# 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.

- **URL**: https://apify.com/scrapesage/commercialguru-scraper.md
- **Developed by:** [Scrape Sage](https://apify.com/scrapesage) (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 $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/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use 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

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.

### 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.

### 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.

### 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.

## 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,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "SG"
  }
}
```

# 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": []
};

// 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": [],
}

# 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("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).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": []
}' |
apify call scrapesage/commercialguru-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scrapesage/commercialguru-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "CommercialGuru Scraper - SG Commercial Property Leads",
        "description": "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.",
        "version": "0.1",
        "x-build-id": "Rxnxhixoen5PMHmYf"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scrapesage~commercialguru-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scrapesage-commercialguru-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scrapesage~commercialguru-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scrapesage-commercialguru-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scrapesage~commercialguru-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scrapesage-commercialguru-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "propertyTypes": {
                        "title": "Property types",
                        "type": "array",
                        "description": "Commercial / industrial property types to scrape. Each is crawled as a CommercialGuru category page.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "office",
                                "retail",
                                "shop",
                                "food-beverage-outlets",
                                "industrial",
                                "factory",
                                "warehouse",
                                "business-science-park",
                                "commercial-land",
                                "shophouse",
                                "conservation-shophouse",
                                "medical-suite",
                                "hdb-shop",
                                "dormitory",
                                "hotel"
                            ],
                            "enumTitles": [
                                "Office",
                                "Retail",
                                "Shop",
                                "F&B outlet",
                                "Industrial (B1/B2)",
                                "Factory",
                                "Warehouse",
                                "Business / Science Park",
                                "Commercial land",
                                "Shophouse",
                                "Conservation shophouse",
                                "Medical suite",
                                "HDB shop",
                                "Dormitory / workers' housing",
                                "Hotel"
                            ]
                        },
                        "default": [
                            "office"
                        ]
                    },
                    "listingType": {
                        "title": "For sale or rent",
                        "enum": [
                            "sale",
                            "rent",
                            "both"
                        ],
                        "type": "string",
                        "description": "Scrape listings for sale, for rent, or both.",
                        "default": "sale"
                    },
                    "startUrls": {
                        "title": "Start URLs (optional)",
                        "type": "array",
                        "description": "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.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxItems": {
                        "title": "Max listings",
                        "minimum": 1,
                        "maximum": 20000,
                        "type": "integer",
                        "description": "Maximum number of listings to scrape across all categories. Keep modest for fast, cheap runs.",
                        "default": 100
                    },
                    "includeListingDetails": {
                        "title": "Include listing details + agent mobile",
                        "type": "boolean",
                        "description": "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.",
                        "default": false
                    },
                    "maxPagesPerCategory": {
                        "title": "Max pages per category",
                        "minimum": 1,
                        "maximum": 500,
                        "type": "integer",
                        "description": "Pagination cap per property-type category (20 listings/page).",
                        "default": 30
                    },
                    "minPrice": {
                        "title": "Min price (S$)",
                        "type": "integer",
                        "description": "Only keep listings at or above this price (monthly rent for rentals, total for sale)."
                    },
                    "maxPrice": {
                        "title": "Max price (S$)",
                        "type": "integer",
                        "description": "Only keep listings at or below this price."
                    },
                    "minSizeSqft": {
                        "title": "Min size (sqft)",
                        "type": "integer",
                        "description": "Only keep listings with floor area at or above this many square feet."
                    },
                    "maxSizeSqft": {
                        "title": "Max size (sqft)",
                        "type": "integer",
                        "description": "Only keep listings with floor area at or below this many square feet."
                    },
                    "districts": {
                        "title": "Districts (optional)",
                        "type": "array",
                        "description": "Filter by Singapore postal district code(s), e.g. D01, D25. Leave empty for all districts.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "verifiedListingsOnly": {
                        "title": "Verified / official listings only",
                        "type": "boolean",
                        "description": "Only keep listings marked verified or official by CommercialGuru.",
                        "default": false
                    },
                    "deduplicate": {
                        "title": "Deduplicate",
                        "type": "boolean",
                        "description": "Skip listings already emitted in this run (by listing ID).",
                        "default": true
                    },
                    "monitorMode": {
                        "title": "Monitor mode (only new listings)",
                        "type": "boolean",
                        "description": "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.",
                        "default": false
                    },
                    "monitorStoreName": {
                        "title": "Monitor store name",
                        "type": "string",
                        "description": "Named key-value store for monitor mode.",
                        "default": "commercialguru-scraper-monitor"
                    },
                    "maxConcurrency": {
                        "title": "Max concurrency",
                        "minimum": 1,
                        "maximum": 12,
                        "type": "integer",
                        "description": "Parallel requests. Residential proxy + Cloudflare means 4–8 is a good balance.",
                        "default": 6
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "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.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ],
                            "apifyProxyCountry": "SG"
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
