How to scrape Y
ellow Pages
with AgentQL

Looking for a better way to scrape Yellow Pages? Say goodbye to fragile XPath or DOM selectors that easily break with website updates. AI-powered AgentQL ensures consistent web scraping across various platforms, from Yellow Pages to any other website, regardless of UI changes.

Not just for scraping Yellow Pages

Smart selectors work anywhere

https://yellowpages.com

URL

Input any webpage.

{
  businesses[] {
    name
    phone_number
    address
    rating
  }
}

Query

Describe data in natural language.

{
  "businesses": [
    {
      "name": "Acme Corp",
      "phone_number": "555-1234",
      "address": "123 Main St",
      "rating": 4.5
    }
  ]
}

Returns

Receive accurate output in seconds.

How to use AgentQL on Yellow Pages

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1

Install the SDK

Install code for JS and Python

npm install agentql

pip3 install agentql

2

Test and refine

Use the query debugger

3

Run your script

Install code for both JS and Python

agentql init

python example.py

Get started

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