Carousell Products Scraper Actor

Extract product listing data from Carousell — title, price, seller details, deal method, detail attributes, likes, and more — from any category page, search-results page, or individual product page, without writing a single line of code. Just add a URL and get structured JSON or CSV output in minutes.

Carousell is one of Southeast Asia's largest classifieds marketplaces, and its listings change constantly as sellers post and re-list items. Carousell Products Scraper lets you pull structured, up-to-date listing data on demand or on a schedule, so you can track pricing trends, monitor specific categories, or feed listings into your own catalog or analytics pipeline. Because it runs on the Apify platform, you get API access, one-click scheduling, and integrations with tools like Make, Zapier, and Google Sheets out of the box — no infrastructure to maintain.

✨ Features

• Product listing extraction — pulls title, price, currency, description, photos, variant options, and detail attributes (condition, model, storage, etc.) from individual listing pages.
• Pagination support — automatically loads more results on category and search pages ("Show more" / infinite scroll) to collect as many listings as you need.
• Proxy support — built-in residential proxy support to reliably get past Carousell's anti-bot protection.
• Seller and engagement data — captures seller handle, rating, review count, years on Carousell, number of likes, and how many people want the item.

🔧 Input Configuration

Field	Type	Required	Default	Description
startUrls	array	—	https://www.carousell.sg/categories/beauty-personal-care-11/fragrance-deodorants-1663/?search=perfume&t-search_query_source=ss_dropdown	Carousell category page, search-result page, or individual product page URLs to start crawling from.
search	string	—	—	Optional keyword search to run instead of (or in addition to) Start URLs.
maxItems	integer	—	1	Maximum number of product listings to extract per start URL or search query.
proxyConfiguration	object	—	Apify Residential proxy (Singapore)	Proxy settings. Residential proxies are used by default — Carousell serves a Cloudflare challenge to non-residential IPs.

Supported URL types:

• Category pages — https://www.carousell.sg/categories/...
• Search-result pages — https://www.carousell.sg/search/...
• Individual product pages — https://www.carousell.sg/p/...

Sample input:

{
    "startUrls": [
        {
            "url": "https://www.carousell.sg/categories/beauty-personal-care-11/fragrance-deodorants-1663/?search=perfume&t-search_query_source=ss_dropdown"
        }
    ],
    "maxItems": 1,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "SG"
    }
}

Input Page Example Screenshot

📦 Output

Each scraped listing is stored as a single item in the dataset, viewable in the Overview table on the Output tab. You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

Sample output:

{
    "url": "https://www.carousell.sg/p/samsung-galaxy-note-8-pokemon-go-gps-spoof-fake-gps-android-phone-1094156962/",
    "title": "Samsung Galaxy Note 8 Pokemon Go GPS Spoof Fake GPS Android Phone",
    "price": "250.00",
    "priceCurrency": "SGD",
    "categories": ["Mobile Phones & Gadgets", "Mobile Phones", "Android Phones", "Samsung"],
    "isCertified": false,
    "isFreeShipping": false,
    "description": "My beloved Samsung Galaxy Note 8 is up for sale. Bought at launch in 2017...",
    "primaryImage": "https://media.karousell.com/media/photos/products/2021/6/14/samsung_galaxy_note_8_able_to__1623641496_a08a1b4c_progressive.jpg",
    "images": [
        "https://media.karousell.com/media/photos/products/2021/6/14/samsung_galaxy_note_8_able_to__1623641496_ddf4958c_progressive.jpg",
        "https://media.karousell.com/media/photos/products/2021/6/14/samsung_galaxy_note_8_able_to__1623641497_de3c49c4_progressive.jpg"
    ],
    "paymentMethods": [],
    "variants": [],
    "peopleWhoWantThis": 2,
    "noOfLikes": 81,
    "detailAttributes": [
        { "title": "Condition", "value": "Heavily used" },
        { "title": "Series", "value": "Galaxy Note" },
        { "title": "Model", "value": "Samsung Galaxy Note 8" },
        { "title": "Storage", "value": "64GB and Below" },
        { "title": "Bumped", "value": "8 hours ago by gammarana" },
        { "title": "Category", "value": "In Samsung" }
    ],
    "dealMethod": "Meet-up",
    "sellerDetails": {
        "sellerHandle": "@gammarana",
        "rating": 5,
        "reviewCount": 21,
        "yearsOnCarousell": 6
    }
}

Detail Page Example Screenshot

Data table

Field	Description
url	Direct link to the listing.
title	Listing title.
price	Listed price.
priceCurrency	Currency code for the price (e.g. SGD).
categories	Breadcrumb category path for the listing.
isCertified	Whether the listing carries Carousell's certified badge.
isFreeShipping	Whether free standard shipping is offered.
description	Full listing description text.
primaryImage	URL of the first/cover photo.
images	URLs of the remaining listing photos.
paymentMethods	Accepted payment methods shown in the listing's "Risk-free payment" section.
variants	Available variant groups (e.g. color, storage) and their options.
peopleWhoWantThis	Number of users who marked they also want this item.
noOfLikes	Number of likes the listing has received.
detailAttributes	Listing-specific attributes (Condition, Model, Storage, Category, etc.) as title/value pairs.
dealMethod	How the seller offers to complete the deal (e.g. "Meet-up").
sellerDetails	Object with the seller's handle, rating, review count, and years on Carousell.

💡 Uses of This Data

• Price monitoring across listings in a category (phones, electronics, furniture, etc.)
• Market research on what's being sold, how it's described, and what condition/shipping options sellers offer
• Lead generation by tracking new listings matching a search query for resale, sourcing, or competitive analysis
• Seller reputation analysis using ratings, review counts, and years active on the platform
• Catalog enrichment with product photos, variant options, and detailed attributes for your own systems

🚀 How to Use

1. Sign up for a free Apify account — includes $5 monthly credit.
2. Open the actor page and click Try for free.
3. Fill in the Input fields (start URL or search query is required).
4. Click Start and wait for the run to complete.
5. Download results from the Output tab in JSON, CSV, or Excel format.

You can also run this actor via the Apify API or integrate it directly into your workflows using Zapier, Make, or n8n.

⚠️ Limitations & Known Issues

• Login-required pages — The actor cannot access content behind authentication (e.g. private messages, saved offers).
• Rate limiting — Heavy usage may trigger Cloudflare challenges; the built-in residential proxy configuration helps minimize this.
• Layout changes — Carousell periodically updates its page layout, which can occasionally affect specific fields until selectors are updated.

📝 Notes

• Proxy recommended for large-scale scraping — For high-volume runs, keep the default Apify Residential proxy enabled to avoid blocks.
• API integration — This actor can be called as an API from any automation platform (Zapier, Make, n8n, custom scripts).
• Data consistency with proxies — When using proxies with multiple IP locations, some data (e.g. prices, availability) may vary by region.

🔗 Other Actors

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💬 Support & Contact

If you encounter any issues or have questions, please open an issue

You can also find more of our actors on the Actor Flow .