Mudah Malaysia Cars Scraper
Pricing
from $7.50 / 1,000 results
Mudah Malaysia Cars Scraper
Pull Mudah.my car listings straight from any cars for sale URL or search query. Records carry title, make, model, year, mileage, price in MYR, transmission, location, seller type, and listing URL. Useful for Malaysia auto pricing research and dealer competitive scans.
Pricing
from $7.50 / 1,000 results
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0.0
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ParseForge
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3
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Monthly active users
2 hours ago
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🚗 Mudah Malaysia Cars Scraper
🚀 Export Mudah Malaysian car listings in seconds. Straight from https://www.mudah.my/malaysia/cars-for-sale into structured spreadsheet rows.
The Mudah Malaysia Cars Scraper turns the public Mudah search at https://www.mudah.my/malaysia/cars-for-sale into a clean, structured dataset. Provide a search URL or use the default and the actor walks the listings, extracts each card, and writes one row per listing.
| 🎯 Target Audience | 💡 Primary Use Cases |
|---|---|
| 📊 Market analysts | Track pricing trends across listings |
| 🏢 Dealerships and agencies | Monitor competition |
| 🤖 ML engineers | Build training sets for price prediction |
| 📰 Journalists | Spot pricing patterns for stories |
| 👩💻 Developers | Mirror public Mudah data into a private DB |
| 💼 Investors | Source deal flow programmatically |
📋 What the Mudah Malaysia Cars Scraper does
- Loads any Mudah search URL you supply, or uses the default listings page.
- Parses each listing card and flattens its attributes into a row.
- Extracts structured fields from embedded JSON-LD when present, with HTML fallback.
- Surfaces errors as a clean record instead of crashing.
- Exports to spreadsheet, JSON, JSONL, XML, RSS, or HTML formats.
💡 Why it matters: Mudah lists thousands of records with no public bulk export. This actor turns the search results into a clean dataset you can drop into a sheet, a BI tool, or a database.
📊 Data fields
Each record includes: location, make, mileage, model, price_myr, results, scrapedAt, seller_type, title, transmission, url, year. These field names come straight from the actor's dataset schema, so what you see here is what lands in your dataset.
⚠️ Good to Know: Some Mudah pages render listings client-side. This actor extracts what is in the initial HTML and embedded JSON-LD blocks. For deep crawls behind JavaScript pagination, supply a fully composed search URL.
🚀 How to use
- Click Try for free.
- Paste a Mudah search URL (or leave the default).
- (Optional) Add a search query.
- Click Start. Within seconds, your dataset is ready to download.
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💡 Pro Tip: browse the complete ParseForge collection for production grade scrapers across business intelligence, real estate, e commerce, sports, finance, and public records.
Disclaimer: This actor scrapes only publicly available data. ParseForge is not affiliated with, endorsed by, or sponsored by any of the third party services referenced. Users are responsible for complying with the target site terms of service and applicable law. Create a free account w/ $5 credit.
🆘 Need Help?
If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.
For faster answers, join our Discord. It's the best place to get support and suggest new actors.
