# 🏒 Singapore PropertyGuru Scraper V2 \[From πŸ’°$0.65/1K] (`misterkhan/singapore-propertyguru-scraper`) Actor Scrape Singapore PropertyGuru (.com.sg) Condo, HDB, and Landed property listings β€” including SGD prices, PSF, floor area, tenure, MRT proximity, and CEA agent details. - **URL**: https://apify.com/misterkhan/singapore-propertyguru-scraper.md - **Developed by:** [Khan](https://apify.com/misterkhan) (community) - **Categories:** Real estate, Lead generation, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $0.65 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event ## What's an Apify Actor? An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md. ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run. For examples already wired to this Actor's own input schema, see the [API](#api) section below. Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`). # README ### What does Singapore PropertyGuru Scraper do? **Singapore PropertyGuru Scraper** is an Apify Actor that extracts residential and commercial property listings from **PropertyGuru Singapore (propertyguru.com.sg)**, capturing Condo, HDB, and Landed property asking prices in SGD, price per square foot (`psf`), floor area, bedrooms, bathrooms, property tenure (Freehold, 99-year Leasehold, 999-year Leasehold), postal district, walking distance to the nearest MRT station, and CEA-registered listing agent details. Built for Singapore real estate analysts, PropTech valuation platforms, institutional property investors, and brokerage research teams, this scraper processes multi-page propertyguru.com.sg search results and individual property detail URLs and exports clean, structured records in JSON, CSV, or Excel with zero manual proxy setup. *** > πŸ›‘οΈ **Zero Proxy Configuration Required:** Anti-blocking and regional routing are **handled automatically out of the box** β€” just paste your target URLs and click **Start**. ### What data can you extract with Singapore PropertyGuru Scraper? **πŸ’° Price & PSF Valuation** β€” formatted `price` (S$ 2,680,000), numeric `priceNumeric` (2680000), `currency` (SGD), and price per square foot (`psf`)
**🏒 Property Type & Tenure** β€” `propertyType` (Condominium, HDB, Landed), tenure (Freehold, 99-year Leasehold, 999-year Leasehold), and `title`
**πŸ›οΈ Unit Layout & Dimensions** β€” `bedrooms`, `bathrooms`, and floor area in square feet (`floorAreaSqft`)
**πŸš‡ District, Address & MRT Proximity** β€” full street `address`, Singapore postal district, and walking time/distance to the nearest MRT interchange (`mrt`)
**πŸ‘€ CEA Agent & Agency Attribution** β€” listing `agentName` and brokerage `agencyName` (`PropNex`, ERA, Huttons, `OrangeTee`)
**πŸ”— Listing Identifiers & Timestamps** β€” PropertyGuru listing `id`, canonical `url`, and ISO-8601 `scrapedAt` extraction timestamp
*** ### Why scrape PropertyGuru Singapore property listings? **πŸ’ͺ Track Singapore Condo, HDB & Landed Prices by District** β€” monitor asking prices and PSF shifts across Core Central Region (CCR), Rest of Central Region (RCR), and Outside Central Region (OCR) districts
**πŸ•΅οΈ Screen MRT-Adjacent Investment Yields** β€” filter properties by walking distance to MRT lines, leasehold vs. freehold tenure, and unit square footage
**✨ Benchmark Developer & Resale Inventory** β€” compare active resale Condominiums, Executive Condominiums (EC), and HDB flats across Singapore neighborhoods
**πŸ‘ Zero Singapore Proxy Configuration** β€” regional routing and multi-page extraction are handled automatically out of the box
**πŸ“© Real-Time Streaming to Apify Dataset** β€” every listing streams immediately to your dataset for live export to Google Sheets, BigQuery, Make, or n8n
*** ### How do I use Singapore PropertyGuru Scraper? 1. Open **Singapore PropertyGuru Scraper** in Apify Console. 2. Paste one or more propertyguru.com.sg search or listing URLs into **PropertyGuru Search or Listing URLs** (`startUrls`). 3. Set **Max Search Pages** (`maxPages`) and **Max Listings** (`maxItems`) to control pagination depth and total results. 4. Click **Start** and watch structured Singapore property records stream into the dataset log in real time. 5. Download your dataset in **JSON, CSV, Excel (.xlsx), or HTML table** format from the **Output** or **Dataset** tab. *** ### Input Singapore PropertyGuru Scraper accepts a JSON configuration object. Click on the [Input tab](https://apify.com/misterkhan/Singapore-PropertyGuru-Scraper/input-schema) for the interactive visual form. ```json { "startUrls": [ { "url": "https://www.propertyguru.com.sg/property-for-sale" } ], "maxPages": 3, "maxItems": 50 } ``` **🏒 PropertyGuru Search or Listing URLs (`startUrls`)** β€” one or more propertyguru.com.sg search result URLs (for sale, for rent, by district or MRT) or individual listing URLs
**πŸ“„ Max Search Pages (`maxPages`)** β€” maximum number of pagination pages to crawl per search URL (default: 3)
**πŸ”’ Max Listings (`maxItems`)** β€” maximum total number of property listings to extract across the run (default: 