# CommercialGuru Scraper - SG Commercial Property Leads (`scrapesage/commercialguru-scraper`) Actor

Scrape CommercialGuru.com.sg commercial & industrial listings: price, PSF, size, tenure, district, MRT and agent leads (name, CEA licence, agency, mobile). Export to JSON, CSV or Excel. Independent tool, not affiliated with CommercialGuru.

- **URL**: https://apify.com/scrapesage/commercialguru-scraper.md
- **Developed by:** [Scrape Sage](https://apify.com/scrapesage) (community)
- **Categories:** Real estate, Lead generation, Agents
- **Stats:** 1 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $5.00 / 1,000 listing scrapeds

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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

## CommercialGuru Scraper — Singapore Commercial & Industrial Property + Agent Leads

> **Disclaimer:** This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by PropertyGuru Group or any of its subsidiaries. All trademarks mentioned are the property of their respective owners. "CommercialGuru" is referenced only to describe the publicly available website this Actor collects data from.

Extract **complete commercial & industrial property data from [CommercialGuru Singapore](https://www.commercialguru.com.sg)** — offices, retail, F\&B units, industrial (B1/B2), factories, warehouses, business/science parks, shophouses, medical suites and more. Every listing carries the full property record **and the agent as a ready-to-use B2B lead**: name, **CEA licence**, agency, profile and (with details on) the agent's **mobile number**.

No login, no API key, no browser — this actor reads CommercialGuru's own server-rendered data directly, so the output is first-party and reliable.

### Why this CommercialGuru scraper?

Singapore's residential portals are well covered, but **commercial & industrial** is where the high-value deals — and the high-value agents — live. This actor ships the **richest commercial-property dataset in the category**, with the contact fields that turn a listing into a lead:

| Data | Typical scrapers | This actor |
|---|---|---|
| Title, property type, sale/rent | ✅ | ✅ |
| Price + price type (negotiable) | partial | ✅ |
| **PSF (price per sq ft)** | ❌ | ✅ |
| Floor area (sqft), size | partial | ✅ |
| Full + short address, district, region | partial | ✅ |
| **Tenure** (freehold / leasehold) | ❌ | ✅ |
| Nearest MRT + walking time | ❌ | ✅ |
| Photos + floor plans | partial | ✅ |
| **Agent name + CEA licence + agency** | ❌ | ✅ |
| **Agent mobile number** | ❌ | ✅ opt-in (detail) |
| Full description, unit features, floor level, condition, amenities | ❌ | ✅ opt-in (detail) |
| Verified / official listing flags, recency | ❌ | ✅ |
| Lead score (0–100) per listing | ❌ | ✅ |
| One clean dataset, no empty columns | ❌ | ✅ |

### Use cases

- **Lead generation** — commercial & industrial agents are high-value B2B targets (and gatekeepers to landlords and tenants). Score them by reach (`leadScore`, `agent.mobile`, `agent.license`) and export straight to your CRM.
- **Agency & agent prospecting** — `agent.agencyName` + `agent.license` surface the top commercial agencies (PropNex, ERA, Huttons, Knight Frank…) and their producers.
- **Commercial market research** — map office/retail/industrial supply by district, MRT, size band, PSF and tenure; benchmark asking prices and track new listings.
- **Tenant / investor sourcing** — find offices, factories, warehouses and shophouses for sale or rent that match a size, district and budget.
- **CRE & proptech enrichment** — power dashboards and valuation tools with standardized listings, geo context (district, region, MRT) and images.

### How to use

1. [Sign up for Apify](https://console.apify.com/sign-up) — the free plan is enough to try this actor.
2. Open the **CommercialGuru Scraper**, choose **Property types** (e.g. `Office`, `Industrial`), pick **For sale / For rent**, and click **Start**.
3. Watch results stream into the dataset table.
4. **Export** as JSON, CSV, Excel, XML or RSS — or pull results programmatically via the [Apify API](https://docs.apify.com/api/v2).

> **Proxy note:** CommercialGuru is Cloudflare-protected, so this actor uses **Apify Residential proxy in Singapore** by default. Leave the proxy setting as-is for reliable runs.

