent, price low-to-high, or price high-to-low.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

What you can do with Carousell data

📈 Track competitor pricing.

A reseller runs the Actor daily with a keyword like 'iPhone 15' and a max price filter to spot underpriced listings before they sell.

📊 Analyze category trends.

A market researcher scrapes a category URL across three countries to compare listing volumes and average prices for used furniture.

🔔 Monitor rare items.

A collector sets up a scheduled run for a specific search term and price ceiling, exporting new matches to a Google Sheet via Apify integration.

🗂️ Build a product catalog.

An e-commerce analyst collects thousands of listings from a category page to study condition labels, seller types, and description patterns.

Why choose this scraper

	What you get
No API registration	Reads public Carousell pages directly, no developer app or OAuth flow required.
Multi-country support	One Actor covers nine Carousell regions with a single country selector.
Built-in Cloudflare bypass	Residential proxies are pre-configured to keep your runs stable.
Fixed output schema	Every listing arrives with the same fields, ready for analysis or upload.

How it compares

No other Store actor targets Carousell the same way, so the honest comparison is with the alternatives teams actually weigh.

	Carousell Listings Scraper	Build it in-house	By hand
Setup	Run it now, zero config	Days of engineering	None, but hours per pull
When Carousell changes	Maintained for you	You fix it	You re-learn the page
Proxies, retries, anti-bot	Built in	Your problem	Browser only
Output	Fixed JSON schema, CSV/Excel export	Whatever you build	Copy-paste
Cost	Pay per result	Engineering time	Analyst hours

Configure the run

Drive the Actor with a search keyword or a direct Carousell URL, and apply country, condition, price range, and sort filters so only matching listings reach your dataset. The Input tab lists every parameter.

A first run with the defaults:

{
  "keyword": "iphone",
  "maxItems": 10,
  "country": "sg",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}

A larger pull:

{
  "keyword": "iphone",
  "maxItems": 200,
  "country": "sg",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}

Pricing

Pay-per-result: $0.02266 per result collected. You pay only for the results written to your dataset.

Results collected	Approximate cost
100 results	$2.27
1,000 results	$22.66
10,000 results	$226.60

New Apify accounts start with $5 in free credit.

Free users

Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.

Run it

1. Create a free Apify account with $5 in credit.
2. Open the Carousell Listings Scraper.
3. Set your inputs and any filters, then click Start.
4. Export the results as CSV, Excel, JSON, or XML from the Dataset tab.

Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.

Use with AI agents (MCP)

Give an AI agent live access to Carousell through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

$claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/carousell-scraper"

Then prompt it in plain language to run the scraper and read back the results.

Troubleshooting

Why am I getting no results?

Check that your keyword or URL is valid on the selected country domain. Try broadening the search term or removing price and condition filters to see if any listings exist.

The Actor returns fewer listings than my maxItems setting.

This is normal when the search has fewer total results than your limit. The Actor stops when it runs out of matching listings on Carousell.

I'm getting timeout or Cloudflare errors.

Ensure residential proxies are enabled in the Advanced Options. If errors persist, try reducing the maxItems or running during off-peak hours.

Prices are in the wrong currency.

Prices are returned in the local currency of the selected country. Change the country input to scrape a different region's listings.

The startUrl input is ignoring my keyword and filters.

This is by design. When you provide a direct URL, the Actor scrapes that exact page and ignores the keyword, country, and filter fields.

FAQ

Question	Answer
Do I need a Carousell account to scrape listings?	No. The Actor reads publicly accessible search and category pages. No login, account, or API key is required.
Which countries does this Actor support?	It supports nine Carousell regions: Singapore, Philippines, Malaysia, Hong Kong, Indonesia, Taiwan, Australia, Canada, and New Zealand. Select the country in the input settings.
Can I scrape a specific seller's listings?	The Actor is designed for keyword searches and category URLs. It does not have a dedicated seller filter, but you can try including the seller's username in the keyword field.
How do I filter by price or condition?	Use the Min Price, Max Price, and Condition fields in the input. These filters are applied during the search and only matching listings are returned.
What proxy configuration should I use?	Residential proxies are pre-selected and required to bypass Carousell's Cloudflare protection. Keep the default proxy settings for reliable runs.
Can I scrape sold or completed listings?	The Actor collects active listings from search and category pages. It does not access historical or sold listing data.
What output formats are supported?	You can export your dataset in CSV, JSON, Excel, or XML format from the Apify storage tab.
How many listings can I scrape in one run?	You can set the maximum listings up to 1,000,000 per run. The actual number collected depends on how many results match your search.
Does the Actor handle Carousell's infinite scroll?	Yes. It automatically scrolls through search result pages to collect listings up to your defined maximum.
Can I run this on a schedule?	Yes. Use Apify's scheduler to run the Actor hourly, daily, or at any custom interval and receive new listings automatically.

Related actors

Browse the full ParseForge collection for more scrapers.

🆘 Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Carousell Pte. Ltd. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.