50)
*** ### Output sample Results are packed into a structured dataset where each record represents a single Singapore property listing. Below is an excerpt of the JSON output: ```json [ { "id": "pg_24891023", "url": "https://www.propertyguru.com.sg/listing/for-sale-marina-one-residences-24891023", "title": "Marina One Residences β€” 2 Bedroom High Floor", "price": "S$ 2,680,000", "priceNumeric": 2680000, "currency": "SGD", "psf": "S$ 2,410 psf", "bedrooms": 2, "bathrooms": 2, "floorAreaSqft": 1119, "propertyType": "Condominium", "tenure": "99-year Leasehold", "address": "21 Marina Way, District 01", "mrt": "2 mins (140m) to Marina Bay MRT", "agentName": "Kelvin Tan", "agencyName": "PropNex Realty Pte Ltd", "scrapedAt": "2026-10-15T12:00:00Z" } ] ``` *** ### How much does it cost to scrape PropertyGuru Singapore? This Actor uses **Pay-Per-Event (Pay-Per-Result)** pricing with a **`$0.00` Actor start fee**. You only pay for Singapore property listings delivered to your dataset, and the `128 MB` runtime keeps platform compute costs near zero: **πŸ†“ Free Plan** β€” `$5.00 / 1,000 results` ($0.0050 per result, up to 40 results per run)
**πŸ₯‰ Starter Plan (Bronze)** β€” `$1.30 / 1,000 results` ($0.00130 per result, unlimited results)
**πŸ₯ˆ Scale Plan (Silver)** β€” `$0.95 / 1,000 results` ($0.00095 per result, unlimited results)
**πŸ₯‡ Business+ Plan (Gold / Platinum / Diamond)** β€” `$0.65 / 1,000 results` ($0.00065 per result, unlimited results)
*** > πŸ’‘ **Predictable, All-Inclusive Pay-Per-Event Pricing:** There is a **`$0.00` run start fee** and **no separate proxy configuration required**. You only pay the flat per-result rate above for data successfully delivered to your dataset β€” works out of the box on both **Free** and **Paid** Apify plans. ### How many listings can you scrape with Singapore PropertyGuru Scraper? Singapore PropertyGuru Scraper supports targeted district searches and island-wide market sweeps: - **Targeted District & MRT Searches:** Apply PropertyGuru filters in your browser (District 01–28, MRT station, Condo vs. HDB, price range, freehold vs. leasehold) and paste the filtered search URLs into `startUrls`. - **Multi-URL Batching:** Pass multiple district or property-type search URLs in a single run to aggregate island-wide inventory without hitting single-query pagination caps. - **Exact Budget Caps:** Combine `maxPages` and `maxItems` to cap each run at your exact dataset target. *** ### Want to scrape other European & Global Real Estate Portals? Combine this Actor with our other published European and global property scrapers: πŸ‡ͺπŸ‡Έ **[Idealista Property Scraper](https://apify.com/misterkhan/idealista-scraper)** β€” extract Spanish residential and commercial property listings, EUR prices, mΒ², and rooms (From $0.75 / 1K)
πŸ‡«πŸ‡· **[PAP.fr France FSBO Property Scraper](https://apify.com/misterkhan/pap-fr-particuliers-scraper)** β€” scrape direct private-owner (Particulier Γ  Particulier) property sales and rentals across France (From $0.75 / 1K)
πŸ‡«πŸ‡· **[MeilleursAgents France Property Scraper](https://apify.com/misterkhan/meilleursagents-france-scraper)** β€” scrape French property listings and price-per-mΒ² valuation benchmarks (From $0.75 / 1K)
πŸ‡«πŸ‡· **[BellesDemeures Luxury Property Scraper](https://apify.com/misterkhan/bellesdemeures-luxury-scraper)** β€” extract high-end European villas, chΓ’teaux, alpine chalets, and luxury estates (From $0.75 / 1K)
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- ### Integrations and Singapore PropertyGuru Scraper Singapore PropertyGuru Scraper connects with any analytics, BI, or property database workflow through [Apify integrations](https://docs.apify.com/platform/integrations): - **No-Code Automation:** Trigger runs and route new Singapore listings via **Make, Zapier, n8n, or Pipedream**. - **Spreadsheets & Warehouses:** Sync SGD property prices and PSF telemetry directly into **Google Sheets, Airtable, BigQuery, Snowflake, or PostgreSQL**. - **Webhooks:** Configure instant webhooks to alert your investment or brokerage team whenever new listings appear in target Singapore districts. *** ### Using Singapore PropertyGuru Scraper with the Apify API The Apify API gives you programmatic access to launch runs, monitor execution status, and stream dataset items in JSON, CSV, or Excel format. - **Node.js:** Install the `apify-client` NPM package to call `misterkhan/Singapore-PropertyGuru-Scraper`. - **Python:** Install the `apify-client` PyPI package to pull Singapore real estate datasets directly into pandas or valuation notebooks. - **AI Agents & MCP:** Connect this Actor to Claude, Cursor, or custom AI agents via the **Apify MCP Server** (`https://mcp.apify.com`). Check out the [Apify API reference docs](https://docs.apify.com/api/v2) or click on the [API tab](https://apify.com/misterkhan/Singapore-PropertyGuru-Scraper/api) for ready-to-run code snippets. *** ### Frequently asked questions about Singapore PropertyGuru Scraper **πŸ›‘οΈ Do I need to configure Singapore proxies?
