🏠 Livinginsider Scraper

Want Thai condos and homes from Livinginsider without clicking through pages? This scraper makes it easy.

Use structured filters (sale/rent, property type, price band) — structured filters work better for AI agents — or paste an input_url from your browser once you've already filtered on Livinginsider. When input_url is set it overrides the filters below. Either way, you get clean CSV/JSON with THB prices, types, and photos.

💡 Perfect for...

• Buyers & Investors: Track condos and houses across Bangkok and Pattaya.
• Estate Agencies: Monitor competitor supply.
• Market Research: Analyze THB asking prices by type (sale vs rent).
• Data Analysts: Export structured Livinginsider data for dashboards.
• 🤖 AI Agents: Power bots and OpenClaw workflows with live Livinginsider results.
• 📚 RAG Systems: Feed titles 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 Livinginsider English /en/... 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: Listing type and price bands use the same path slugs as livinginsider.com.
• 🇹🇭 Built for Thailand: Covers condo, house, land, and more for sale or rent.

📦 What's inside the data?

For every property listing, you will get:

• Core Details: id, url, transaction, property_type, title
• Pricing: price, price_label, price_currency (THB)
• Specs / Media: bedrooms, location, image_url

🚀 Quick start

Option A — Input URL

1. Open Livinginsider English, apply filters, copy the URL — e.g. https://www.livinginsider.com/en/condo-buysell.
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. Pick listing type and optional sale or rent price band.
3. Set max_results (up to 2000) and click Start.

---

Tech details for developers 🧑‍💻

Input Example (filters):

{
  "listing_type": "condo-buysell",
  "price_band_sale": "3m-5m",
  "max_results": 100
}

Input Example (URL override):

{
  "input_url": "https://www.livinginsider.com/en/condo-rent/10000-15000",
  "max_results": 50
}

Output Example:

{
  "id": "2777654",
  "url": "https://www.livinginsider.com/detail_en/condo-for-sale-the-seed-musee-sukhumvit-26-2bedroom-2777654",
  "transaction": "sale",
  "property_type": "condo",
  "title": "Condo For Sale The Seed Musee Sukhumvit 26 2Bedroom",
  "price_currency": "THB",
  "bedrooms": 2,
  "image_url": "https://www.livinginsider.com/uploadpic/...."
}

📋 Input reference (detailed)

Parameter	Type	Required	Default	Description
input_url	string	No	—	Paste a Livinginsider /en/... URL; overrides filters when set.
listing_type	string enum	No	condo-buysell	Same nav slugs as the English site (condo-rent, house-buysell, …).
price_band_sale	string enum	No	any	Sale buckets (less-than-1m, 1m-2m, 2m-3m, 3m-5m, 5m-10m, more-than-10m).
price_band_rent	string enum	No	any	Rent buckets (less-than-5000, 5000-10000, … more-than-50000).
max_results	integer	No	50	Maximum listings (1–2000).

Notes on filters

• Prefer exact enum strings from the Apify input dropdowns (same values as Livinginsider).
• Sale price band applies when listing_type ends with -buysell; rent band when it ends with -rent.
• input_url always wins over filters when provided.