# Singapore Yellow Pages Scraper (Leads: Phone, Email, Address) (`scrapers_lat/singapore-yellowpages-scraper`) Actor
Scrape Singapore business listings by keyword: company name, phone number, email, address, category and website. Build local lead lists for sales and outreach. Export to JSON, CSV or Excel.
- **URL**: https://apify.com/scrapers\_lat/singapore-yellowpages-scraper.md
- **Developed by:** [Scrapers Lat](https://apify.com/scrapers_lat) (community)
- **Categories:** Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet
## Pricing
from $3.40 / 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/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
## Singapore Yellow Pages Scraper (Leads: Phone, Email, Address)
> Turn any Singapore business keyword into a clean lead list. Export company name, phone number, email, address, category and website, ready for sales, outreach and market research.
**๐ฅ [Input](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/input-schema) ยท ๐ค [Output](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/output-schema) ยท ๐ฐ [Pricing](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/pricing) ยท โถ๏ธ [Examples](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples)**
Phone & email for every business
Keyword search across the directory
JSON / CSV / Excel output formats
### What you get
Each record is one Singapore business, ready for a CRM, a call list or a spreadsheet:
- **businessName**: the company name
- **phone**: the listed contact phone number
- **email**: the contact email when published
- **address**: the street address in Singapore
- **category**: the business categories it is listed under
- **website**: the company website when shown
- **city**: always Singapore
- **url**: a link to the directory listing
- **observedAt**: when the record was collected
### Who is it for
| Use case | Who benefits |
|---|---|
| Sales prospecting | Teams building targeted call and email lists |
| Lead generation | Agencies compiling local business contact lists |
| Market research | Analysts mapping suppliers and competitors by category |
| Data enrichment | Ops teams adding phone, email and address to records |
### How to use it
1. Enter a **business keyword** such as `plumber`, `renovation`, `dentist` or `aircon`.
2. Set **Max Items** and run.
3. Export as JSON, CSV or Excel, or pull it through the Apify API.
### Frequently Asked Questions
**Do I get phone numbers and emails?**
Yes. When a business publishes a phone number or email in its listing they are captured in the `phone` and `email` fields, the most valuable fields for outreach.
**How do I target a specific trade?**
Use a precise keyword such as `electrician`, `law firm` or `interior design` to keep the results focused.
**Can I collect a large list?**
Yes. Raise Max Items to page through the directory for a keyword and collect as many matching businesses as are published.
**How fresh is the data?**
Listings are read live at run time, so each record reflects what is published at the moment of the run (see observedAt).
### Example use cases
Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:
- [Plumber leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-plumber-singapore): Scrape plumber business leads in Singapore with phone, email, website and address for B2B outreach.
- [Renovation leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-renovation-singapore): Scrape renovation business leads in Singapore with phone, email, website and address for B2B outreach.
- [Law Firm leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-law-firm-singapore): Scrape law firm business leads in Singapore with phone, email, website and address for B2B outreach.
- [Aircon Services leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-aircon-singapore): Scrape aircon services business leads in Singapore with phone, email, website and address for B2B outreach.
- [Moving Services leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-moving-services-singapore): Scrape moving services business leads in Singapore with phone, email, website and address for B2B outreach.
- [Pest Control leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-pest-control-singapore): Scrape pest control business leads in Singapore with phone, email, website and address for B2B outreach.
- [Dentist leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-dentist-singapore): Scrape dentist business leads in Singapore with phone, email, website and address for B2B outreach.
- [Accounting Firm leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-accounting-firm-singapore): Scrape accounting firm business leads in Singapore with phone, email, website and address for B2B outreach.
- [Car Rental leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-car-rental-singapore): Scrape car rental business leads in Singapore with phone, email, website and address for B2B outreach.
- [Catering leads in Singapore](https://apify.com/scrapers_lat/singapore-yellowpages-scraper/examples/sgyp-catering-singapore): Scrape catering business leads in Singapore with phone, email, website and address for B2B outreach.