** **No β€” everything works out of the box with zero setup.** Regional routing, session management, and anti-blocking are handled automatically so you do not need to configure custom proxy settings. **πŸš‡ Can I filter listings by Singapore Postal District (D01–D28), MRT line, or HDB vs. Condo?
** Yes. Apply any combination of filters directly on propertyguru.com.sgβ€”including postal district, MRT station, property type, tenure, or price rangeβ€”copy the resulting browser URL, and paste it into `startUrls`. **πŸ‡²πŸ‡Ύ Does this Actor also scrape PropertyGuru Malaysia (propertyguru.com.my) or Thailand (ddproperty.com)?
** This Actor is tuned specifically for Singapore (propertyguru.com.sg) and SGD/PSF/MRT/CEA fields. For Malaysia and Thailand, use our dedicated **PropertyGuru Malaysia Scraper** and **DDproperty Thailand Scraper**. *** ### Is it legal to scrape PropertyGuru Singapore data? Our scrapers are ethical and only extract publicly available property listing data displayed on propertyguru.com.sg. They do not extract private user accounts or password-protected content. However, you should be aware that listing records may contain real estate agent names, which can be considered personal data under Singapore PDPA or GDPR. You should only process personal data when you have a legitimate business reason and comply with applicable regulations. Read Apify's [blog post on the legality of web scraping](https://blog.apify.com/is-web-scraping-legal/) to learn more. *** ### Your feedback We keep this Actor under active maintenance. If a run finishes successfully but returns fewer results than you expected, hangs, or errors β€” please **open an Issue before posting a public review** so we can diagnose and fix it for you. **πŸ› οΈ How to report** β€” Use the Actor’s [Issues tab](https://apify.com/misterkhan/propertyguru-scraper/issues/open) in Apify Console. Include the run ID, your input JSON, and what you expected vs. what you got.
**⏱️ Response time** β€” We aim to reply within 24 hours on business days.
**⭐ Reviews** β€” Happy with the results? A short positive review helps other users find a reliable scraper. Ran into a problem? Open an Issue first β€” we’ll work with you to resolve it before you leave a rating.
# Actor input Schema ## `startUrls` (type: `array`): PropertyGuru Singapore search or property URLs (e.g. `https://www.propertyguru.com.sg/property-for-sale`). ## `maxPages` (type: `integer`): Maximum number of pagination pages to crawl per search URL. ## `maxItems` (type: `integer`): Maximum number of property listings to extract. ## Actor input object example ```json { "startUrls": [ { "url": "https://www.propertyguru.com.sg/property-for-sale" } ], "maxPages": 3, "maxItems": 50 } ``` # Actor output Schema ## `results` (type: `string`): All extracted Singapore PropertyGuru property listings. ## `usage_summary` (type: `string`): Execution telemetry and extraction summary stored in the default key-value store. # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "startUrls": [ { "url": "https://www.propertyguru.com.sg/property-for-sale" } ], "maxPages": 3, "maxItems": 50 }; // Run the Actor and wait for it to finish const run = await client.actor("misterkhan/singapore-propertyguru-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`πŸ’Ύ Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // πŸ“š Want to learn more πŸ“–? Go to β†’ https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "startUrls": [{ "url": "https://www.propertyguru.com.sg/property-for-sale" }], "maxPages": 3, "maxItems": 50, } # Run the Actor and wait for it to finish run = client.actor("misterkhan/singapore-propertyguru-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print(f"πŸ’Ύ Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}") for item in client.dataset(run.default_dataset_id).iterate_items(): print(item) # πŸ“š Want to learn more πŸ“–? Go to β†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "startUrls": [ { "url": "https://www.propertyguru.com.sg/property-for-sale" } ], "maxPages": 3, "maxItems": 50 }' | apify call misterkhan/singapore-propertyguru-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,misterkhan/singapore-propertyguru-scraper" } } } ``` The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer ` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations). ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/SC8HPLqv4fSUGj2Nz/builds/HKMi3eLS1Ur43NhtV/openapi.json