🚗 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.

🕒 Last updated: 2026-06-05 · 📊 12 fields per record · Mudah public listings · Search filters supported

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.

🎬 Full Demo

🚧 Coming soon.

⚙️ Input

Field	Type	Required	Description
startUrl	string	No	Full Mudah listings URL. Defaults to the main listings page.
maxItems	integer	No	Free users: 10. Paid users: up to 1,000,000. Prefill: 10.
searchQuery	string	No	Optional free-text query appended to the Mudah search.
proxyConfiguration	object	No	Apify proxy configuration. Defaults to Apify proxy enabled.

Example 1, default listings

{
  "startUrl": "https://www.mudah.my/malaysia/cars-for-sale",
  "maxItems": 50
}

Example 2, filtered search

{
  "startUrl": "https://www.mudah.my/malaysia/cars-for-sale",
  "searchQuery": "toyota",
  "maxItems": 25
}

⚠️ 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.

📊 Output

Each record is a flat object with scrapedAt and error appended.

Field	Type	Description
📄 title	string	title field from the listing.
📄 make	string	make field from the listing.
📄 model	string	model field from the listing.
📄 year	string	year field from the listing.
📄 mileage	string	mileage field from the listing.
📄 price_myr	string	price_myr field from the listing.
📄 transmission	string	transmission field from the listing.
📄 location	string	location field from the listing.
📄 seller_type	string	seller_type field from the listing.
📄 url	string	url field from the listing.
🕒 scrapedAt	string	When this row was fetched.
❌ error	string	Set if the upstream response was an error.

✨ Why choose this Actor

| 🆓 | Works with the public Mudah pages, no login required. | | 🧹 | Clean snake case keys ready for BI tools. | | 🛟 | Surfaces upstream errors as a clean record instead of crashing. | | 🌍 | Accepts any Mudah search URL, so you control the filters. | | 💾 | Push to dataset, instant spreadsheet export. |

📈 How it compares to alternatives

Approach	Setup time	Clean keys	Free tier
Roll your own scraper	hours	❌	n/a
Browser extension	minutes	❌	limited
This Actor	5 seconds	✅	✅

🚀 How to use

1. Click Try for free.
2. Paste a Mudah search URL (or leave the default).
3. (Optional) Add a search query.
4. Click Start. Within seconds, your dataset is ready to download.

💼 Business use cases

📊 Price monitoring. Schedule a daily run to track listing prices over time.

🏢 Competitive intelligence. Watch your competitors and adjust your inventory strategy.

🤖 ML feature engineering. Build a training set for price prediction or anomaly detection.

📰 Market reporting. Spot pricing patterns across regions and segments.

🔌 Automating Mudah Malaysia Cars Scraper

• Make / Zapier, trigger a run and push to Airtable, Sheets, or Slack.
• Cron schedule, native Apify scheduler.
• Webhooks, get a POST when a run finishes.
• Pipe to BigQuery / Snowflake / Postgres, native integrations.

🌟 Beyond business use cases

🎓 Education. Teach a data class with a fresh, real-world dataset.

🧪 Personal research. Track listings in your area, build dashboards.

🤝 Non profit and open data. Build public dashboards of market trends.

🧰 Tinkering and prototyping. Spin up a feed in seconds for a side project.

🤖 Ask an AI assistant about this scraper

Drop this README into ChatGPT, Claude, or any AI assistant and ask it to map your workflow to the actor inputs.

❓ Frequently Asked Questions

❓ Do I need an account on Mudah? No, the actor reads only public pages.

❓ Can I run filtered searches? Yes, compose the search URL on Mudah and paste it in.

❓ Are values cleaned up? Yes, keys are normalized and numeric fields are surfaced where possible.

❓ Can I schedule runs? Yes, native Apify scheduler or Make / Zapier.

❓ Is this scraping or API? Scraping of public HTML and embedded JSON-LD.

❓ Will the schema change? Core fields are stable. Site-specific fields may evolve.

❓ What format can I download? Spreadsheet, JSONL, XML, RSS, or HTML, straight from the Apify dataset UI.

❓ How fast is it? Seconds for small batches, scales with maxItems.

❓ What about pagination? Provide a URL with a page parameter for now.

❓ Is there a free tier? Yes, free Apify users get 10 records per run as a preview.

🔌 Integrate with any app

Apify ships native integrations with Make, Zapier, Slack, Discord, Google Drive, Google Sheets, Gmail, Airbyte, Keboola, Telegram, GitHub, and any REST API or webhook endpoint.

🔗 Recommended Actors

Actor	What it does
ParseForge OurAirports Scraper	Global airport database.
ParseForge Alpha Vantage Scraper	Public market data.
ParseForge NBA Stats Scraper	Player and team stats.
ParseForge CurseForge Mods Scraper	Public mod metadata.

💡 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.