### Related scrapers
- [Singapore Business Directory Scraper](https://apify.com/scrapers_lat/singapore-streetdirectory-scraper)
- [Singapore MyCareersFuture Jobs Scraper](https://apify.com/scrapers_lat/singapore-mycareersfuture-jobs-scraper)
- [Google Maps Scraper](https://apify.com/scrapers_lat/google-maps-scraper)
### More scrapers at scrapers.lat
This actor is built and maintained by [scrapers.lat](https://scrapers.lat), where we publish scrapers for public platforms: finance, news, real estate, jobs, e-commerce and government data. Browse the full catalog or ask us for a custom scraper at [scrapers.lat](https://scrapers.lat).
---
> This actor is an independent tool and has no affiliation with Yellow Pages Singapore. It only accesses publicly available business listings. Use the results in accordance with the source's terms.
# Actor input Schema
## `keyword` (type: `string`):
The kind of Singapore business to collect, for example 'plumber', 'renovation', 'dentist', 'aircon' or 'law firm'.
## `maxItems` (type: `integer`):
Maximum number of business listings to collect. Optional.
## `proxyConfiguration` (type: `object`):
Proxy settings. Residential Singapore proxy is used by default for reliable access.
## Actor input object example
```json
{
"keyword": "plumber",
"maxItems": 25,
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "SG"
}
}
````
# Actor output Schema
## `results` (type: `string`):
No description
# 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 = {
"keyword": "plumber",
"maxItems": 25,
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "SG"
}
};
// Run the Actor and wait for it to finish
const run = await client.actor("scrapers_lat/singapore-yellowpages-scraper").call(input);
// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`๐พ 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);
});
// ๐ Want to learn more ๐? Go to โ 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 = {
"keyword": "plumber",
"maxItems": 25,
"proxyConfiguration": {
"useApifyProxy": True,
"apifyProxyGroups": ["RESIDENTIAL"],
"apifyProxyCountry": "SG",
},
}
# Run the Actor and wait for it to finish
run = client.actor("scrapers_lat/singapore-yellowpages-scraper").call(run_input=run_input)
# Fetch and print Actor results from the run's dataset (if there are any)
print("๐พ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item)
# ๐ Want to learn more ๐? Go to โ https://docs.apify.com/api/client/python/docs/quick-start
```
## CLI example
```bash
echo '{
"keyword": "plumber",
"maxItems": 25,
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "SG"
}
}' |
apify call scrapers_lat/singapore-yellowpages-scraper --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=scrapers_lat/singapore-yellowpages-scraper",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Singapore Yellow Pages Scraper (Leads: Phone, Email, Address)",
"description": "Scrape Singapore business listings by keyword: company name, phone number, email, address, category and website. Build local lead lists for sales and outreach. Export to JSON, CSV or Excel.",
"version": "0.1",
"x-build-id": "3Y0KmYftotBU1Hfoh"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/scrapers_lat~singapore-yellowpages-scraper/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-scrapers_lat-singapore-yellowpages-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": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/scrapers_lat~singapore-yellowpages-scraper/runs": {
"post": {
"operationId": "runs-sync-scrapers_lat-singapore-yellowpages-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$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": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/scrapers_lat~singapore-yellowpages-scraper/run-sync": {
"post": {
"operationId": "run-sync-scrapers_lat-singapore-yellowpages-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$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": {
"keyword": {
"title": "Business keyword",
"type": "string",
"description": "The kind of Singapore business to collect, for example 'plumber', 'renovation', 'dentist', 'aircon' or 'law firm'."
},
"maxItems": {
"title": "Max Items",
"minimum": 1,
"maximum": 1000000,
"type": "integer",
"description": "Maximum number of business listings to collect. Optional."
},
"proxyConfiguration": {
"title": "Proxy configuration",
"type": "object",
"description": "Proxy settings. Residential Singapore proxy is used by default for reliable access.",
"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
}
}
}
}
}
}
}
}
}
}
```