🚗 One2Car Scraper

Want Thai used cars from One2Car without clicking through pages? This scraper makes it easy.

Use structured filters (used/new, make, region, price, year) — structured filters work better for AI agents — or paste an input_url from your browser once you've already filtered on One2Car. When input_url is set it overrides the filters below. Either way, you get clean CSV/JSON with THB prices, specs, locations, and photos.

💡 Perfect for...

• Buyers & Dealers: Track Toyota, Honda, Isuzu and more across Bangkok and nationwide.
• Marketplaces: Monitor competitor inventory and pricing.
• Market Research: Analyze THB pricing, mileage, and year mix by region.
• Data Analysts: Export structured One2Car data for dashboards.
• 🤖 AI Agents: Power bots and OpenClaw workflows with live One2Car results.
• 📚 RAG Systems: Feed titles, specs, and prices into retrieval pipelines.
• 🔗 AI Workflows: Plug into LangChain, AutoGPT, CrewAI, and similar stacks.

✨ Why you'll love this scraper

• 🔗 Input URL or Filters: Paste a One2Car search URL (input_url) if you already filtered in the browser, or use structured filters (better for AI agents). input_url always wins when set.
• 🎯 Website-Matched Filters: Make, region, transmission, and sort use the same option values as one2car.com.
• 🇹🇭 Built for Thailand: Covers used, new, and all-car search paths.
• 🛡️ Cloudflare-aware: Uses Camoufox and Apify residential proxies (TH) when needed.

📦 What's inside the data?

For every car listing, you will get:

• Core Details: id, url, condition, ad_type, title, make, model, variant
• Specs: year, mileage_km, transmission, body_type
• Pricing: price, price_label, price_currency (THB)
• Location / Seller: location, country, seller_type, image_url

🛠️ Sort options

Use sort_by with these values:

• (empty) – Site default
• best.match – Best match
• modification_date_search.desc – Newest updates
• price.asc / price.desc – Price low→high / high→low
• year.desc / year.asc – Year newest / oldest
• mileage.asc / mileage.desc – Mileage low→high / high→low

🚀 Quick start

Option A — Input URL

1. Open One2Car, apply filters, copy the URL — e.g. https://www.one2car.com/en/cars-for-sale/toyota/thailand.
2. Paste it into input_url.
3. Set max_results and click Start.

Option B — Structured filters (better for AI agents)

1. Leave input_url empty.
2. Set listing type, optional make/model, region, and price / year / transmission / sort.
3. Set max_results (up to 1000) and click Start.

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Tech details for developers 🧑‍💻

Input Example (filters):

{
  "listing_type": "used",
  "make": "toyota",
  "location": "thailand_bangkok-metropolitan",
  "price_min": 200000,
  "price_max": 800000,
  "year_min": 2018,
  "transmission": "automatic",
  "sort_by": "price.asc",
  "max_results": 100
}

Input Example (URL override):

{
  "input_url": "https://www.one2car.com/en/used-cars-for-sale/honda/thailand",
  "max_results": 50
}

Output Example:

{
  "id": "12345678",
  "url": "https://www.one2car.com/for-sale/toyota-yaris-bangkok/12345678",
  "condition": "used",
  "title": "2020 Toyota Yaris",
  "make": "Toyota",
  "model": "Yaris",
  "year": 2020,
  "mileage_km": 45000,
  "transmission": "Automatic",
  "price": 429000,
  "price_label": "฿429,000",
  "price_currency": "THB",
  "location": "Bangkok",
  "image_url": "https://img.icarcdn.com/..."
}

📋 Input reference (detailed)

Parameter	Type	Required	Default	Description
input_url	string	No	—	Paste a One2Car /en/cars-for-sale URL; overrides filters when set.
listing_type	string enum	No	used	used, new, or all.
make	string enum	No	all	Make slug (e.g. toyota, honda).
model	string	No	—	Optional model slug; requires make.
location	string enum	No	thailand	Region slug as on One2Car.
price_min / price_max	integer	No	—	Price in THB.
year_min / year_max	integer	No	—	Model year range.
transmission	string enum	No	any	automatic or manual.
sort_by	string enum	No	default	Same sort values as One2Car.
max_results	integer	No	50	Maximum listings (1–1000). Browser-based; 1000 is the practical cap.

Notes on filters

• Prefer exact enum strings from the Apify input dropdowns (same values as one2car.com).
• input_url always wins over filters when provided.