# YellowPages Scraper - Phone, Website & Address Leads (US) (`scrapers_lat/yellowpages-business-scraper`) Actor

Scrape US local business leads from YellowPages by keyword and location. Get each business with its phone, website, address, categories and rating for sales prospecting and outreach. Export to JSON, CSV or Excel.

- **URL**: https://apify.com/scrapers\_lat/yellowpages-business-scraper.md
- **Developed by:** [Scrapers Lat](https://apify.com/scrapers_lat) (community)
- **Categories:** Lead generation, Business, Automation
- **Stats:** 2 total users, 1 monthly users, 95.7% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $17.00 / 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 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

## YellowPages Scraper - Phone, Website & Address Leads (US)

> Turn a YellowPages search into a clean US business lead list. Get each business with its phone, website, address, categories and rating, ready for sales prospecting, outreach and market research.

**📥 [Input](https://apify.com/scrapers_lat/yellowpages-business-scraper/input-schema) · 📤 [Output](https://apify.com/scrapers_lat/yellowpages-business-scraper/output-schema) · 💰 [Pricing](https://apify.com/scrapers_lat/yellowpages-business-scraper/pricing) · ▶️ [Examples](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples)**

![Apify](https://img.shields.io/badge/Platform-Apify-1CE1CE?logo=apify\&logoColor=white)
![Lead generation](https://img.shields.io/badge/Data-Business%20leads-blue)
![Output](https://img.shields.io/badge/Output-JSON%20%7C%20CSV%20%7C%20Excel-orange)

<table><tr>
<td align="center"><strong>Phone & website</strong><br>direct business contact</td>
<td align="center"><strong>Any keyword & location</strong><br>city, state or ZIP</td>
<td align="center"><strong>JSON / CSV / Excel</strong><br>output formats</td>
</tr></table>

<br>

### Who is it for

| Use case | Who benefits |
|---|---|
| Sales prospecting | Teams building call and email lists by industry and city |
| Local marketing | Agencies reaching businesses in a category |
| Market research | Analysts sizing a market by area |
| Data enrichment | Builders adding phone, website and categories to their records |

### How to use it

1. Enter **search terms** such as `plumber`, `dentist`, `restaurants` or `auto repair`.
2. Enter a **location**: a city and state like `Austin, TX`, or a ZIP code like `90210`.
3. Set **Max Items** and run. Export as JSON, CSV or Excel, or pull it through the Apify API.

### Frequently Asked Questions

**Can I search by ZIP code?**
Yes. The location field accepts a city and state or a ZIP code.

**Do all businesses have a website?**
Website is filled when the business lists one. Phone and address are available for almost every business.

**How many results can I get?**
Set Max Items as high as you need. The scraper pages through the results automatically.

**How fresh is the data?**
Records are read live at run time, so each reflects the latest listing (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 Austin, TX from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-plumber-leads-austin): Get plumber business leads in Austin, TX with names, phone numbers, addresses, and websites from Yellow Pages listings.
- [Electrician leads in Denver, CO from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-electrician-leads-denver): Get electrician business leads in Denver, CO with names, phone numbers, addresses, and websites from Yellow Pages listings.
- [Dentist leads in Miami, FL from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-dentist-leads-miami): Get dentist business leads in Miami, FL with names, phone numbers, addresses, and websites from Yellow Pages listings.
- [Roofing Contractor leads in Dallas, TX from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-roofing-contractor-leads-dallas): Get roofing contractor business leads in Dallas, TX with names, phone numbers, addresses, and websites from Yellow Pages listings.
- [HVAC leads in Phoenix, AZ from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-hvac-leads-phoenix): Get hvac business leads in Phoenix, AZ with names, phone numbers, addresses, and websites from Yellow Pages listings.
- [Landscaping leads in Seattle, WA from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-landscaping-leads-seattle): Get landscaping business leads in Seattle, WA with names, phone numbers, addresses, and websites from Yellow Pages listings.
- [Auto Repair leads in Chicago, IL from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-auto-repair-leads-chicago): Get auto repair business leads in Chicago, IL with names, phone numbers, addresses, and websites from Yellow Pages listings.
- [Restaurant leads in Los Angeles, CA from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-restaurant-leads-los-angeles): Get restaurant business leads in Los Angeles, CA with names, phone numbers, addresses, and websites from Yellow Pages listings.
- [Real Estate Agent leads in Houston, TX from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-real-estate-agent-leads-houston): Get real estate agent business leads in Houston, TX with names, phone numbers, addresses, and websites from Yellow Pages listings.
- [Lawyer leads in Atlanta, GA from Yellow Pages](https://apify.com/scrapers_lat/yellowpages-business-scraper/examples/yp-lawyer-leads-atlanta): Get lawyer business leads in Atlanta, GA with names, phone numbers, addresses, and websites from Yellow Pages listings.

### Export, API and AI agents (x402 + MCP)

Export the scraped data to **JSON, CSV or Excel**, pull it as a **dataset** through the Apify **API**, or wire it into your app with **no code**. This web scraper and data extractor also works for bulk data extraction and scheduled runs.

For AI agents: this Actor is available on **x402**, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an **MCP** tool inside Claude, Cursor and other AI clients out of the box. Learn more about [x402 agentic payments on Apify](https://docs.apify.com/platform/integrations/x402).

### Related scrapers

- [Business Leads Scraper](https://apify.com/scrapers_lat/overpass-osm-business-leads-scraper)
- [Hotfrog Business Scraper](https://apify.com/scrapers_lat/hotfrog-business-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 YellowPages. It only accesses publicly available business listings. Use the results in accordance with the source's terms.

# Actor input Schema

## `maxBusinesses` (type: `integer`):

Maximum number of businesses to collect. Optional.

## `searchQuery` (type: `string`):

The type of business to find, for example 'plumber', 'dentist', 'restaurants' or 'auto repair'.

## `location` (type: `string`):

City and state or ZIP code, for example 'Austin, TX', 'New York, NY' or '90210'.

## `enrichContacts` (type: `boolean`):

Optional paid add-on, off by default. For each result without an email, attempt to find a public business contact email and a contact person's name. Billed per attempt, plus an extra charge only when an email is found.

## `enrichContactsMax` (type: `integer`):

Cap how many results the add-on tries to enrich, to control add-on cost. Leave empty to attempt all. Free Apify accounts are capped at 3.

## Actor input object example

```json
{
  "maxBusinesses": 50,
  "searchQuery": "plumber",
  "location": "Austin, TX",
  "enrichContacts": false,
  "enrichContactsMax": 50
}
```

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

// Prepare Actor input
const input = {
    "maxBusinesses": 50,
    "searchQuery": "plumber",
    "location": "Austin, TX"
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapers_lat/yellowpages-business-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 = {
    "maxBusinesses": 50,
    "searchQuery": "plumber",
    "location": "Austin, TX",
}

# Run the Actor and wait for it to finish
run = client.actor("scrapers_lat/yellowpages-business-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 '{
  "maxBusinesses": 50,
  "searchQuery": "plumber",
  "location": "Austin, TX"
}' |
apify call scrapers_lat/yellowpages-business-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/qb4VEeKyaoSR1vzpe/builds/qK8lZRnydSOzm90xk/openapi.json