### Input

```json
{
    "propertyTypes": ["office", "industrial"],
    "listingType": "sale",
    "maxItems": 100,
    "includeListingDetails": true,
    "minPrice": 500000,
    "districts": ["D01", "D02"],
    "monitorMode": false
}
```

- **propertyTypes** — commercial/industrial types to scrape: `office`, `retail`, `shop`, `food-beverage-outlets`, `industrial`, `factory`, `warehouse`, `business-science-park`, `commercial-land`, `shophouse`, `medical-suite`, `hdb-shop`, `dormitory`, `hotel`. Each is crawled as a category page.
- **listingType** — `sale`, `rent`, or `both`.
- **startUrls** — specific CommercialGuru category or listing URLs (e.g. `https://www.commercialguru.com.sg/office-for-rent`, or a `/listing/...` page).
- **maxItems** *(default 100)* — cap on listings for the whole run.
- **includeListingDetails** *(default false)* — open each listing's detail page to add the **agent mobile number**, full description, unit features, floor level, condition and amenities. One fast extra request per listing.
- **minPrice / maxPrice / minSizeSqft / maxSizeSqft / districts / verifiedListingsOnly** — keep only listings matching these filters.
- **monitorMode** *(default false)* — emit only listings not seen in previous runs (see below).

### Output

One record per listing (`type: "listing"`):

```json
{
    "type": "listing",
    "platform": "CommercialGuru",
    "country": "SG",
    "listingId": "500169368",
    "listingType": "For Rent",
    "propertyType": "Office",
    "title": "Woods Square",
    "url": "https://www.commercialguru.com.sg/listing/for-rent-woods-square-500169368",
    "price": "S$ 155,491 /mo",
    "priceValue": 155491,
    "priceType": "Negotiable",
    "currency": "SGD",
    "psf": "S$ 7.00 psf",
    "area": "22,213 sqft",
    "floorAreaSqft": 22213,
    "fullAddress": "8 Woodlands Square",
    "district": "Admiralty / Woodlands",
    "districtCode": "D25",
    "region": "North (D25-28)",
    "tenure": "99-year Leasehold",
    "nearestMrt": "4 min (300 m) from NS9 Woodlands MRT Station",
    "availability": "Ready to Move",
    "isOfficialListing": true,
    "listedAt": "2026-06-26T00:08:27.000Z",
    "photoUrls": ["https://sg1-cdn.pgimgs.com/listing/500169368/UPHO...jpg"],
    "agent": {
        "id": "901359952",
        "name": "Rae Yeo Rui Ying",
        "license": "R073749I",
        "agencyName": "PROPNEX REALTY PTE. LTD.",
        "profileUrl": "https://www.commercialguru.com.sg/agent/rae-yeo-rui-ying-901359952",
        "mobile": "+6592700727",
        "mobilePretty": "+65 9270 0727"
    },
    "description": "Rare opportunity to secure the last available whole-floor office unit in Wood Square...",
    "unitFeatures": ["Air Conditioner", "Concierge", "Covered Car Parking", "Meeting Room"],
    "floorLevel": "Middle Floor",
    "condition": "Fully Fitted",
    "leadScore": 88,
    "scrapedAt": "2026-06-25T13:40:00.000Z"
}
```

Use the **Listings** and **Agent leads** dataset views to switch between column sets.

#### What to expect (field coverage)

| Field | Coverage |
|---|---|
| title, listingType, propertyType, price, PSF, area, district, url, photos, agent name | ~100% |
| nearest MRT, recency / listed date, tenure, region | ~75–100% |
| **agent CEA licence + agency** | ~60–85% — present for agent listings; **corporate/developer direct listings** (landlords, REITs, developers leasing in-house) have no CEA agent |
| **agent mobile number** | ~90–100% of agent listings, with `includeListingDetails` |
| description, unit features, floor level, condition, amenities | `includeListingDetails`, as published by the agent (often partial) |

A blank field means CommercialGuru doesn't publish that value for that listing — not that scraping failed. Nothing is dropped, so you always get the richest record available.

