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Renthub Property Search Scraper: Extract Thailand Rental Data Fast

What Is Renthub.in.th?

Renthub.in.th is Thailand's premier residential rental platform, connecting property owners and managers with tenants across major cities including Bangkok, Chiang Mai, and Phuket. The platform hosts thousands of properties ranging from affordable apartments to luxury condominiums. Manually collecting rental listings and property details is tedious and error-prone — the Renthub Property Search Scraper automates this workflow, delivering clean, structured rental data in seconds.

Overview

The Renthub Property Search Scraper extracts detailed rental property listings from Renthub search results pages, converting unstructured web content into machine-readable records. It is ideal for:

• Real estate investors identifying rental opportunities across Thailand
• Property managers benchmarking rental rates and market conditions
• Researchers analyzing residential property trends
• Aggregator platforms feeding rental inventory into custom property portals
• Market analysts tracking supply and pricing in specific locations

Key strengths include configurable per-URL item limits (up to 200), robust error handling with ignore_url_failures, and comprehensive property metadata covering location, pricing, amenities, and multimedia assets.

Input Format

The scraper accepts a JSON configuration with three essential parameters:

{
"urls":[
"https://www.renthub.in.th/en/apartment/bangkok/2"
],
"ignore_url_failures":true,
"max_items_per_url":200
}

Input Parameters Explained

Best Practice: Start with max_items_per_url: 20 for testing, then increase to 200 for full-scale collection.

Output Format

Sample Output Record

{
"id":"8574",
"cover_picture":"/listing_picture/201402/20140201/VxBC47oGqnXFhhTku9LF.jpg",
"slug":"baan-ratchaneekorn",
"name":"Baan Ratchaneekorn ",
"title":"",
"road":"",
"house_number":"",
"street":"",
"amenities":{
"__typename":"AmenitiesType",
"has_phone":true,
"has_air":true,
"has_fan":true,
"has_t_v":true,
"has_refrigerator":false,
"has_furniture":true,
"has_water_heater":true,
"has_internet":true,
"allow_pet":false,
"allow_smoking":false,
"has_key_card_access":true,
"has_finger_print_access":true,
"has_security":true,
"has_c_c_t_v":true,
"has_bicycle_parking":true,
"has_parking":true,
"has_pool":false,
"has_fitness":false,
"has_laundry":true,
"has_salon":true,
"has_lift":false,
"has_shop":true,
"has_restaurant":true,
"has_cable_t_v":true,
"has_ev_charger":false
},
"apartment_is_hotel":false,
"province":"Bangkok",
"district":"Bang Khae",
"subdistrict":"Bang Khae",
"sponsor_package":"EXCLUSIVE",
"has_virtual_tour":true,
"distance":null,
"property_type":"APARTMENT",
"user_id":"13417",
"address_document":{
"__typename":"VerificationDocumentType",
"review_status":"VERIFIED"
},
"address_photo":{
"__typename":"VerificationDocumentType",
"review_status":"VERIFIED"
},
"price":{
"__typename":"SearchListingPriceType",
"monthly":{
"__typename":"MonthlyPriceType",
"min_price":3900,
"max_price":4700,
"type":"AMOUNT"
},
"daily":{
"__typename":"DailyPriceType",
"min_price":0,
"max_price":0,
"type":"NO_DAILY_RENTAL"
},
"short_term":{
"__typename":"ShortTermPriceType",
"short_contract":true,
"min_price":3900,
"max_price":3900,
"one_month":{
"__typename":"ShortTermPriceByType",
"short_contract":false,
"min_price":null,
"max_price":null
},
"three_month":{
"__typename":"ShortTermPriceByType",
"short_contract":false,
"min_price":null,
"max_price":null
},
"six_month":{
"__typename":"ShortTermPriceByType",
"short_contract":true,
"min_price":3900,
"max_price":3900
}
}
},
"promotion":{
"__typename":"PromotionType",
"type":"ONLY_FOR_RENTHUB",
"start":"2026-04-30T17:00:00.000Z",
"end":"2026-06-29T17:00:00.000Z",
"detail":"<p>1) ราคาเริ่มต้นเพียง 3,900บาท/เดือน) ผู้เช่าทุกท่าน รับสิทธิเล่น WIFI ฟรี ! โดยไม่มีเงื่อนไขใด ๆ</p>"
},
"modified_at":"2026-05-28T10:20:29.885Z",
"refreshed_at":"2026-06-11T09:38:48.903Z",
"updated_at":"2026-06-11T09:38:48.903Z",
"created_at":"2013-11-14T09:35:42.843Z",
"from_url":"https://www.renthub.in.th/en/apartment/bangkok/2"
}

Each scraped property record contains 26 fields organized by category:

Property Identification

Physical Address & Location

Pricing & Promotions

Features & Amenities

Listing Management

How to Use

Step 1: Find Property Search URLs

Navigate to Renthub.in.th, select a city, property type, and price range to filter results. Copy the resulting URL from your browser's address bar. Repeat for multiple locations or criteria.

Step 2: Prepare Your Configuration

Paste the URLs into the urls array in JSON format. Example:

{
"urls":[
"https://www.renthub.in.th/en/apartment/bangkok"
],
"max_items_per_url":100,
"ignore_url_failures":true
}

Step 3: Adjust Collection Settings

• Set max_items_per_url based on your needs (1–200)
• Use ignore_url_failures: true for robust bulk collection
• Lower limits speed up scraping; higher limits maximize data

Step 4: Start the Scraper

Initiate the run and monitor the execution log for progress and any warnings.

Step 5: Export & Process

Download output as JSON, CSV, or Excel. Import into spreadsheets, databases, or analytics tools.

Troubleshooting:

• If a URL returns zero results, verify the page loads in your browser and contains listings.
• Use pagination URLs (e.g., /2) to scrape multiple pages systematically.
• Enable ignore_url_failures when batch-scraping to prevent partial failures from halting the entire run.

Use Cases & Business Value

Investor Intelligence: Monitor rental supply, price trends, and property types across Bangkok, Chiang Mai, and regional markets. Identify emerging neighborhoods and investment opportunities.

Competitive Benchmarking: Compare amenities and pricing across similar properties to set competitive rental rates and understand market positioning.

Market Research: Build datasets for academic studies, market reports, and business intelligence on Thailand's residential rental landscape.

Aggregation & Distribution: Ingest Renthub listings into custom portals, mobile apps, or CRM systems for property management and tenant acquisition.

By automating data collection, the scraper eliminates hours of manual browsing, reduces errors, and enables data-driven decision-making across real estate operations.

Conclusion

The Renthub Property Search Scraper transforms Thailand's rental market from a manual research challenge into instant, actionable data. With detailed property records spanning location, pricing, amenities, and media assets, it empowers investors, managers, and analysts to move faster and smarter. Start scraping today and unlock competitive insights in Thailand's dynamic rental market.