CarsDB Myanmar Car Listings Scraper

CarsDB Myanmar Car Listings Scraper

Scrape CarsDB Myanmar car listings by make, model, price, year, or location, up to a million per run. Every car comes with its price in lakh, mileage, transmission, fuel type, and seller details. No login or API key. Export to CSV, JSON, Excel, or XML.

CarsDB is Myanmar's largest car marketplace, but browsing it manually means clicking through thousands of listings and copying data by hand. This Actor reads the public listing feeds directly, filters by make, model, price, year, state, fuel, transmission, and more, and returns each match in one fixed schema. It works for both used and brand new cars, and can fetch full detail pages with descriptions and image galleries.

Who uses it	What they scrape CarsDB for
Car dealers	Monitor competitor pricing and inventory across Myanmar
Market researchers	Track which car models and price ranges are most listed in each state
Importers and exporters	Find specific makes and models available for resale or export
Data analysts	Build a historical dataset of Myanmar car listings for trend analysis

What it does

This Actor collects CarsDB car listings by search query, make, model, or direct URL, and returns each one as a flat row with price, mileage, year, transmission, fuel type, and seller information.

• 🔍 Search and filter: query by keyword, make, model, state, build type, fuel, transmission, color, condition, steering position, seller type, licence status, year, and price range.
• 📄 Detail page enrichment: optionally fetch each listing's full description, view count, owner count, and entire image gallery.
• 🌐 Language support: return detail-page text in English or Burmese (Myanmar).
• ⚡ Fast listing-card mode: skip detail pages to scrape thousands of listings quickly with 16+ core fields.

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

What you can do with CarsDB data

📊 Monitor competitor pricing.

A car dealer runs the Actor daily with a make filter like Toyota and a price range to see what competitors are asking for similar models.

🔎 Find specific models for import.

An importer searches for 'Hilux Surf' with a year range and state filter to locate available units for purchase.

📈 Track market trends.

A market researcher scrapes all listings weekly and aggregates by make, model, and year to spot shifts in supply and pricing.

🗺️ Analyze regional demand.

A data analyst filters by state and build type to compare which vehicle types are most listed in Yangon versus Mandalay.

Why choose this scraper

	What you get
No API key needed	Scrape public CarsDB pages without registration or rate limits
Myanmar-specific filters	Filter by state, licence status, and price in lakh
Rich detail data	Get full descriptions, view counts, and image galleries
Flexible output	Export to CSV, JSON, Excel, or XML

How it compares

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

	CarsDB Myanmar Car Listings Scraper	Build it in-house	By hand
Setup	Run it now, zero config	Days of engineering	None, but hours per pull
When CarsDB 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 from search queries, make and model selections, or direct listing URLs, and filters run as each listing is read so only matches reach your dataset. The Input tab lists every parameter.

A first run with the defaults:

{
 "startUrls": [],
 "maxItems": 10
}

A larger pull:

{
 "startUrls": [],
 "maxItems": 200
}

Pricing

Pay-per-result: $0.021 per result collected. You pay only for the results written to your dataset.

Results collected	Approximate cost
100 results	$2.10
1,000 results	$21.00
10,000 results	$210.00

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 CarsDB Myanmar Car 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 CarsDB 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/carsdb-scraper"

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

Troubleshooting

Why am I getting no results?

Check your filters. If you set a make and model that do not exist together, or a price range that is too narrow, no listings will match. Try clearing filters or broadening the range.

The run is slow when I enable detail pages.

Detail-page fetching visits each listing individually, which takes longer. If speed is more important than full descriptions, disable Fetch detail pages to use listing-card mode.

Some listings are missing descriptions or images.

Those fields are only available when Fetch detail pages is enabled. If it is enabled and still missing, the listing may not have that data on CarsDB.

I get an error when using a direct URL.

Make sure the URL is a valid CarsDB listing or search URL, starting with https://www.carsdb.com/. If it is a search URL, ensure the query parameters are correct.

FAQ

Question	Answer
Do I need an API key or login?	No. The Actor scrapes public CarsDB pages directly, so no registration or API key is required.
Can I scrape both used and brand new cars?	Yes. Use the Condition filter to select Used Car, Brand New Car, or leave it empty to get both.
How do I filter by price?	Use the Price From and Price To inputs, which are in lakh (100,000 MMK). For example, 100 means 10,000,000 MMK.
What is the difference between listing-card mode and detail-page mode?	Listing-card mode is faster and returns 16+ core fields. Detail-page mode fetches each listing's full page, adding description, view count, owner count, and image gallery, but is slower.
Can I scrape listings in Burmese?	Yes. Set the Language input to Burmese (Myanmar) to get detail-page text in Burmese. Listing-card data is identical across languages.
How do I scrape a specific listing URL?	Add the URL to the Start URLs input. The Actor will scrape that listing directly, ignoring other filters.
What is the maximum number of cars I can scrape?	You can set Maximum cars up to 1,000,000 per run.
Can I filter by seller type?	Yes. Use the Seller Type filter to select Dealer, Private seller, Showroom, or Buyer.
Does the Actor support sorting?	Yes. Use the Sort By input to order results by date, price, year, or mileage, ascending or descending.
What export formats are available?	You can export the dataset as CSV, JSON, Excel, or XML.

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 CarsDB. 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.