# Singapore Yellow Pages Lead Scraper (`roy_hardcoder/singapore-yellow-pages-lead-scraper`) Actor

🚀 High-Quality Singapore Business Lead & B2B Contact Scraper! Extract fresh company data from Singapore Yellow Pages dynamically. Collects verified Company Name, Phone, Address, and Website URLs. Features safe Anti-Block & easy 1-click Excel/CSV export.

- **URL**: https://apify.com/roy_hardcoder/singapore-yellow-pages-lead-scraper.md
- **Developed by:** [suman singha roy](https://apify.com/roy_hardcoder) (community)
- **Security:** Limited permissions
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.01 / 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.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Singapore Yellow Pages Lead Scraper 🇸🇬🚀

A fast, highly optimized, and production-ready web scraper built to extract high-quality business leads directly from the official Singapore Yellow Pages (`yps.com.sg`).

Perfect for sales teams, B2B marketers, lead generation experts, and local business researchers who need fresh data every day.

***

### 🎁 Daily Flexible Pricing Model (Resets Everyday!)

We offer a generous daily quota system that resets automatically every single day, giving you the best combination of free trials and low-cost scaling:

- **Daily FREE Tier:** Your first **800 Leads every day** are 100% FREE!
- **Daily PAID Tier:** Scrape up to **4,200 additional Leads per day** for only **$0.01 per 1,000 results**!
- *(Maximum daily quota is capped at 5,000 total unique leads per user to ensure top performance).*

***

### 🌟 Core Features & Advantages

- **⚡ Smart Sitemap Deep Crawl:** Utilizes XML sitemap parsing mechanics to discover and index thousands of target profiles in seconds, bypassing standard front-end speed limits.
- **🛡️ Zero Duplicates:** Advanced computational architecture auto-filters and eliminates duplicate company names and identical phone records on the fly.
- **📊 Clean Spreadsheet Layout:** Automatically sanitizes and maps raw code into structured, separate columns (**Company Name, Phone, Email, Website, and Address**). No messy text mixing!
- **🔒 Seamless Anti-Bot Traversal:** Uses advanced browser impersonation and custom session headers to navigate directory architectures smoothly without triggering security blocks.

***

### 📋 Extracted Data Fields

Every single successful lead row delivers clean business intelligence across these structured keys:

1. **Company Name** (Cleaned of corporate registry noise)
2. **Phone Number** (Cleaned and isolated)
3. **Email Address** (Scraped securely from mailto schemas)
4. **Website URL** (Targeted external business links only)
5. **Physical Address** (Sanitized full street location details)
6. **Source Profile URL** (The direct YPS directory reference link)

***

### 🚀 How to Use

1. Enter your specific industry niche target in the **Search Keyword / Category** box (e.g., *Accounting*, *Renovation*, *Cleaning*, *Logistics*). *Leave blank to scrape the entire directory dynamically.*
2. Set your preferred **Max Results Limit** (Enforced daily hard cap up to 5,000 total unique records per run).
3. Click **Start** and download your finalized high-converting dataset instantly via Excel, CSV, or JSON!

### If you like this please be review or give ratings..

# Actor input Schema

## Actor input object example

```json
{}
```

# Actor output Schema

## `company_name` (type: `string`):

No description

## `phone_number` (type: `string`):

No description

## `address` (type: `string`):

No description

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

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("roy_hardcoder/singapore-yellow-pages-lead-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 = {}

# Run the Actor and wait for it to finish
run = client.actor("roy_hardcoder/singapore-yellow-pages-lead-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 '{}' |
apify call roy_hardcoder/singapore-yellow-pages-lead-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,roy_hardcoder/singapore-yellow-pages-lead-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/03JrxIMw4sOwwfLPI/builds/ZXAVWB6ut4iqLPtL9/openapi.json