# Singapore Property Scraper — PropertyGuru (`cynix_dev/sg-property-scraper`) Actor

Scrape PropertyGuru Singapore property listings by location. Price, district, bedrooms, bathrooms, size (sqft), tenure and property type as clean JSON. Sale and rental modes. Playwright-based with residential proxy support.

- **URL**: https://apify.com/cynix\_dev/sg-property-scraper.md
- **Developed by:** [Cynix Dev](https://apify.com/cynix_dev) (community)
- **Categories:** Real estate, Developer tools, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 1 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.75 / 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?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Singapore Property Scraper — PropertyGuru

Search **PropertyGuru** — Singapore's biggest property portal — for sale or rental listings. Extract price, district, bedrooms, size, tenure and property type as clean JSON. Playwright-based with residential proxy support.

### What it does

PropertyGuru lists nearly every condo, HDB and landed property for sale or rent in Singapore. Its search results render client-side with rich structured listing data embedded in the page.

This Actor drives a real browser to the search results, reads the embedded listing JSON (falling back to DOM parsing), and emits one normalised record per listing — price, PSF inputs, district codes, tenure and property type, deduplicated by listing ID.

### Features

- **Sale and rental modes** — switch with a single input field.
- **Embedded-JSON extraction** — reads PropertyGuru's own structured data for accuracy, not brittle CSS selectors alone.
- **Full attribute set** — price, PSF, bedrooms/bathrooms, floor size, tenure, project, district, agent and agency.
- **Playwright rendering** — handles the JavaScript-heavy search pages.
- **Proxy-ready** — pass your Apify residential proxy configuration for reliable access.
- **Deduplicated by listing ID** — safe to schedule repeatedly.

### What people use it for

- Price benchmarking — compare asking prices per sqft across a district.
- Investment screening — filter condos by PSF, tenure and bedroom count at scale.
- Rental yield analysis — pair sale prices with rental asks for gross-yield estimates.
- Agent prospecting — see which agencies dominate listings in a target area.
- Market monitoring — schedule runs on a search and track new/removed listings over time.

### Proxy requirements

PropertyGuru aggressively blocks datacenter IP ranges and serves challenges instead of listings. Use **residential proxies with a Singapore exit** (`groups: ["RESIDENTIAL"], countryCode: "SG"`) for reliable extraction. Static/datacenter groups will typically return empty results.

#### Reading the output

- `price_psf` is the per-square-foot asking price — the standard Singapore comparison metric.
- `tenure` distinguishes freehold from 99-year leasehold, a major value driver.
- `district` follows Singapore's traditional postal districts where the portal exposes it.
- Listings are deduplicated by listing ID, so re-running the same search never doubles-counts.

### Input

`listingType` switches between sale and rent; `query` is the location/search term (e.g. `orchard`, `tampines`). Always provide a residential proxy configuration — PropertyGuru blocks datacenter IPs.

#### Input example

```json
{}
```

### Output

One record per listing: district code (D01–D28) plus human-readable district name, numeric price, bedrooms/bathrooms, floor size in sqft, tenure (Freehold / leasehold), and property type.

Export the dataset as JSON, CSV, Excel, XML or JSONL from the Console, or pull it programmatically through the Apify API and any of the official clients.

### How to use it

1. Click **Try for free** (or **Start** if you already have an Apify account).
2. Fill in the input fields described above — the defaults already produce a working run.
3. Press **Start** and watch the log; results stream into the dataset as they are found.
4. When the run finishes, open the **Output/Storage** tab and export as JSON, CSV or Excel.

Runs can be scheduled (hourly, daily, weekly) and wired into Slack, Google Sheets, Zapier, Make, webhooks or your own backend through Apify integrations. Everything the Console does is also available over the [Apify API](https://docs.apify.com/api/v2).

### FAQ

#### Why do I get zero results without a proxy?

PropertyGuru serves anti-bot challenges to datacenter IPs. Residential proxies with an SG exit are effectively required.

#### Are HDB flats included?

Yes, alongside condos and landed property, depending on the search area.

#### How current are the prices?

They reflect the live asking prices on the portals at run time. Schedule runs to track changes.

#### Does it paginate deep result sets?

It processes the search results page per run; raise coverage by narrowing the `query` area or scheduling multiple targeted runs.

### Other Actors by cynix\_dev

| Actor | What it does |
| --- | --- |
| [UK Property (Rightmove / Zoopla) Scraper](https://apify.com/cynix_dev/rightmove-zoopla-scraper) | Scrape UK property listings from Rightmove or Zoopla by location. |
| [Company Tech Stack & Hiring Intelligence](https://apify.com/cynix_dev/company-tech-intel) | Detect technologies from company websites, extract tech requirements from job postings, discover competitors. |
| [Job Postings — ATS Boards Extractor](https://apify.com/cynix_dev/job-postings-ats) | Pull live job postings straight from companies' public applicant-tracking boards — Greenhouse, Lever, Ashby, SmartRecruiters, and … |
| [SEC EDGAR Filings Extractor](https://apify.com/cynix_dev/sec-edgar-filings) | Search and extract SEC EDGAR filings: full-text search across all filings or company filing histories by CIK. |
| [WHOIS & DNS Enrichment](https://apify.com/cynix_dev/whois-enrichment) | Enrich domains with structured WHOIS data (registrar, registration/expiration dates, status, nameservers) and optional DNS … |
| [News & Press Release Monitor](https://apify.com/cynix_dev/news-press-monitor) | Watch company newsrooms, blogs, and press pages and get one clean record per article — with new-item detection between runs, so a … |

### Legal and responsible use

This Actor collects only publicly available information. You are responsible for how you use the data, including compliance with the target site's Terms of Service, robots directives, copyright, and data protection law such as GDPR and CCPA. Do not use it to gather personal data without a lawful basis.

### Support and feedback

Found a bug, hit a site change, or need an extra field? Open a ticket on the **Issues** tab of this Actor — issues are read and fixed. Feature requests and custom-scraper enquiries are welcome through the same channel.

# Actor input Schema

## `listingType` (type: `string`):

Search property for sale or for rent.

## `query` (type: `string`):

District, area or project name, e.g. 'tampines', 'district 9', 'the interlace'.

## `maxItems` (type: `integer`):

Cap on listings returned (1-200).

## `proxyConfiguration` (type: `object`):

These portals block datacenter IPs. Residential proxy is strongly recommended.

## Actor input object example

```json
{
  "listingType": "sale",
  "query": "tampines",
  "maxItems": 30
}
```

# Actor output Schema

## `dataset` (type: `string`):

Dataset containing all scraped records.

# 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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "query": "tampines"
};

// Run the Actor and wait for it to finish
const run = await client.actor("cynix_dev/sg-property-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 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);
});

// 📚 Want to learn more 📖? Go to → 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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "query": "tampines" }

# Run the Actor and wait for it to finish
run = client.actor("cynix_dev/sg-property-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 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)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "query": "tampines"
}' |
apify call cynix_dev/sg-property-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,cynix_dev/sg-property-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 <APIFY_API_TOKEN>` 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/6fkWsnyU481Igao01/builds/UhcF5OoTdFw9htcBK/openapi.json