### Monitoring mode — only new listings

Turn on **monitorMode** to make the actor remember which listings it has already returned and emit **only listings not seen in previous runs** — perfect for tracking new commercial/industrial supply in a district or property type. It stores seen listing ids in a named key-value store (`monitorStoreName`, one per tracked segment).

This **complements [Apify Schedules](https://docs.apify.com/platform/schedules)** and does not conflict with them: Schedules decide *when* the actor runs (e.g. every morning), and monitoring mode decides *what is new* in each run. Use both together for a daily feed of just-listed offices, factories or shophouses.

### How much does it cost to scrape CommercialGuru?

This Actor uses Apify's **pay-per-event** pricing: you are charged only for the results it delivers, with no monthly rental and no start fee. The events it can charge are:

- **Listing scraped** - One CommercialGuru commercial/industrial listing: price, PSF, size, tenure, district, MRT, photos and agent name, CEA licence & agency.
- **Listing details + agent mobile** - Detail-page enrichment: agent mobile, full description, unit features, floor level, condition and amenities. Charged only on success.

The current price of each event is shown on the **Pricing** tab of this page. Set a maximum total charge on the run if you want a hard cap on spend, and use the input limits to control how much the Actor fetches.

### Automate & schedule

- **[Apify API](https://docs.apify.com/api/v2)** — start runs, fetch datasets, manage schedules over REST.
- **[apify-client for JavaScript](https://docs.apify.com/api/client/js/)** and **[apify-client for Python](https://docs.apify.com/api/client/python/)** — official SDKs.
- **[Schedules](https://docs.apify.com/platform/schedules)** — run daily/weekly to monitor new listings or refresh prices and agents.
- **[Webhooks](https://docs.apify.com/platform/integrations/webhooks)** — trigger downstream actions (CRM import, Slack alert) the moment a run finishes.

```js
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'MY_APIFY_TOKEN' });

const run = await client.actor('scrapesage/commercialguru-scraper').call({
    propertyTypes: ['office', 'industrial'],
    listingType: 'sale',
    maxItems: 200,
    includeListingDetails: true,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Got ${items.length} listings`);
```

### Integrate with any app

Connect the dataset to 5,000+ apps — no code required:

- **[Make](https://docs.apify.com/platform/integrations/make)** — multi-step automation scenarios.
- **[Zapier](https://docs.apify.com/platform/integrations/zapier)** — push new agent leads straight into your CRM.
- **[Slack](https://docs.apify.com/platform/integrations/slack)** — get notified when a monitored segment adds new listings.
- **[Google Drive / Sheets](https://docs.apify.com/platform/integrations/drive)** — auto-export every run to a spreadsheet.
- **[Airbyte](https://docs.apify.com/platform/integrations/airbyte)** — pipe results into your data warehouse.
- **[GitHub](https://docs.apify.com/platform/integrations/github)** — trigger runs from commits or releases.

### Use with AI assistants (MCP)

The output is clean, LLM-ready JSON. Call this actor from Claude, ChatGPT, or any agent framework through the **[Apify MCP server](https://docs.apify.com/platform/integrations/mcp)** — ask your assistant to "find every office for rent in District 1 on CommercialGuru with the agent's mobile" and let it run the scraper.

### Agent-ready: autonomous payments (x402 & Skyfire)

This actor is **agent-ready** — AI agents can discover it, run it, and **pay for it autonomously**, with no Apify account and no human in the loop. It uses [pay-per-event](https://docs.apify.com/platform/actors/publishing/monetize/pay-per-event) pricing and [limited permissions](https://docs.apify.com/platform/actors/development/permissions), so it qualifies for Apify's agentic-payment standards:

- **[x402](https://docs.apify.com/platform/integrations/x402)** — an open, HTTP-native payment protocol. Agents pay per run in USDC on the Base network directly through the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp) — no account, no API key.
- **[Skyfire](https://docs.apify.com/platform/integrations/skyfire)** — agent-to-service payments for fully autonomous AI-agent workflows.

Building an AI agent, MCP tool, or autonomous data pipeline? This scraper is ready to plug in and pay as it goes.

### More scrapers from scrapesage

Build a complete **Singapore property & lead-gen stack**:

- **[99.co Property Scraper](https://apify.com/scrapesage/99-co-property-scraper)** — Singapore residential listings and agent leads.
- **[EdgeProp.sg Scraper](https://apify.com/scrapesage/edgeprop-singapore-scraper)** — Singapore property listings and agent leads.
- **[Singapore Company Scraper](https://apify.com/scrapesage/singapore-company-scraper)** — UEN, registry and business leads.
- **[StreetDirectory Scraper](https://apify.com/scrapesage/streetdirectory-business-scraper)** — Singapore business leads.
- **[Crexi Scraper](https://apify.com/scrapesage/crexi-scraper)** — US commercial real estate listings and brokers.
- **[Apartments.com Scraper](https://apify.com/scrapesage/apartments-com-scraper)** — US rental listings and property managers.
- **[Google Maps Scraper](https://apify.com/scrapesage/google-maps-scraper)** — local businesses with phone, website and reviews.
- **[LinkedIn Company Scraper](https://apify.com/scrapesage/linkedin-company-scraper)** — company firmographics and B2B leads.
- **[Website Contact Scraper](https://apify.com/scrapesage/website-contact-scraper)** — emails, phones and socials from any website.

### Tips

- **Whole-segment coverage**: add several `propertyTypes` and set `listingType` to `both` to sweep an entire commercial/industrial market.
- **Best leads first**: sort the dataset by `leadScore` to surface contactable, verified, premium listings at the top.
- **Cost control**: leave `includeListingDetails` off for a fast, cheap pass with the rich card (price, PSF, size, district, agent name + licence + agency); turn it on to add the agent **mobile**, description and unit features.
- **Recurring monitoring**: combine [Schedules](https://docs.apify.com/platform/schedules) with `monitorMode` to capture only newly-listed properties.

### FAQ

**Does it need a CommercialGuru account or API key?** No. This actor reads CommercialGuru's own server-rendered data — the same data the website shows — with no login, cookie or key.

**Where does the agent's mobile come from?** From the listing's own detail page (turn on `includeListingDetails`). CommercialGuru publishes the agent's mobile on the listing; this actor reads it directly.

**Why is a residential Singapore proxy required?** CommercialGuru is Cloudflare-protected and blocks datacenter IPs. The actor defaults to Apify Residential proxy, country SG, which loads pages reliably.

**Can I filter by district or size?** Yes — use `districts` (e.g. `D01`), `minSizeSqft`/`maxSizeSqft` and `minPrice`/`maxPrice`.

**Can I export to Google Sheets, CSV, or Excel?** Yes — one click in the dataset view, or automatically on every run via the [Google Drive integration](https://docs.apify.com/platform/integrations/drive).

**Is scraping CommercialGuru legal?** This actor collects publicly available data only. You are responsible for using the data in compliance with applicable laws (e.g. PDPA/GDPR for personal data) and CommercialGuru's terms.

### Data & lawful use

This Actor reads business and professional listings that the professionals themselves published to be found: names, roles, firms, ratings and the contact details shown on the public listing. Because those details belong to identifiable people, treat the output as personal data. If you are in the EU or UK you are the data controller for what you do with it: have a lawful basis (usually legitimate interest for B2B prospecting or market research), keep any outreach relevant to the professional's line of work, honour opt-outs and deletion requests, and do not use the output for spam.

Under [Apify's Standard Actor Contract](https://docs.apify.com/legal/standard-actor-contract), which governs your use of this Actor, you are the controller of any personal data in your input and output and scrapesage acts only as your processor: that data is processed solely to run your job, written only to your own Apify storage, never used for any other purpose and never shared onward. If you need help with a data-subject request that involves this Actor's output, open an issue on the Issues tab.

### Disclaimer

**This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by PropertyGuru Group or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.**

"CommercialGuru" and any related marks are the property of their respective owners and are used here only in a descriptive, nominative sense - to identify the publicly accessible website from which this Actor collects data. This Actor is not an official CommercialGuru product, is not authorised or certified by PropertyGuru Group, and does not distribute CommercialGuru software. It collects only publicly available information; you are responsible for ensuring your use of that data complies with applicable laws, regulations and the terms of the source website.

### Need help?

Open an issue on the actor's **Issues** tab, or visit the [Apify help center](https://help.apify.com/). Feature requests are welcome — this actor is actively maintained.

# Actor input Schema

## `propertyTypes` (type: `array`):

Commercial / industrial property types to scrape. Each is crawled as a CommercialGuru category page.

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

Scrape listings for sale, for rent, or both.

## `startUrls` (type: `array`):

Specific CommercialGuru category or listing URLs (e.g. https://www.commercialguru.com.sg/office-for-rent or a /listing/... page). Overrides/augments the property-type selection.

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

Maximum number of listings to scrape across all categories. Keep modest for fast, cheap runs.

## `includeListingDetails` (type: `boolean`):

Open each listing's detail page to add the agent's MOBILE number, full description, unit features, floor level, condition and amenities. Slower (one extra request per listing) and charged per enrichment.

## `maxPagesPerCategory` (type: `integer`):

Pagination cap per property-type category (20 listings/page).

## `minPrice` (type: `integer`):

Only keep listings at or above this price (monthly rent for rentals, total for sale).

## `maxPrice` (type: `integer`):

Only keep listings at or below this price.

## `minSizeSqft` (type: `integer`):

Only keep listings with floor area at or above this many square feet.

## `maxSizeSqft` (type: `integer`):

Only keep listings with floor area at or below this many square feet.

## `districts` (type: `array`):

Filter by Singapore postal district code(s), e.g. D01, D25. Leave empty for all districts.

## `verifiedListingsOnly` (type: `boolean`):

Only keep listings marked verified or official by CommercialGuru.

## `deduplicate` (type: `boolean`):

Skip listings already emitted in this run (by listing ID).

## `monitorMode` (type: `boolean`):

Remember listing IDs across runs in a named key-value store and return ONLY newly-seen listings on later runs. Pair with Apify Schedules for new-listing alerts.

## `monitorStoreName` (type: `string`):

Named key-value store for monitor mode.

## `maxConcurrency` (type: `integer`):

Parallel requests. Residential proxy + Cloudflare means 4–8 is a good balance.

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

Residential proxy in Singapore is REQUIRED to clear Cloudflare. The default already selects Apify Residential, country SG — leave it unless you know what you're doing.

## `urlsFromFile` (type: `string`):

Paste a list of URLs (one per line), OR one link to a .txt/.csv file, Google Sheet or Google Drive file containing them. Lets you import many Start URLs at once instead of typing each. Google Sheet/Drive share links are handled automatically.

## Actor input object example

```json
{
  "propertyTypes": [
    "office"
  ],
  "listingType": "sale",
  "startUrls": [],
  "maxItems": 100,
  "includeListingDetails": false,
  "maxPagesPerCategory": 30,
  "districts": [],
  "verifiedListingsOnly": false,
  "deduplicate": true,
  "monitorMode": false,
  "monitorStoreName": "commercialguru-scraper-monitor",
  "maxConcurrency": 6,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `results` (type: `string`):

All scraped listing records in the default dataset. Use the Listings / Agent leads views to switch columns.

# 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 = {
    "propertyTypes": [
        "office"
    ],
    "startUrls": [],
    "districts": [],
    "urlsFromFile": ""
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapesage/commercialguru-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 = {
    "propertyTypes": ["office"],
    "startUrls": [],
    "districts": [],
    "urlsFromFile": "",
}

# Run the Actor and wait for it to finish
run = client.actor("scrapesage/commercialguru-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 '{
  "propertyTypes": [
    "office"
  ],
  "startUrls": [],
  "districts": [],
  "urlsFromFile": ""
}' |
apify call scrapesage/commercialguru-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,scrapesage/commercialguru-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/bRSAmMDoF38bMAYf4/builds/al7X2VbKvLtY8QRrl/openapi.json